diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 000000000000..94bceb23e123
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,19 @@
+{
+  "name": "Jekyll website",
+  "image": "mcr.microsoft.com/devcontainers/jekyll:latest",
+  "features": {
+    "ghcr.io/devcontainers/features/node:1": {
+      "version": "22"
+    },
+    "ghcr.io/devcontainers/features/ruby:1": {
+      "version": "3.3.5"
+    }
+  },
+  "forwardPorts": [
+    // Jekyll server
+    4000,
+    // Live reload server
+    35729
+  ],
+  "postCreateCommand": "bundle exec jekyll serve --incremental"
+}
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index b1c355659ee6..04f2a644dff9 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,8 +1,8 @@
 <!-- Thank you for contributing! -->
 ### Please confirm this pull request meets the following requirements:
 
-- [ ] I followed the contributing guidelines: <https://github.com/github/explore/blob/master/CONTRIBUTING.md>.
-- [ ] I have no affiliation with the project I am suggesting (as a maintainer, creator, contractor, or employee).
+- [ ] I followed the contributing guidelines: <https://github.com/github/explore/blob/main/CONTRIBUTING.md>.
+- [ ] This change is not self-promotion.
 
 ### Which change are you proposing?
 
@@ -21,12 +21,12 @@ I'm suggesting these edits to an existing topic or collection:
 
 > Please replace this line with an explanation of why you think these changes should be made.
 
-<!-- ⚠️ ... or this section ⚠️ -->
+<!-- ⚠️ this section... ⚠️ -->
 ### Curating a new topic or collection
 
 - [ ] I've formatted my changes as a new folder directory, named for the topic or collection as it appears in the URL on GitHub (e.g. `https://github.com/topics/[NAME]` or `https://github.com/collections/[NAME]`)
 - [ ] My folder contains a `*.png` image (if applicable) and `index.md`
-- [ ] All required fields in my `index.md` conform to the Style Guide and API docs: <https://github.com/github/explore/tree/master/docs>
+- [ ] All required fields in my `index.md` conform to the Style Guide and API docs: <https://github.com/github/explore/tree/main/docs>
 
 > Please replace this line with an explanation of why you think this topic or collection should be curated.
 
@@ -35,7 +35,7 @@ I'm suggesting these edits to an existing topic or collection:
 
 - [ ] My suggested edits are not about an existing topic or collection, or at least not a single one
 - [ ] My suggested edits are not about curating a new topic or collection, or at least not a single one
-- [ ] My suggested edits conform to the Style Guide and API docs: https://github.com/github/explore/tree/master/docs
+- [ ] My suggested edits conform to the Style Guide and API docs: https://github.com/github/explore/tree/main/docs
 
 > Please replace this line with an explanation of your proposed changes.
 
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index e021c5277dab..9b0e7e07e05b 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -1,15 +1,39 @@
+---
 version: 2
 updates:
-- package-ecosystem: bundler
-  directory: "/"
-  schedule:
-    interval: daily
-    time: "10:00"
-    timezone: Europe/Vienna
-  pull-request-branch-name:
-    separator: "-"
-  open-pull-requests-limit: 99
-  allow:
-  - dependency-type: direct
-  - dependency-type: indirect
-  rebase-strategy: disabled
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      timezone: "America/Los_Angeles"
+    labels:
+      - "dependabot"
+      - "dependencies"
+      - "github-actions"
+    commit-message:
+      prefix: "chore(deps)"
+    open-pull-requests-limit: 99
+    groups:
+      dependencies:
+        applies-to: version-updates
+        update-types:
+          - "minor"
+          - "patch"
+  - package-ecosystem: "bundler"
+    directory: /
+    schedule:
+      interval: "weekly"
+      timezone: "America/Los_Angeles"
+    labels:
+      - "dependabot"
+      - "dependencies"
+      - "bundler"
+    commit-message:
+      prefix: "chore(deps)"
+    open-pull-requests-limit: 99
+    groups:
+      dependencies:
+        applies-to: version-updates
+        update-types:
+          - "minor"
+          - "patch"
diff --git a/.github/workflows/collections-renames.yml b/.github/workflows/collections-renames.yml
new file mode 100644
index 000000000000..f1624d373b06
--- /dev/null
+++ b/.github/workflows/collections-renames.yml
@@ -0,0 +1,39 @@
+name: Check and update renamed/removed collection items
+
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 * * * *" # every hour
+
+permissions:
+  contents: read
+
+jobs:
+  update:
+    permissions:
+      pull-requests: write
+      contents: write
+    runs-on: ubuntu-latest
+    if: github.repository_owner == 'github'
+    steps:
+      - uses: actions/checkout@v6.0.2
+
+      - name: Setup Ruby
+        uses: ruby/setup-ruby@97ecb7b512899eb71ab1bf2310a624c6f1589ac6 # v1.308.0
+        with:
+          bundler-cache: true
+
+      - name: Test collections and modify with changes
+        env:
+          AUTOCORRECT_RENAMED_REPOS: 1
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: bundle exec rake collections
+
+      - name: Commit changes and open PR
+        id: cpr
+        uses: peter-evans/create-pull-request@v8
+        with:
+          commit-message: "✨ Autofixing renamed/removed collection items ✨"
+          committer: "github-actions[bot] <actions@github.com>"
+          branch: update-collections
+          title: "✨ Autofixing renamed/removed collection items ✨"
diff --git a/.github/workflows/conflict.yml b/.github/workflows/conflict.yml
new file mode 100644
index 000000000000..e824022720b1
--- /dev/null
+++ b/.github/workflows/conflict.yml
@@ -0,0 +1,25 @@
+name: Check for conflicts of interest
+
+on:
+  pull_request:
+  merge_group:
+
+permissions:
+  contents: read
+
+jobs:
+  check:
+    runs-on: ubuntu-latest
+    steps:
+      - run: |
+          echo "In order to review this pull request for acceptance, we need to make sure that all of the prerequisites are satisfied."
+          echo "This was not checked:"
+          echo "> This change is not self-promotion."
+          echo "This is a requirement to maintain a high level of independence in this project. Please update to confirm there is no conflict of interest."
+          echo "Thank you!"
+          exit 1
+        if: contains(github.event.pull_request.body, '- [ ] This change is not self-promotion.')
+        name: Fail
+      - run: exit 0
+        if: contains(github.event.pull_request.body, '- [x] This change is not self-promotion.')
+        name: Succeed
diff --git a/.github/workflows/explore-triage-commenter.yml b/.github/workflows/explore-triage-commenter.yml
new file mode 100644
index 000000000000..d1215fdc26c6
--- /dev/null
+++ b/.github/workflows/explore-triage-commenter.yml
@@ -0,0 +1,212 @@
+name: Explore PR Triage Commenter
+
+# Posts a sticky comment on PRs that touch topic or collection pages,
+# surfacing the facts maintainers normally look up by hand:
+#   - topics: repo count for the topic
+#   - collections: per-item stars, last push, owner type, plus a flag if
+#     the PR author looks like one of the item owners (self-submission)
+#
+# Edit-in-place: subsequent runs (synchronize, reopen) update the same
+# comment instead of posting a new one. Marker: <!-- explore-triage-comment -->
+
+on:
+  pull_request_target:
+    types: [opened, synchronize, reopened]
+    paths:
+      - 'topics/**'
+      - 'collections/**'
+
+concurrency:
+  group: explore-triage-commenter-${{ github.event.pull_request.number }}
+  cancel-in-progress: true
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  triage:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/github-script@v9
+        env:
+          MARKER: '<!-- explore-triage-comment -->'
+        with:
+          script: |
+            const marker = process.env.MARKER;
+            const pr = context.payload.pull_request;
+            const prNumber = pr.number;
+            const prAuthor = pr.user.login.toLowerCase();
+            const headSha = pr.head.sha;
+            const baseOwner = context.repo.owner;
+            const baseRepo = context.repo.repo;
+
+            // List files in the PR (paginated).
+            const files = await github.paginate(github.rest.pulls.listFiles, {
+              owner: baseOwner,
+              repo: baseRepo,
+              pull_number: prNumber,
+              per_page: 100,
+            });
+
+            // Detect topic and collection slugs touched.
+            // Skip removed files; only validate slug shape we'd ever expect on disk.
+            const SLUG = /^[a-z0-9](?:[a-z0-9-]{0,80}[a-z0-9])?$/i;
+            const topics = new Set();
+            const collections = new Set();
+            for (const f of files) {
+              if (f.status === 'removed') continue;
+              const m = f.filename.match(/^(topics|collections)\/([^\/]+)\//);
+              if (!m) continue;
+              const slug = m[2];
+              if (!SLUG.test(slug)) continue;
+              if (m[1] === 'topics') topics.add(slug);
+              else collections.add(slug);
+            }
+
+            if (topics.size === 0 && collections.size === 0) {
+              core.info('No topic or collection changes detected; nothing to do.');
+              return;
+            }
+
+            const sections = [];
+
+            // ---- Topic section ----
+            if (topics.size > 0) {
+              const lines = ['### Topics', ''];
+              for (const slug of topics) {
+                let count = null;
+                try {
+                  const res = await github.rest.search.repos({
+                    q: `topic:${slug}`,
+                    per_page: 1,
+                  });
+                  count = res.data.total_count;
+                } catch (err) {
+                  core.warning(`Search failed for topic '${slug}': ${err.message}`);
+                }
+                const url = `https://github.com/topics/${encodeURIComponent(slug)}`;
+                if (count == null) {
+                  lines.push(`- **${slug}** — [topic page](${url}) _(repo count lookup failed)_`);
+                } else {
+                  lines.push(`- **${slug}** — ${count.toLocaleString()} repositories — [topic page](${url})`);
+                }
+              }
+              sections.push(lines.join('\n'));
+            }
+
+            // ---- Collection section ----
+            if (collections.size > 0) {
+              for (const slug of collections) {
+                const lines = [`### Collection \`${slug}\``, ''];
+
+                // Read collection's index.md at the PR head SHA.
+                // PR commits from forks are mirrored into the base repo's network,
+                // so we can fetch from the base repo with the head SHA — simpler
+                // and avoids any cross-repo token concerns.
+                let content;
+                try {
+                  const res = await github.rest.repos.getContent({
+                    owner: baseOwner,
+                    repo: baseRepo,
+                    path: `collections/${slug}/index.md`,
+                    ref: headSha,
+                  });
+                  content = Buffer.from(res.data.content, 'base64').toString('utf8');
+                } catch (err) {
+                  lines.push(`_Could not read \`collections/${slug}/index.md\` at PR head (\`${err.status || 'error'}\`)._`);
+                  sections.push(lines.join('\n'));
+                  continue;
+                }
+
+                const items = parseCollectionItems(content);
+                if (items.length === 0) {
+                  lines.push('_No `items:` list found in frontmatter._');
+                  sections.push(lines.join('\n'));
+                  continue;
+                }
+
+                lines.push('| Item | Stars | Last push | Owner type | Notes |');
+                lines.push('| --- | ---: | --- | --- | --- |');
+
+                for (const item of items) {
+                  if (!/^[\w.-]+\/[\w.-]+$/.test(item)) {
+                    const safeItem = item.replace(/`/g, "'").replace(/\\/g, '\\\\').replace(/\|/g, '\\|');
+                    lines.push(`| \`${safeItem}\` | – | – | – | invalid format |`);
+                    continue;
+                  }
+                  const [owner, repo] = item.split('/');
+                  try {
+                    const r = await github.rest.repos.get({ owner, repo });
+                    const stars = r.data.stargazers_count.toLocaleString();
+                    const pushed = r.data.pushed_at ? r.data.pushed_at.slice(0, 10) : '–';
+                    const ownerType = r.data.owner.type;
+                    const notes = [];
+                    if (owner.toLowerCase() === prAuthor) notes.push('⚠️ possible self-submission');
+                    if (r.data.archived) notes.push('archived');
+                    if (r.data.disabled) notes.push('disabled');
+                    lines.push(`| [\`${item}\`](https://github.com/${item}) | ${stars} | ${pushed} | ${ownerType} | ${notes.join(', ') || '–'} |`);
+                  } catch (err) {
+                    const note = err.status === 404 ? 'not found' : `error (${err.status || '?'})`;
+                    lines.push(`| \`${item}\` | – | – | – | ${note} |`);
+                  }
+                }
+                lines.push('');
+                sections.push(lines.join('\n'));
+              }
+            }
+
+            const body = [
+              marker,
+              '<!-- Maintained by .github/workflows/explore-triage-commenter.yml. Edits will be overwritten. -->',
+              '',
+              '## Maintainer triage',
+              '',
+              ...sections,
+            ].join('\n');
+
+            // Edit-in-place via marker.
+            const comments = await github.paginate(github.rest.issues.listComments, {
+              owner: baseOwner,
+              repo: baseRepo,
+              issue_number: prNumber,
+              per_page: 100,
+            });
+            const existing = comments.find(c => c.body && c.body.startsWith(marker));
+
+            if (existing) {
+              await github.rest.issues.updateComment({
+                owner: baseOwner,
+                repo: baseRepo,
+                comment_id: existing.id,
+                body,
+              });
+              core.info(`Updated comment ${existing.id}`);
+            } else {
+              await github.rest.issues.createComment({
+                owner: baseOwner,
+                repo: baseRepo,
+                issue_number: prNumber,
+                body,
+              });
+              core.info('Created new comment');
+            }
+
+            function parseCollectionItems(text) {
+              // Frontmatter between leading --- lines.
+              const fmMatch = text.match(/^---\n([\s\S]*?)\n---/);
+              if (!fmMatch) return [];
+              const lines = fmMatch[1].split('\n');
+              const items = [];
+              let inItems = false;
+              for (const line of lines) {
+                if (/^items:\s*$/.test(line)) { inItems = true; continue; }
+                // Next top-level key ends the items block.
+                if (inItems && /^[a-zA-Z_]\w*\s*:/.test(line)) break;
+                if (inItems) {
+                  const m = line.match(/^\s*-\s*([^\s#]+)/);
+                  if (m) items.push(m[1]);
+                }
+              }
+              return items;
+            }
diff --git a/.github/workflows/jekyll_build.yml b/.github/workflows/jekyll_build.yml
new file mode 100644
index 000000000000..22bcdbefd4f5
--- /dev/null
+++ b/.github/workflows/jekyll_build.yml
@@ -0,0 +1,56 @@
+name: Build and Publish Jekyll for GitHub Pages
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: read
+
+concurrency:
+  group: "pages"
+  cancel-in-progress: true
+
+jobs:
+  build:
+    permissions:
+      pages: write
+      id-token: write
+    runs-on: ubuntu-latest
+    steps:
+      - name: 📂 checkout
+        uses: actions/checkout@v6.0.2
+
+      - name: 💎 setup ruby
+        uses: ruby/setup-ruby@97ecb7b512899eb71ab1bf2310a624c6f1589ac6 # v1.308.0
+        with:
+          bundler-cache: true
+          cache-version: 0
+
+      - name: 📄 setup pages
+        id: pages
+        uses: actions/configure-pages@v6.0.0
+
+      - name: 🔨 install dependencies & build site
+        uses: actions/jekyll-build-pages@44a6e6beabd48582f863aeeb6cb2151cc1716697 # v1.0.13
+
+      - name: ⚡️ upload artifact
+        uses: actions/upload-pages-artifact@v5.0.0
+
+  deploy:
+    needs: build
+    permissions:
+      pages: write
+      id-token: write
+
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+
+    runs-on: ubuntu-latest
+    steps:
+      - name: 🚀 deploy
+        id: deployment
+        uses: actions/deploy-pages@v5.0.0
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
new file mode 100644
index 000000000000..b10a5e89a16f
--- /dev/null
+++ b/.github/workflows/lint.yml
@@ -0,0 +1,65 @@
+# name: Lint
+# 
+# on:
+#   pull_request_target:
+#   workflow_dispatch:
+#   merge_group:
+# 
+# jobs:
+#   lint:
+#     runs-on: ubuntu-latest
+#     permissions:
+#       contents: read
+#     steps:
+#       - uses: actions/checkout@v6.0.2
+#         with:
+#           ref: ${{ github.event.pull_request.head.sha || github.ref }}
+#           repository: ${{ github.event.pull_request.head.repo.full_name || github.repository }}
+# 
+#       - name: Setup Ruby
+#         uses: ruby/setup-ruby@v1.306.0
+#         with:
+#           bundler-cache: false
+# 
+#       - name: Install dependencies
+#         run: bundle install
+# 
+#       - name: Run RuboCop
+#         run: |
+#           bundle exec rubocop
+# 
+#   autocorrect:
+#     if: github.event.pull_request.head.repo.full_name == github.repository
+#     runs-on: ubuntu-latest
+#     permissions:
+#       contents: write
+#     steps:
+#       - uses: actions/checkout@v6.0.2
+#         with:
+#           ref: ${{ github.event.pull_request.head.ref || github.ref }}
+# 
+#       - name: Setup Ruby
+#         uses: ruby/setup-ruby@v1.306.0
+#         with:
+#           bundler-cache: true
+# 
+#       - name: Run RuboCop with auto-correct
+#         run: |
+#           bundle exec rubocop -A
+# 
+#       - name: Check for changes
+#         run: |
+#           git config --global user.name "github-actions[bot]"
+#           git config --global user.email "github-actions[bot]@users.noreply.github.com"
+#           if git status --porcelain | grep .; then
+#             echo "changes=true" >> $GITHUB_ENV
+#           else
+#             echo "changes=false" >> $GITHUB_ENV
+#           fi
+# 
+#       - name: Commit and push changes
+#         if: env.changes == 'true'
+#         run: |
+#           git add .
+#           git commit -m "chore: auto-corrected with RuboCop"
+#           git push
diff --git a/.github/workflows/pull_request.yml b/.github/workflows/pull_request.yml
deleted file mode 100644
index 7f4e05f0a8c7..000000000000
--- a/.github/workflows/pull_request.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-name: CI/Rubocop
-
-on:
-  push:
-    branches: main
-  pull_request: []
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    steps:
-    - uses: actions/checkout@v2
-    - name: Setup Ruby
-      uses: ruby/setup-ruby@v1
-      with:
-        bundler-cache: true
-    - name: Build and test with Rake/Rubocop
-      run: |
-        bundle exec rake
-        bundle exec rubocop --display-cop-names
diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml
index c67133931769..ad1a5e9f9850 100644
--- a/.github/workflows/stale.yml
+++ b/.github/workflows/stale.yml
@@ -2,21 +2,27 @@ name: Mark stale PRs
 on:
   workflow_dispatch:
   schedule:
-  - cron: "0 12 * * *"
+    - cron: "0 12 * * *"
+
+permissions:
+  contents: read
 
 jobs:
   stale:
+    permissions:
+      issues: write # for actions/stale to close stale issues
+      pull-requests: write # for actions/stale to close stale PRs
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/stale@v3
-      with:
-        stale-pr-message: >
-          This pull request has been automatically marked as stale because it has not
-          had recent activity. It will be closed if no further activity occurs.
-          Thank you for your contributions.
-        stale-pr-label: "stale"
-        exempt-pr-labels: "pinned,security,dependencies"
-        days-before-pr-stale: 30
-        days-before-pr-close: 7
-        ascending: true
-        operations-per-run: 100
+      - uses: actions/stale@v10.2.0
+        with:
+          stale-pr-message: >
+            This pull request has been automatically marked as stale because it has not
+            had recent activity. It will be closed if no further activity occurs.
+            Thank you for your contributions.
+          stale-pr-label: "stale"
+          exempt-pr-labels: "pinned,security,dependencies"
+          days-before-pr-stale: 30
+          days-before-pr-close: 7
+          ascending: true
+          operations-per-run: 100
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 000000000000..d672a5e68000
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,85 @@
+name: Test
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+  workflow_dispatch:
+  merge_group:
+
+permissions:
+  contents: read
+
+jobs:
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - test_type: topics
+          - test_type: collections
+            shard: 0
+            total_shards: 4
+          - test_type: collections
+            shard: 1
+            total_shards: 4
+          - test_type: collections
+            shard: 2
+            total_shards: 4
+          - test_type: collections
+            shard: 3
+            total_shards: 4
+          - test_type: all
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v6.0.2
+        with:
+          fetch-depth: 0
+
+      - name: Get non-topic and non-collection changed files
+        id: all
+        if: matrix.test_type == 'all'
+        run: echo "changed=$(git diff --name-only --diff-filter=ACMRT ${{ github.event.pull_request.base.sha }} ${{ github.sha }} | grep -ve '^topics\/' -ve '^collections\/' | xargs)" >> $GITHUB_OUTPUT
+
+      - name: Get changed topic files
+        id: topics
+        if: matrix.test_type == 'topics'
+        run: echo "changed=$(git diff --name-only --diff-filter=ACMRT ${{ github.event.pull_request.base.sha }} ${{ github.sha }} | grep ^topics\/ | xargs)" >> $GITHUB_OUTPUT
+
+      - name: Get changed collection files
+        id: collections
+        if: matrix.test_type == 'collections'
+        run: echo "changed=$(git diff --name-only --diff-filter=ACMRT ${{ github.event.pull_request.base.sha }} ${{ github.sha }} | grep ^collections\/ | xargs)" >> $GITHUB_OUTPUT
+
+      - name: Setup Ruby
+        if: ${{ steps.topics.outputs.changed || steps.collections.outputs.changed || steps.all.outputs.changed }}
+        uses: ruby/setup-ruby@97ecb7b512899eb71ab1bf2310a624c6f1589ac6 # v1.308.0
+        with:
+          bundler-cache: true
+
+      - name: Restore API cache
+        if: |
+          (matrix.test_type == 'collections' && steps.collections.outputs.changed) ||
+          (matrix.test_type == 'all' && steps.all.outputs.changed)
+        uses: actions/cache@v5
+        with:
+          path: .api-cache.json
+          key: api-cache-${{ matrix.test_type }}-${{ github.run_id }}
+          restore-keys: |
+            api-cache-${{ matrix.test_type }}-
+
+      - name: Build and test with Rake
+        if: |
+          (matrix.test_type == 'topics' && steps.topics.outputs.changed) ||
+          (matrix.test_type == 'collections' && steps.collections.outputs.changed) ||
+          (matrix.test_type == 'all' && steps.all.outputs.changed)
+        run: bundle exec rake ${{ matrix.test_type }}
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          TOPIC_FILES: ${{ steps.topics.outputs.changed }}
+          COLLECTION_FILES: ${{ steps.collections.outputs.changed }}
+          TEST_ALL_FILES: ${{ steps.all.outputs.changed }}
+          SKIP_COLLECTION_API_CHECKS: ${{ matrix.test_type == 'all' && '1' || '' }}
+          COLLECTION_SHARD: ${{ matrix.shard }}
+          COLLECTION_TOTAL_SHARDS: ${{ matrix.total_shards }}
diff --git a/.gitignore b/.gitignore
index 5caafa23b1fb..71b5d53b1ee0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,11 @@
 .DS_Store
 scripts/
+_site
+.sass-cache
+.jekyll-cache
+.jekyll-metadata
+vendor
+.bundle
+.idea
+.tool-versions
+.api-cache.json
diff --git a/.rubocop.yml b/.rubocop.yml
index c0b687803885..81fc37dbd84c 100644
--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -1,7 +1,7 @@
 require: rubocop-performance
 
 AllCops:
-  TargetRubyVersion: 2.7
+  TargetRubyVersion: 3.1
   Exclude:
     - '**/bin/**/*'
     - '**/db/**/*'
@@ -16,7 +16,7 @@ Metrics/BlockLength:
 
 Layout/LineLength:
   Max: 100
-  IgnoredPatterns: ['\A\s*#']
+  AllowedPatterns: ['\A\s*#']
 
 Naming/RescuedExceptionsVariableName:
   PreferredName: "error"
diff --git a/.ruby-version b/.ruby-version
index fd2a01863fdd..47b322c971c3 100644
--- a/.ruby-version
+++ b/.ruby-version
@@ -1 +1 @@
-3.1.0
+3.4.1
diff --git a/Brewfile b/Brewfile
deleted file mode 100644
index dc23f8cdcf17..000000000000
--- a/Brewfile
+++ /dev/null
@@ -1,4 +0,0 @@
-tap "github/bootstrap"
-
-brew "rbenv"
-brew "ruby-build"
diff --git a/CNAME b/CNAME
new file mode 100644
index 000000000000..7b07c85716ee
--- /dev/null
+++ b/CNAME
@@ -0,0 +1 @@
+explore-feed.github.com
diff --git a/CODEOWNERS b/CODEOWNERS
index ad742157975b..bfb34737c465 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -1,2 +1,2 @@
 *  @github/communities-oss-reviewers
-collections/made-in-india/ @github/india-community-reviewers
+collections/made-in-india/ @github/india-community-reviewers @github/communities-oss-reviewers
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f98fbecd61f7..6062b32a2582 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,6 +1,6 @@
 # Contributing
 
-Hi there! We're excited you've got ideas to improve topics and collections. You're helping the community discover valuable information.
+Hi there! We're excited you have ideas to improve topics and collections. You're helping the community discover valuable information.
 
 This project adheres to the [Contributor Covenant Code of Conduct](CODE_OF_CONDUCT.md). By participating, you are expected to uphold this code.
 
@@ -11,20 +11,21 @@ There are a few ways you can contribute:
 
 As you write content, check out the [Style Guide](./docs/styleguide.md) to learn what each field means, and how it should be formatted. Following the style guide will increase the chances of your contribution being accepted.
 
-Notes: 
-  - Updates won't immediately appear once we've merged your PR. We pull in these changes regularly to GitHub.
-  - Please limit your pull request to the creation/updating of one topic or collection at a time.
+Notes:
+
+- Updates won't immediately appear once we've merged your PR. We pull in these changes regularly to GitHub.
+- Please limit your pull request to the creation/updating of one topic or collection at a time.
 
 ## Improving an existing topic or collection
 
 If a topic or collection already exists, it will be listed in its respective directory:
 
-- [topics/](https://github.com/github/explore/tree/master/topics)
-- [collections/](https://github.com/github/explore/tree/master/collections)
+- [topics/](https://github.com/github/explore/tree/main/topics)
+- [collections/](https://github.com/github/explore/tree/main/collections)
 
-The topic or collection name should match its URL, e.g. `https://github.com/topics/rails` corresponds to the [`topics/rails` directory](https://github.com/github/explore/tree/master/topics/rails).
+The topic or collection name should match its URL, e.g. `https://github.com/topics/rails` corresponds to the [`topics/rails` directory](https://github.com/github/explore/tree/main/topics/rails).
 
-To make an improvement, please **open a pull request** with your proposed changes:
+To make an improvement, please **open a pull request** with your proposed changes. 
 
 ### Update the image
 
@@ -34,10 +35,11 @@ To update the image, simply replace the image inside the directory for the topic
 
 To update text and links, edit the `index.md` inside the topic or collection's directory. These files are formatted using a combination of [Front Matter](https://jekyllrb.com/docs/frontmatter/) and simple body content.
 
-For **topics**, you'll notice that, in examples like the topic "[algorithm](https://raw.githubusercontent.com/github/explore/master/topics/algorithm/index.md)," data like its canonical URL, Wikipedia URL, or display name are called out in key-value pairs, while its detailed description is accounted for in the body of the document.
+For **topics**, you'll notice that, in examples like the topic "[algorithm](https://raw.githubusercontent.com/github/explore/main/topics/algorithm/index.md)," data like its canonical URL, Wikipedia URL, or display name are called out in key-value pairs, while its detailed description is accounted for in the body of the document.
 
 _/topics/algorithm/index.md_:
-```
+
+```markdown
 ---
 aliases: algorithms
 display_name: Algorithm
@@ -50,11 +52,11 @@ Algorithms are detailed sets of guidelines created for a computer program to com
 
 ---
 
-Similarly, **collections** like "[music](https://raw.githubusercontent.com/github/explore/master/collections/music/index.md)" call out things like their author and display name in Front Matter variables -- with a detailed description in the body of the document. Most importantly, though, collections identify their individual collection items in [a YAML list](https://en.wikipedia.org/wiki/YAML#Basic_components) for the key "items."
+Similarly, **collections** like "[music](https://raw.githubusercontent.com/github/explore/main/collections/music/index.md)" call out things like their author and display name in Front Matter variables -- with a detailed description in the body of the document. Most importantly, though, collections identify their individual collection items in [a YAML list](https://en.wikipedia.org/wiki/YAML#Basic_components) for the key "items."
 
 _/collections/music/index.md_:
 
-```
+```markdown
 ---
 items:
  - beetbox/beets
@@ -80,7 +82,7 @@ Drop the code bass with these musically themed repositories.
 
 The [pull request template](./.github/PULL_REQUEST_TEMPLATE.md) also provides guidance on the information you need to include.
 
-**Please fill out the pull request template completely.** If you do not fill out the template, your PR will be closed.
+**Please fill out the pull request template completely,** if you do not fill out the template, your PR will be closed.
 
 ## Curating a new topic or collection
 
@@ -92,22 +94,25 @@ Please note that all suggestions must adhere to GitHub's [Community Guidelines](
 
 To propose a new topic or collection, please **open a pull request** with your proposed additions. The [API docs](./docs/API.md) and [style guide](./docs/styleguide.md) provide guidance on the information you need to include and how it should be formatted.
 
-This repository includes [a list of the most-used GitHub topics that don't yet have extra context](topics-todo.md). If your pull request adds one of these topics, please update topics-todo.md so that the topic is checked (marked complete).
-
 **Please fill out the pull request template completely.** If you do not fill out the template, your pull request will be closed.
 
 ## Guidelines
 
-* Avoid conflicts of interest. Maintainers of a project cannot add a topic or collection for their own project. If a topic is popular enough to warrant inclusion, someone else will add or improve it.
+- Avoid conflicts of interest. These should be of general community interest, not self promotion. If it is self promotion, it's unlikely to be accepted.
+- We love experimenting with new technologies, and we are especially fond of GitHub Copilot. But as with all new technology, many of us are still getting accustomed to using generative AI tools effectively. Here are important guidelines to follow when using generative AI to contribute to this repository (adapted from the [GitHub Community Discussions CoC](https://github.com/community/community/blob/main/CODE_OF_CONDUCT.md#reasonable-use-of-ai-generated-content)):
+  - Read and revise the content before you post it. Use your own authentic voice and edit.
+  - Do not post AI-generated content verbatim to pad out the size and number of your contributions. Your changes should materially improve the site, not just say the same thing in different words.
+  - AI tools will often provide completely inaccurate or invented answers to prompts. Verify with an independent source that the information is correct before including it.
 
 ## Running tests
 
-There are some lint tests in place to ensure each topic is formatted in the way we expect. Travis
-CI will run the tests automatically. If you want to run the tests yourself locally, you will need
-Ruby and Bundler installed.
+There are some lint tests in place to ensure each topic is formatted in the way we expect. GitHub
+Actions will run the tests automatically. If you want to run the tests yourself locally, you will
+need Ruby and Bundler installed.
 
 You can run the tests using:
 
 ```bash
-script/cibuild
+bundle install
+bundle exec rubocop
 ```
diff --git a/Gemfile b/Gemfile
index 5043a2f401dc..fcb12edec09c 100644
--- a/Gemfile
+++ b/Gemfile
@@ -1,12 +1,24 @@
 source "https://rubygems.org"
 
+gem "faraday", "2.14.2"
+gem "faraday-retry", "2.4.0"
+gem "github-pages", "~> 232", group: :jekyll_plugins
+gem "json", "2.19.5"
+gem "language_server-protocol", "3.17.0.5"
+gem "nokogiri", "~> 1.19.3"
+gem "rake", "13.4.2"
+gem "rubocop", "1.86.2"
+
 group :test do
   gem "fastimage"
+  gem "httparty"
   gem "minitest"
-  gem "octokit", "~> 4.22"
+  gem "octokit"
   gem "pry", require: false
-  gem "rake"
-  gem "rubocop"
   gem "rubocop-performance"
   gem "safe_yaml"
 end
+
+group :development do
+  gem "webrick"
+end
diff --git a/Gemfile.lock b/Gemfile.lock
index 039f32047593..6303b7a98fdc 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -1,85 +1,388 @@
 GEM
   remote: https://rubygems.org/
   specs:
-    addressable (2.8.0)
-      public_suffix (>= 2.0.2, < 5.0)
-    ast (2.4.2)
+    activesupport (8.0.2)
+      base64
+      benchmark (>= 0.3)
+      bigdecimal
+      concurrent-ruby (~> 1.0, >= 1.3.1)
+      connection_pool (>= 2.2.5)
+      drb
+      i18n (>= 1.6, < 2)
+      logger (>= 1.4.2)
+      minitest (>= 5.1)
+      securerandom (>= 0.3)
+      tzinfo (~> 2.0, >= 2.0.5)
+      uri (>= 0.13.1)
+    addressable (2.9.0)
+      public_suffix (>= 2.0.2, < 8.0)
+    ast (2.4.3)
+    base64 (0.2.0)
+    benchmark (0.4.1)
+    bigdecimal (4.0.1)
     coderay (1.1.3)
-    faraday (1.10.0)
-      faraday-em_http (~> 1.0)
-      faraday-em_synchrony (~> 1.0)
-      faraday-excon (~> 1.1)
-      faraday-httpclient (~> 1.0)
-      faraday-multipart (~> 1.0)
-      faraday-net_http (~> 1.0)
-      faraday-net_http_persistent (~> 1.0)
-      faraday-patron (~> 1.0)
-      faraday-rack (~> 1.0)
-      faraday-retry (~> 1.0)
-      ruby2_keywords (>= 0.0.4)
-    faraday-em_http (1.0.0)
-    faraday-em_synchrony (1.0.0)
-    faraday-excon (1.1.0)
-    faraday-httpclient (1.0.1)
-    faraday-multipart (1.0.3)
-      multipart-post (>= 1.2, < 3)
-    faraday-net_http (1.0.1)
-    faraday-net_http_persistent (1.2.0)
-    faraday-patron (1.0.0)
-    faraday-rack (1.0.0)
-    faraday-retry (1.0.3)
-    fastimage (2.2.6)
-    method_source (1.0.0)
-    minitest (5.15.0)
-    multipart-post (2.1.1)
-    octokit (4.22.0)
-      faraday (>= 0.9)
-      sawyer (~> 0.8.0, >= 0.5.3)
-    parallel (1.22.0)
-    parser (3.1.1.0)
+    coffee-script (2.4.1)
+      coffee-script-source
+      execjs
+    coffee-script-source (1.12.2)
+    colorator (1.1.0)
+    commonmarker (0.23.11)
+    concurrent-ruby (1.3.5)
+    connection_pool (2.5.3)
+    csv (3.3.5)
+    dnsruby (1.72.3)
+      base64 (~> 0.2.0)
+      simpleidn (~> 0.2.1)
+    drb (2.2.3)
+    em-websocket (0.5.3)
+      eventmachine (>= 0.12.9)
+      http_parser.rb (~> 0)
+    ethon (0.16.0)
+      ffi (>= 1.15.0)
+    eventmachine (1.2.7)
+    execjs (2.10.0)
+    faraday (2.14.2)
+      faraday-net_http (>= 2.0, < 3.5)
+      json
+      logger
+    faraday-net_http (3.4.2)
+      net-http (~> 0.5)
+    faraday-retry (2.4.0)
+      faraday (~> 2.0)
+    fastimage (2.4.1)
+    ffi (1.17.2)
+    ffi (1.17.2-aarch64-linux-gnu)
+    ffi (1.17.2-aarch64-linux-musl)
+    ffi (1.17.2-arm-linux-gnu)
+    ffi (1.17.2-arm-linux-musl)
+    ffi (1.17.2-arm64-darwin)
+    ffi (1.17.2-x86-linux-gnu)
+    ffi (1.17.2-x86-linux-musl)
+    ffi (1.17.2-x86_64-darwin)
+    ffi (1.17.2-x86_64-linux-gnu)
+    ffi (1.17.2-x86_64-linux-musl)
+    forwardable-extended (2.6.0)
+    gemoji (4.1.0)
+    github-pages (232)
+      github-pages-health-check (= 1.18.2)
+      jekyll (= 3.10.0)
+      jekyll-avatar (= 0.8.0)
+      jekyll-coffeescript (= 1.2.2)
+      jekyll-commonmark-ghpages (= 0.5.1)
+      jekyll-default-layout (= 0.1.5)
+      jekyll-feed (= 0.17.0)
+      jekyll-gist (= 1.5.0)
+      jekyll-github-metadata (= 2.16.1)
+      jekyll-include-cache (= 0.2.1)
+      jekyll-mentions (= 1.6.0)
+      jekyll-optional-front-matter (= 0.3.2)
+      jekyll-paginate (= 1.1.0)
+      jekyll-readme-index (= 0.3.0)
+      jekyll-redirect-from (= 0.16.0)
+      jekyll-relative-links (= 0.6.1)
+      jekyll-remote-theme (= 0.4.3)
+      jekyll-sass-converter (= 1.5.2)
+      jekyll-seo-tag (= 2.8.0)
+      jekyll-sitemap (= 1.4.0)
+      jekyll-swiss (= 1.0.0)
+      jekyll-theme-architect (= 0.2.0)
+      jekyll-theme-cayman (= 0.2.0)
+      jekyll-theme-dinky (= 0.2.0)
+      jekyll-theme-hacker (= 0.2.0)
+      jekyll-theme-leap-day (= 0.2.0)
+      jekyll-theme-merlot (= 0.2.0)
+      jekyll-theme-midnight (= 0.2.0)
+      jekyll-theme-minimal (= 0.2.0)
+      jekyll-theme-modernist (= 0.2.0)
+      jekyll-theme-primer (= 0.6.0)
+      jekyll-theme-slate (= 0.2.0)
+      jekyll-theme-tactile (= 0.2.0)
+      jekyll-theme-time-machine (= 0.2.0)
+      jekyll-titles-from-headings (= 0.5.3)
+      jemoji (= 0.13.0)
+      kramdown (= 2.4.0)
+      kramdown-parser-gfm (= 1.1.0)
+      liquid (= 4.0.4)
+      mercenary (~> 0.3)
+      minima (= 2.5.1)
+      nokogiri (>= 1.16.2, < 2.0)
+      rouge (= 3.30.0)
+      terminal-table (~> 1.4)
+      webrick (~> 1.8)
+    github-pages-health-check (1.18.2)
+      addressable (~> 2.3)
+      dnsruby (~> 1.60)
+      octokit (>= 4, < 8)
+      public_suffix (>= 3.0, < 6.0)
+      typhoeus (~> 1.3)
+    html-pipeline (2.14.3)
+      activesupport (>= 2)
+      nokogiri (>= 1.4)
+    http_parser.rb (0.8.0)
+    httparty (0.24.2)
+      csv
+      mini_mime (>= 1.0.0)
+      multi_xml (>= 0.5.2)
+    i18n (1.14.7)
+      concurrent-ruby (~> 1.0)
+    io-console (0.8.2)
+    jekyll (3.10.0)
+      addressable (~> 2.4)
+      colorator (~> 1.0)
+      csv (~> 3.0)
+      em-websocket (~> 0.5)
+      i18n (>= 0.7, < 2)
+      jekyll-sass-converter (~> 1.0)
+      jekyll-watch (~> 2.0)
+      kramdown (>= 1.17, < 3)
+      liquid (~> 4.0)
+      mercenary (~> 0.3.3)
+      pathutil (~> 0.9)
+      rouge (>= 1.7, < 4)
+      safe_yaml (~> 1.0)
+      webrick (>= 1.0)
+    jekyll-avatar (0.8.0)
+      jekyll (>= 3.0, < 5.0)
+    jekyll-coffeescript (1.2.2)
+      coffee-script (~> 2.2)
+      coffee-script-source (~> 1.12)
+    jekyll-commonmark (1.4.0)
+      commonmarker (~> 0.22)
+    jekyll-commonmark-ghpages (0.5.1)
+      commonmarker (>= 0.23.7, < 1.1.0)
+      jekyll (>= 3.9, < 4.0)
+      jekyll-commonmark (~> 1.4.0)
+      rouge (>= 2.0, < 5.0)
+    jekyll-default-layout (0.1.5)
+      jekyll (>= 3.0, < 5.0)
+    jekyll-feed (0.17.0)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-gist (1.5.0)
+      octokit (~> 4.2)
+    jekyll-github-metadata (2.16.1)
+      jekyll (>= 3.4, < 5.0)
+      octokit (>= 4, < 7, != 4.4.0)
+    jekyll-include-cache (0.2.1)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-mentions (1.6.0)
+      html-pipeline (~> 2.3)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-optional-front-matter (0.3.2)
+      jekyll (>= 3.0, < 5.0)
+    jekyll-paginate (1.1.0)
+    jekyll-readme-index (0.3.0)
+      jekyll (>= 3.0, < 5.0)
+    jekyll-redirect-from (0.16.0)
+      jekyll (>= 3.3, < 5.0)
+    jekyll-relative-links (0.6.1)
+      jekyll (>= 3.3, < 5.0)
+    jekyll-remote-theme (0.4.3)
+      addressable (~> 2.0)
+      jekyll (>= 3.5, < 5.0)
+      jekyll-sass-converter (>= 1.0, <= 3.0.0, != 2.0.0)
+      rubyzip (>= 1.3.0, < 3.0)
+    jekyll-sass-converter (1.5.2)
+      sass (~> 3.4)
+    jekyll-seo-tag (2.8.0)
+      jekyll (>= 3.8, < 5.0)
+    jekyll-sitemap (1.4.0)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-swiss (1.0.0)
+    jekyll-theme-architect (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-cayman (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-dinky (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-hacker (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-leap-day (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-merlot (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-midnight (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-minimal (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-modernist (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-primer (0.6.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-github-metadata (~> 2.9)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-slate (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-tactile (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-theme-time-machine (0.2.0)
+      jekyll (> 3.5, < 5.0)
+      jekyll-seo-tag (~> 2.0)
+    jekyll-titles-from-headings (0.5.3)
+      jekyll (>= 3.3, < 5.0)
+    jekyll-watch (2.2.1)
+      listen (~> 3.0)
+    jemoji (0.13.0)
+      gemoji (>= 3, < 5)
+      html-pipeline (~> 2.2)
+      jekyll (>= 3.0, < 5.0)
+    json (2.19.5)
+    kramdown (2.4.0)
+      rexml
+    kramdown-parser-gfm (1.1.0)
+      kramdown (~> 2.0)
+    language_server-protocol (3.17.0.5)
+    lint_roller (1.1.0)
+    liquid (4.0.4)
+    listen (3.9.0)
+      rb-fsevent (~> 0.10, >= 0.10.3)
+      rb-inotify (~> 0.9, >= 0.9.10)
+    logger (1.7.0)
+    mercenary (0.3.6)
+    method_source (1.1.0)
+    mini_mime (1.1.5)
+    mini_portile2 (2.8.9)
+    minima (2.5.1)
+      jekyll (>= 3.5, < 5.0)
+      jekyll-feed (~> 0.9)
+      jekyll-seo-tag (~> 2.1)
+    minitest (6.0.6)
+      drb (~> 2.0)
+      prism (~> 1.5)
+    multi_xml (0.8.1)
+      bigdecimal (>= 3.1, < 5)
+    net-http (0.9.1)
+      uri (>= 0.11.1)
+    nokogiri (1.19.3)
+      mini_portile2 (~> 2.8.2)
+      racc (~> 1.4)
+    nokogiri (1.19.3-aarch64-linux-gnu)
+      racc (~> 1.4)
+    nokogiri (1.19.3-aarch64-linux-musl)
+      racc (~> 1.4)
+    nokogiri (1.19.3-arm-linux-gnu)
+      racc (~> 1.4)
+    nokogiri (1.19.3-arm-linux-musl)
+      racc (~> 1.4)
+    nokogiri (1.19.3-arm64-darwin)
+      racc (~> 1.4)
+    nokogiri (1.19.3-x86_64-darwin)
+      racc (~> 1.4)
+    nokogiri (1.19.3-x86_64-linux-gnu)
+      racc (~> 1.4)
+    nokogiri (1.19.3-x86_64-linux-musl)
+      racc (~> 1.4)
+    octokit (4.25.1)
+      faraday (>= 1, < 3)
+      sawyer (~> 0.9)
+    parallel (2.1.0)
+    parser (3.3.11.1)
       ast (~> 2.4.1)
-    pry (0.14.1)
+      racc
+    pathutil (0.16.2)
+      forwardable-extended (~> 2.6)
+    prism (1.9.0)
+    pry (0.16.0)
       coderay (~> 1.1)
       method_source (~> 1.0)
-    public_suffix (4.0.6)
+      reline (>= 0.6.0)
+    public_suffix (5.1.1)
+    racc (1.8.1)
     rainbow (3.1.1)
-    rake (13.0.6)
-    regexp_parser (2.2.1)
-    rexml (3.2.5)
-    rubocop (1.26.1)
-      parallel (~> 1.10)
-      parser (>= 3.1.0.0)
+    rake (13.4.2)
+    rb-fsevent (0.11.2)
+    rb-inotify (0.11.1)
+      ffi (~> 1.0)
+    regexp_parser (2.12.0)
+    reline (0.6.3)
+      io-console (~> 0.5)
+    rexml (3.4.2)
+    rouge (3.30.0)
+    rubocop (1.86.2)
+      json (~> 2.3)
+      language_server-protocol (~> 3.17.0.2)
+      lint_roller (~> 1.1.0)
+      parallel (>= 1.10)
+      parser (>= 3.3.0.2)
       rainbow (>= 2.2.2, < 4.0)
-      regexp_parser (>= 1.8, < 3.0)
-      rexml
-      rubocop-ast (>= 1.16.0, < 2.0)
+      regexp_parser (>= 2.9.3, < 3.0)
+      rubocop-ast (>= 1.49.0, < 2.0)
       ruby-progressbar (~> 1.7)
-      unicode-display_width (>= 1.4.0, < 3.0)
-    rubocop-ast (1.16.0)
-      parser (>= 3.1.1.0)
-    rubocop-performance (1.13.3)
-      rubocop (>= 1.7.0, < 2.0)
-      rubocop-ast (>= 0.4.0)
-    ruby-progressbar (1.11.0)
-    ruby2_keywords (0.0.5)
+      unicode-display_width (>= 2.4.0, < 4.0)
+    rubocop-ast (1.49.1)
+      parser (>= 3.3.7.2)
+      prism (~> 1.7)
+    rubocop-performance (1.26.1)
+      lint_roller (~> 1.1)
+      rubocop (>= 1.75.0, < 2.0)
+      rubocop-ast (>= 1.47.1, < 2.0)
+    ruby-progressbar (1.13.0)
+    rubyzip (2.4.1)
     safe_yaml (1.0.5)
-    sawyer (0.8.2)
+    sass (3.7.4)
+      sass-listen (~> 4.0.0)
+    sass-listen (4.0.0)
+      rb-fsevent (~> 0.9, >= 0.9.4)
+      rb-inotify (~> 0.9, >= 0.9.7)
+    sawyer (0.9.2)
       addressable (>= 2.3.5)
-      faraday (> 0.8, < 2.0)
-    unicode-display_width (2.1.0)
+      faraday (>= 0.17.3, < 3)
+    securerandom (0.4.1)
+    simpleidn (0.2.3)
+    terminal-table (1.6.0)
+    typhoeus (1.4.1)
+      ethon (>= 0.9.0)
+    tzinfo (2.0.6)
+      concurrent-ruby (~> 1.0)
+    unicode-display_width (3.2.0)
+      unicode-emoji (~> 4.1)
+    unicode-emoji (4.2.0)
+    uri (1.1.1)
+    webrick (1.9.2)
 
 PLATFORMS
+  aarch64-linux-gnu
+  aarch64-linux-musl
+  arm-linux
+  arm-linux-gnu
+  arm-linux-musl
+  arm64-darwin
   ruby
+  x86-linux
+  x86-linux-gnu
+  x86-linux-musl
+  x86_64-darwin
+  x86_64-linux
+  x86_64-linux-gnu
+  x86_64-linux-musl
 
 DEPENDENCIES
+  faraday (= 2.14.2)
+  faraday-retry (= 2.4.0)
   fastimage
+  github-pages (~> 232)
+  httparty
+  json (= 2.19.5)
+  language_server-protocol (= 3.17.0.5)
   minitest
-  octokit (~> 4.22)
+  nokogiri (~> 1.19.3)
+  octokit
   pry
-  rake
-  rubocop
+  rake (= 13.4.2)
+  rubocop (= 1.86.2)
   rubocop-performance
   safe_yaml
+  webrick
 
 BUNDLED WITH
-   2.1.4
+   2.7.1
diff --git a/README.md b/README.md
index ae0917baf21c..27465477ecdd 100644
--- a/README.md
+++ b/README.md
@@ -4,18 +4,21 @@ This repository houses all of the community-curated content for GitHub Topics an
 
 [Topics](https://help.github.com/articles/about-topics/) help you explore repositories in a particular subject area, learn more about that subject, and find projects to contribute to.
 
-[Collections](http://github.com/collections) help you discover hand-picked repositories, developers, organizations, videos, and articles that share a common theme.
+[Collections](https://github.com/collections) help you discover hand-picked repositories, developers, organizations, videos, and articles that share a common theme.
 
-If you want to suggest edits to an existing topic page or collection, or curate a new one, read our [contributing guide](CONTRIBUTING.md) to get started. You can also [review a list of popular topics that need more context](topics-todo.md) to get an idea of where to start.
+If you want to suggest edits to an existing Topic page or Collection, or curate a new one, read our [contributing guide](CONTRIBUTING.md) to get started.
 
 ## Running tests
 
-There are some lint tests in place to ensure each topic is formatted in the way we expect. Travis CI will run the tests automatically. If you want to run the tests yourself locally, you will need Ruby and Bundler installed.
+There are some lint tests in place to ensure each Topic is formatted in the way we expect. GitHub
+Actions will run the tests automatically. If you want to run the tests yourself locally, you will
+need Ruby and Bundler installed.
 
 You can run the tests using:
 
 ```bash
-script/cibuild
+bundle install
+bundle exec rubocop
 ```
 
 ## Licenses
diff --git a/Rakefile b/Rakefile
index 5dfa61083876..47d91f420425 100644
--- a/Rakefile
+++ b/Rakefile
@@ -1,10 +1,32 @@
 require "rake/testtask"
 
-Rake::TestTask.new do |t|
+Rake::TestTask.new(:topics) do |t|
+  t.libs << "test"
+  t.test_files = FileList["test/topics_test.rb"]
+  t.warning = false
+  t.verbose = false
+end
+
+Rake::TestTask.new(:collections) do |t|
+  t.libs << "test"
+  t.test_files = FileList["test/collections_test.rb"]
+  t.warning = false
+  t.verbose = false
+end
+
+Rake::TestTask.new(:default) do |t|
   t.libs << "test"
   t.test_files = FileList["test/*_test.rb"]
   t.warning = false
   t.verbose = false
 end
 
+desc "Run topics related tests"
+task topics: :test
+
+desc "Run collections related tests"
+task collections: :test
+
+desc "Run all tests"
 task default: :test
+task all: :default
diff --git a/_config.yml b/_config.yml
new file mode 100644
index 000000000000..7d8b59e94903
--- /dev/null
+++ b/_config.yml
@@ -0,0 +1,23 @@
+title: GitHub Explore Feed
+description: Feed for GitHub Topics and Collections.
+
+repository: github/explore
+
+plugins:
+  - jekyll-redirect-from
+
+exclude:
+  - .git
+  - CODEOWNERS
+  - Gemfile
+  - Gemfile.lock
+  - README.md
+  - Rakefile
+  - collections
+  - test
+  - topics
+  - vendor
+
+collections:
+  topics:
+  explore_collections:
diff --git a/_explore_collections b/_explore_collections
new file mode 120000
index 000000000000..3c60050e6fe9
--- /dev/null
+++ b/_explore_collections
@@ -0,0 +1 @@
+collections
\ No newline at end of file
diff --git a/_topics b/_topics
new file mode 120000
index 000000000000..fbdbe933f89d
--- /dev/null
+++ b/_topics
@@ -0,0 +1 @@
+topics
\ No newline at end of file
diff --git a/collections/ai-agents/index.md b/collections/ai-agents/index.md
new file mode 100644
index 000000000000..ed26d356ff9c
--- /dev/null
+++ b/collections/ai-agents/index.md
@@ -0,0 +1,12 @@
+---
+items:
+ - langchain-ai/langchain
+ - crewAIInc/crewAI
+ - microsoft/autogen
+ - microsoft/semantic-kernel
+ - modelcontextprotocol/servers
+ - gfernandf/agent-skills
+display_name: AI Agents
+created_by: gfernandf
+---
+Frameworks, toolkits, and skill libraries for building autonomous AI agents. These projects help developers create agents that can plan, reason, use tools, and execute multi-step workflows powered by large language models.
diff --git a/collections/ai-model-zoos/index.md b/collections/ai-model-zoos/index.md
index 747d12156548..cb49039e7f69 100644
--- a/collections/ai-model-zoos/index.md
+++ b/collections/ai-model-zoos/index.md
@@ -3,15 +3,15 @@ items:
  - tensorflow/models
  - Theano/Theano
  - BVLC/caffe
- - caffe2/models
- - apache/incubator-mxnet
- - eclipse/deeplearning4j
- - sdhnshu/pytorch-model-zoo
+ - facebookarchive/models
+ - apache/mxnet
+ - deeplearning4j/deeplearning4j
+ - theonesud/Pytorch-Model-Zoo
  - Lasagne/Recipes
  - albertomontesg/keras-model-zoo
  - hindupuravinash/the-gan-zoo
  - likedan/Awesome-CoreML-Models
- - Microsoft/CNTK
+ - microsoft/CNTK
 display_name: Model Zoos of machine and deep learning technologies
 created_by: alanbraz
 ---
diff --git a/collections/cheatsheets/index.md b/collections/cheatsheets/index.md
index e94f3054e541..c0b0a7326628 100644
--- a/collections/cheatsheets/index.md
+++ b/collections/cheatsheets/index.md
@@ -4,9 +4,14 @@ items:
  - detailyang/awesome-cheatsheet
  - FavioVazquez/ds-cheatsheets
  - gto76/python-cheatsheet
- - wilfredinni/python-cheatsheet
+ - labex-labs/python-cheatsheet
  - ihebski/DefaultCreds-cheat-sheet
+ - tldr-pages/tldr
+ - cheat/cheat
+ - srsudar/eg
+ - gnebbia/kb
+ - denisidoro/navi
 display_name: Useful cheatsheets
 created_by: Luois45
 ---
-A list of useful cheatsheets for various programming languages
+A list of useful cheat sheets for various programming languages and commands.
diff --git a/collections/choosing-projects/index.md b/collections/choosing-projects/index.md
index e3168186dc12..eed99536eca5 100644
--- a/collections/choosing-projects/index.md
+++ b/collections/choosing-projects/index.md
@@ -1,11 +1,17 @@
 ---
 items:
  - rust-lang/rust
- - HospitalRun/hospitalrun-frontend
- - hoodiehq/hoodie
  - Homebrew/brew
  - https://www.youtube.com/embed/dSl_qnWO104
  - public-apis/public-apis
+ - SerenityOS/serenity
+ - komodorio/helm-dashboard
+ - cloudquery/cloudquery
+ - Ileriayo/markdown-badges
+ - mem0ai/mem0
+ - Codecademy/docs
+ - OpenSource-Communities/guestbook 
+ - firstcontributions/first-contributions
 display_name: How to choose (and contribute to) your first open source project
 created_by: kytrinyx
 ---
diff --git a/collections/clean-code-linters/index.md b/collections/clean-code-linters/index.md
index 53a91b5985b1..f2981ecc8a17 100644
--- a/collections/clean-code-linters/index.md
+++ b/collections/clean-code-linters/index.md
@@ -22,13 +22,24 @@ items:
  - innogames/igcommit
  - rodjek/puppet-lint
  - koalaman/shellcheck
- - jimhester/lintr
- - testdouble/standard
+ - r-lib/lintr
+ - standardrb/standard
  - realm/SwiftLint
  - replicatedhq/dockerfilelint
  - mvdan/sh
- - ansible-community/ansible-lint
+ - ansible/ansible-lint
  - dotenv-linter/dotenv-linter
+ - florianschanda/miss_hit
+ - pmd/pmd
+ - diffplug/spotless
+ - spotbugs/spotbugs
+ - trunk-io/plugins
+ - astral-sh/ruff
+ - golangci/golangci-lint
+ - nicklockwood/SwiftFormat
+ - super-linter/super-linter
+ - stylelint/stylelint
+ - agent-sh/agnix
 display_name: Clean code linters
 created_by: holman
 ---
diff --git a/collections/clipboard-managers/clipboard-managers.png b/collections/clipboard-managers/clipboard-managers.png
new file mode 100644
index 000000000000..4eef9d4447f2
Binary files /dev/null and b/collections/clipboard-managers/clipboard-managers.png differ
diff --git a/collections/clipboard-managers/index.md b/collections/clipboard-managers/index.md
new file mode 100644
index 000000000000..4569daf3190d
--- /dev/null
+++ b/collections/clipboard-managers/index.md
@@ -0,0 +1,12 @@
+---
+items:
+ - Slackadays/Clipboard
+ - p0deje/Maccy
+ - hluk/CopyQ
+ - TermiT/Flycut
+ - Clipy/Clipy
+display_name: Clipboard Managers
+created_by: SpongeJohnSquareLennon
+image: clipboard-managers.png
+---
+Leave more room in your brain with this list of awesome clipboard managers.
diff --git a/collections/code-quality-in-php/index.md b/collections/code-quality-in-php/index.md
index afbe93ba4af0..98021bd6660e 100644
--- a/collections/code-quality-in-php/index.md
+++ b/collections/code-quality-in-php/index.md
@@ -1,7 +1,7 @@
 ---
 items:
  - squizlabs/PHP_CodeSniffer
- - FriendsOfPHP/PHP-CS-Fixer
+ - PHP-CS-Fixer/PHP-CS-Fixer
  - psecio/parse
  - phan/phan
  - sebastianbergmann/phpcpd
diff --git a/collections/css-frameworks/index.md b/collections/css-frameworks/index.md
index 3200f442b360..9fc3f0b32f50 100644
--- a/collections/css-frameworks/index.md
+++ b/collections/css-frameworks/index.md
@@ -4,10 +4,11 @@ items:
  - foundation/foundation-sites
  - jgthms/bulma
  - uikit/uikit
- - semantic-org/semantic-ui
+ - Semantic-Org/Semantic-UI
  - Dogfalo/materialize
  - pure-css/pure
  - tailwindlabs/tailwindcss
+ - Trendyol/baklava
 display_name: CSS Frameworks
 created_by: krishdevdb
 ---
diff --git a/collections/ctf-cybersec-resources/index.md b/collections/ctf-cybersec-resources/index.md
index 4416aecc077e..afdb29a9a4b1 100644
--- a/collections/ctf-cybersec-resources/index.md
+++ b/collections/ctf-cybersec-resources/index.md
@@ -13,14 +13,14 @@ items:
  - apsdehal/awesome-ctf
  - quasar/Quasar
  - AlisamTechnology/ATSCAN
- - Ciphey/Ciphey
- - bkimminich/juice-shop
+ - bee-san/Ciphey
+ - juice-shop/juice-shop
  - pwndbg/pwndbg
  - yeyintminthuhtut/Awesome-Red-Teaming
  - google/google-ctf
  - laramies/theHarvester
  - orangetw/My-CTF-Web-Challenges
- - Ganapati/RsaCtfTool
+ - RsaCtfTool/RsaCtfTool
  - Ignitetechnologies/Privilege-Escalation
  - w181496/Web-CTF-Cheatsheet
  - terjanq/Tiny-XSS-Payloads
@@ -42,7 +42,7 @@ items:
  - teambi0s/BSides-CTF
  - cliffe/SecGen
  - vaib25vicky/awesome-mobile-security
- - mantvydasb/RedTeam-Tactics-and-Techniques
+ - mantvydasb/RedTeaming-Tactics-and-Techniques
  - api0cradle/UltimateAppLockerByPassList
  - hisxo/gitGraber
  - S3cur3Th1sSh1t/WinPwn
@@ -50,8 +50,8 @@ items:
  - s0md3v/Photon
  - jivoi/awesome-osint
  - Manisso/fsociety
- - j3ssie/Osmedeus
- - rsmusllp/king-phisher
+ - j3ssie/osmedeus
+ - CrimsonForge-io/king-phisher
  - abhisharma404/vault
  - t0thkr1s/revshellgen
  - tina1998612/Awesome-Security-Tool-List
@@ -59,7 +59,7 @@ items:
  - belane/I-CTF-FWHIBBIT
  - ihebski/factordb
  - CFI-UL/2018-CFI-CTF
- - Execut3/Held-CTF
+ - Execut3/CTF
  - teambi0s/InCTFj
  - trimstray/the-book-of-secret-knowledge
  - ctf-wiki/ctf-wiki
diff --git a/collections/demo-sources/index.md b/collections/demo-sources/index.md
index 03b3741f3924..5f21450d4559 100644
--- a/collections/demo-sources/index.md
+++ b/collections/demo-sources/index.md
@@ -32,6 +32,7 @@ items:
  - in4k/crawlspace
  - monadgroup/sy17
  - monadgroup/re19
+ - jumalauta/jml-engine-demos
 
 display_name: Demo sources
 ---
diff --git a/collections/design-essentials/index.md b/collections/design-essentials/index.md
index cdcc30f968dc..c190f9980fa5 100644
--- a/collections/design-essentials/index.md
+++ b/collections/design-essentials/index.md
@@ -1,7 +1,7 @@
 ---
 items:
  - twbs/bootstrap
- - daneden/animate.css
+ - animate-css/animate.css
  - nathansmith/960-Grid-System
  - necolas/normalize.css
  - ionic-team/ionicons
@@ -15,6 +15,13 @@ items:
  - basscss/basscss
  - atlemo/SubtlePatterns
  - mrmrs/colors
+ - twbs/icons
+ - tailwindlabs/heroicons
+ - lipis/flag-icons
+ - tabler/tabler-icons
+ - saadeghi/daisyui
+ - responsively-org/responsively-app
+ - argyleink/open-props
 display_name: Design essentials
 created_by: jonrohan
 ---
diff --git a/collections/devops-tools/index.md b/collections/devops-tools/index.md
index be05d3ed7a7d..1d849b7ba0d1 100644
--- a/collections/devops-tools/index.md
+++ b/collections/devops-tools/index.md
@@ -32,10 +32,19 @@ items:
  - apache/mesos
  - SeleniumHQ/selenium
  - opendiffy/diffy
- - drone/drone
+ - harness/harness
  - hashicorp/vault
  - NagiosEnterprises/nagioscore
  - zabbix/zabbix
+ - komodorio/helm-dashboard
+ - cloudquery/cloudquery
+ - devtron-labs/devtron
+ - livecycle/preevy 
+ - cloudposse/atmos
+ - axem-solutions/dem
+ - semaphoreio/semaphore
+ - stoicsoft/server-compass-releases
+ - monoscope-tech/monoscope
  
 display_name: DevOps tools
 ---
diff --git a/collections/digital-preservation/digital-preservation.png b/collections/digital-preservation/digital-preservation.png
new file mode 100644
index 000000000000..6067a7c6048f
Binary files /dev/null and b/collections/digital-preservation/digital-preservation.png differ
diff --git a/collections/digital-preservation/index.md b/collections/digital-preservation/index.md
new file mode 100644
index 000000000000..abcb6f41e416
--- /dev/null
+++ b/collections/digital-preservation/index.md
@@ -0,0 +1,50 @@
+---
+items:
+  - ArchiveBox/ArchiveBox
+  - ArchiveBox/archivebox-browser-extension
+  - artefactual/archivematica
+  - archivistsguidetokryoflux/archivists-guide-to-kryoflux
+  - artefactual/atom
+  - APTrust/dart
+  - digipres/awesome-digital-preservation
+  - LibraryOfCongress/bagit-python
+  - BitCurator/bitcurator-distro
+  - ross-spencer/brainscape-digital-preservation
+  - tw4l/brunnhilde
+  - kovidgoyal/calibre
+  - exponential-decay/demystify
+  - ross-spencer/demystify-lite
+  - ross-spencer/digipres-glossary
+  - KBNLresearch/diskimgr
+  - digital-preservation/droid
+  - w3c/epubcheck
+  - exiftool/exiftool
+  - amiaopensource/ffmprovisr
+  - steffenfritz/FileTrove
+  - harvard-lts/fits
+  - Lotte-W/File-Format-Fling
+  - wader/fq
+  - keirf/greaseweazle
+  - ImageMagick/ImageMagick
+  - KBNLresearch/isolyzer
+  - openpreserve/jhove
+  - openpreserve/jpylyzer
+  - kaitai-io/kaitai_struct
+  - MediaArea/MediaInfo
+  - keeps/roda
+  - richardlehane/siegfried
+  - apache/tika
+  - VirusTotal/yara
+
+display_name: Digital Preservation
+created_by: ross-spencer
+image: digital-preservation.png
+---
+
+Trying to look after the long-term preservation of your digital files? Get
+started with this collection of the digital preservation industry's most widely
+used open-source software, tutorials, and guides.
+
+Illustration by Jørgen Stamp via [digitalbevaring.dk][db-1].
+
+[db-1]: https://web.archive.org/web/20230703203009/https://digitalbevaring.dk/
diff --git a/collections/fantasy-consoles/index.md b/collections/fantasy-consoles/index.md
index e038e3ce6127..692c9aa51e12 100644
--- a/collections/fantasy-consoles/index.md
+++ b/collections/fantasy-consoles/index.md
@@ -10,6 +10,7 @@ items:
  - le-doux/bitsy
  - morgan3d/quadplay
  - emmachase/Riko4
+ - aduros/wasm4
 display_name: Fantasy Consoles
 created_by: leereilly
 ---
diff --git a/collections/front-end-javascript-frameworks/index.md b/collections/front-end-javascript-frameworks/index.md
index 9f64a1e6719a..fcc9270334c7 100644
--- a/collections/front-end-javascript-frameworks/index.md
+++ b/collections/front-end-javascript-frameworks/index.md
@@ -1,7 +1,8 @@
 ---
 items:
+ - solidjs/solid
  - marko-js/marko
- - mithriljs/mithril.js
+ - MithrilJS/mithril.js
  - angular/angular
  - emberjs/ember.js
  - knockout/knockout
@@ -17,12 +18,22 @@ items:
  - dojo/dojo
  - jorgebucaran/hyperapp
  - riot/riot
- - daemonite/material
- - polymer/lit-element
+ - Daemonite/material
+ - lit/lit
  - aurelia/aurelia
  - sveltejs/svelte
  - neomjs/neo
  - preactjs/preact
+ - stenciljs/core
+ - withastro/astro
+ - QwikDev/qwik
+ - vercel/next.js
+ - gatsbyjs/gatsby
+ - sveltejs/kit
+ - refinedev/refine
+ - docusign/1fe
+ - TarekRaafat/eleva
+
 display_name: Front-end JavaScript frameworks
 created_by: jonrohan
 ---
diff --git a/collections/game-engines/index.md b/collections/game-engines/index.md
index 70c2100fa2c2..9f2bf74a471d 100644
--- a/collections/game-engines/index.md
+++ b/collections/game-engines/index.md
@@ -7,7 +7,7 @@ items:
  - spring/spring
  - cocos2d/cocos2d-x
  - Gamua/Starling-Framework
- - gameplay3d/GamePlay
+ - gameplay3d/gameplay
  - jMonkeyEngine/jmonkeyengine
  - SFTtech/openage
  - MonoGame/MonoGame
@@ -15,16 +15,15 @@ items:
  - superpowers/superpowers-core
  - AtomicGameEngine/AtomicGameEngine
  - 4ian/GDevelop
- - CRYTEK/CRYENGINE
- - urho3d/Urho3D
- - benoit-dumas/OpenRTS
- - photonstorm/phaser
+ - urho3d/urho3d
+ - methusalah/OpenRTS
+ - phaserjs/phaser
  - melonjs/melonJS
  - BabylonJS/Babylon.js
  - WhitestormJS/whs.js
  - wellcaffeinated/PhysicsJS
  - playcanvas/engine
- - cocos2d/cocos2d-html5
+ - cocos/cocos-engine
  - craftyjs/Crafty
  - pixijs/pixijs
  - renpy/renpy
@@ -33,26 +32,37 @@ items:
  - stride3d/stride
  - lance-gg/lance
  - panda3d/panda3d
- - OpenXRay/xray-16
  - korlibs/korge
  - raysan5/raylib
  - amethyst/amethyst
  - orx/orx
  - nCine/nCine
- - cocos-creator/engine
  - love2d/love
  - coronalabs/corona
  - hajimehoshi/ebiten
  - HaxeFoundation/haxe
  - bevyengine/bevy
- - Esenthel/EsenthelEngine
  - aws/lumberyard
  - FlaxEngine/FlaxEngine
  - ObEngine/ObEngine
  - KilledByAPixel/LittleJS
  - ppy/osu-framework
  - gosu/gosu
- - cerberusxdev/cerberus
+ - PhilMoe/cerberus
+ - ganelson/inform
+ - hexops/mach
+ - PurpleKingdomGames/indigo
+ - nivanov/cosplay
+ - gurkenlabs/litiengine
+ - o3de/o3de
+ - luanti-org/luanti
+ - defold/defold
+ - openfl/openfl
+ - stride3d/stride
+ - B4uti4github/choppy-js
+ - Facepunch/sbox-public
+ - DaemonEngine/Daemon
+ - DarkPlacesEngine/DarkPlaces
 display_name: Game Engines
 created_by: leereilly
 ---
diff --git a/collections/github-accelerator-2023/index.md b/collections/github-accelerator-2023/index.md
new file mode 100644
index 000000000000..e63973238917
--- /dev/null
+++ b/collections/github-accelerator-2023/index.md
@@ -0,0 +1,25 @@
+---
+items:
+ - analogjs/analog
+ - Atri-Labs/atrilabs-engine
+ - bigskysoftware/htmx
+ - code-hike/codehike
+ - DioxusLabs/dioxus
+ - EddieHubCommunity/BioDrop
+ - FashionFreedom/Seamly2D
+ - AnswerDotAI/nbdev
+ - formbricks/formbricks
+ - GyulyVGC/sniffnet
+ - JessicaTegner/pypandoc
+ - mockoon/mockoon
+ - nuxt/nuxt
+ - responsively-org/responsively-app
+ - simonw/datasette
+ - strawberry-graphql/strawberry
+ - termux/termux-app
+ - bebop/poly
+ - trpc/trpc
+display_name: GitHub Accelerator Cohort 2023
+created_by: karasowles
+---
+GitHub Accelerator is an exploration into what sustainable open source could look like: a 10-week program where open source maintainers receive an initial sponsorship to work on their project, paired with guidance and workshops from open source leaders, with an end goal of building durable streams of funding for their work. 
diff --git a/collections/github-browser-extensions/index.md b/collections/github-browser-extensions/index.md
index 4a660f158ce7..45ecdbb73d4f 100644
--- a/collections/github-browser-extensions/index.md
+++ b/collections/github-browser-extensions/index.md
@@ -5,7 +5,7 @@ items:
  - muan/github-dashboard
  - muan/github-gmail
  - thieman/github-selfies
- - Yatser/prettypullrequests
+ - brentyates/prettypullrequests
  - sanemat/do-not-merge-wip-for-github
  - jasonlong/isometric-contributions
  - ForbesLindesay/github-real-names
@@ -16,7 +16,7 @@ items:
  - Justineo/github-hovercard
  - panzerdp/clipboardy
  - zenorocha/codecopy
- - kamranahmedse/githunt
+ - nilbuild/githunt
  - harshjv/github-repo-size
  - refined-github/refined-github
  - softvar/enhanced-github
@@ -32,13 +32,16 @@ items:
  - StylishThemes/GitHub-Dark
  - xthexder/wide-github
  - berzniz/github_pr_tree
- - n1ck/gifs-for-github
+ - N1ck/gifs-for-github
  - EnixCoda/Gitako
- - vladgolubev/quickreview-for-github
+ - vladholubiev/quickreview-for-github
  - matthizou/github-show-avatars
  - dderevjanik/github-vscode-icons
  - npmhub/npmhub
  - octobox/extension
+ - hypertrons/hypertrons-crx
+ - NirmalScaria/le-git-graph
+ - slmkhanahmed/Git-Galaxy-Finder
 display_name: GitHub Browser Extensions
 created_by: leereilly
 ---
diff --git a/collections/github-copilot-sdk-contest-winners/github-copilot-sdk-contest-winners.png b/collections/github-copilot-sdk-contest-winners/github-copilot-sdk-contest-winners.png
new file mode 100644
index 000000000000..3a275f5e287b
Binary files /dev/null and b/collections/github-copilot-sdk-contest-winners/github-copilot-sdk-contest-winners.png differ
diff --git a/collections/github-copilot-sdk-contest-winners/index.md b/collections/github-copilot-sdk-contest-winners/index.md
new file mode 100644
index 000000000000..9570cd2dee9c
--- /dev/null
+++ b/collections/github-copilot-sdk-contest-winners/index.md
@@ -0,0 +1,18 @@
+---
+items:
+  - HoppouAI/OctoBrowser
+  - Hunter-Thompson/stardew-mcp
+  - brenbuilds1/copilot-app-factory
+  - ivproduced/SYSAdmin-CoPilot
+  - kasuken/vscode-shipit
+  - adirh3/copilot-discord-bot
+  - iwangbowen/cyber-chess-roast
+  - SchwarziLukas/braindump-butler
+  - smestern/treepilot
+  - Arthur742Ramos/repo-bootcamp
+  - Godzilla675/clip-js-copilot
+display_name: GitHub Copilot SDK Reddit Contest Winners
+created_by: filmgirl
+image: github-copilot-sdk-contest-winners.png
+---
+A collection of projects from the winners of the GitHub Copilot SDK weekend contest held the weekend of January 25, 2026.
diff --git a/collections/github-pages-examples/index.md b/collections/github-pages-examples/index.md
index 467746d32fc8..8938ee02c02c 100644
--- a/collections/github-pages-examples/index.md
+++ b/collections/github-pages-examples/index.md
@@ -3,17 +3,18 @@ items:
  - twbs/bootstrap
  - jekyll/jekyll
  - github/government.github.com
- - electron/electronjs.org
+ - electron/electronjs.org-old
  - square/square.github.io
- - twitter/twitter.github.io
+ - twitter/opensource-website
  - Netflix/netflix.github.com
  - Yelp/yelp.github.io
  - facebook/react
  - artsy/artsy.github.io
  - Metroxe/one-html-page-challenge
  - fairfield-programming/fairfield-programming.github.io
+ - alshedivat/al-folio
 display_name: GitHub Pages examples
 created_by: jdennes
 image: github-pages-examples.png
 ---
-Fine examples of projects using GitHub Pages (https://pages.github.com).
+Fine examples of projects using [GitHub Pages](https://pages.github.com).
diff --git a/collections/government/index.md b/collections/government/index.md
index c293e82bb569..49e9c6c28180 100644
--- a/collections/government/index.md
+++ b/collections/government/index.md
@@ -15,17 +15,16 @@ items:
  - nysenate/OpenLegislation
  - openlexington/gethelplex
  - uscensusbureau/citysdk
- - NREL/api-umbrella
+ - NatLabRockies/api-umbrella
  - usds/playbook
  - republique-et-canton-de-geneve/chvote-1-0
- - https://www.youtube.com/embed/uNa9GOtM6NE
  - gchq/CyberChef
  - HSEIreland/covid-tracker-app
  - nic-delhi/AarogyaSetu_Android
- - govCMS/govCMS
+ - govCMS/GovCMS
  - coloradodigitalservice/exposure-notifications-metrics-public
 display_name: Government apps
 created_by: jbjonesjr
 image: government.png
 ---
-Sites, apps, and tools built by governments across the world to make government work better, together.  Read more at [government.github.com](https://government.github.com).
+Sites, apps, and tools built by governments across the world to make government work better, together. Read more at [government.github.com](https://government.github.com).
diff --git a/collections/green-software/index.md b/collections/green-software/index.md
new file mode 100644
index 000000000000..d96e4892251a
--- /dev/null
+++ b/collections/green-software/index.md
@@ -0,0 +1,75 @@
+---
+items:
+ - Green-Software-Foundation/patterns
+ - kube-green/kube-green
+ - marmelab/greenframe-cli
+ - ThijsRay/coppers
+ - github/GreenSoftwareDirectory
+ - hubblo-org/scaphandre
+ - sustainable-computing-io/kepler
+ - mlco2/codecarbon
+ - cloud-carbon-footprint/cloud-carbon-footprint
+ - Green-Software-Foundation/carbon-aware-sdk
+ - thegreenwebfoundation/co2.js
+ - saintslab/carbontracker
+ - Breakend/experiment-impact-tracker
+ - sb-ai-lab/Eco2AI
+ - mlco2/impact
+ - ml-energy/zeus
+ - powerapi-ng/powerapi
+ - thegreenwebfoundation/green-cost-explorer
+ - green-coding-solutions/green-metrics-tool
+ - carbonalyser/Carbonalyser
+ - cnumr/GreenIT-Analysis
+ - fvaleye/tracarbon
+ - carboniferio/carbonifer
+ - powerapi-ng/pyJoules
+ - joular/powerjoular
+ - green-coding-solutions/eco-ci-energy-estimation
+ - Helmholtz-AI-Energy/perun
+ - Boavizta/cloud-scanner
+ - publicissapient-france/e-footprint
+ - dvelasquez/carbon-tools
+ - eco-infra/ecoinfra
+ - cloudyspells/PSElectricityMaps
+ - cloudyspells/PSWattTime
+ - cloudyspells/carbon-appinsights
+ - Accenture/energy-consumption-measuring-toolkit
+ - green-kernel
+ - TechEmpower/FrameworkBenchmarks
+ - greensoftwarelab/Energy-Languages
+ - etsy/cloud-jewels
+ - Cambridge-Sustainable-Computing-Lab/Green-Algorithms-calculator
+ - digital4better/carbonara
+ - sosy-lab/cpu-energy-meter
+ - Green-Software-Foundation/if
+ - KernelTuner/kernel_tuner
+ - ec0lint/ec0lint
+ - green-code-initiative/creedengo-rules-specifications
+ - geopm/geopm
+ - green-code-initiative/ecoCode-android
+ - green-code-initiative/EcoSonar
+ - green-code-initiative/creedengo-ios
+ - GoogleCloudPlatform/region-carbon-info
+ - Azure/carbon-aware-keda-operator
+ - thegreenwebfoundation/grid-intensity-go
+ - dos-group/vessim
+ - bluehands/Carbon-Aware-Computing
+ - bbc/carbon-minimiser
+ - bluehands/Hangfire.Community.CarbonAwareExecution
+ - kylemcdonald/nvidia-co2
+ - awslabs/sustainability-scanner
+ - dos-group/leaf
+ - paulirish/lite-youtube-embed
+ - ipmitool/ipmitool
+ - kylemcdonald/ethereum-nft-activity
+ - thegreenwebfoundation/carbon.txt
+ 
+display_name: Green Software
+created_by: tomthorogood
+
+---
+
+This collection curates projects that exemplify or help to provide green computing.
+Green software is engineered to reduce energy consumption, which considers factors like algorithmic and language efficiency, networking, storage footprint, compute requirements, and so forth. 
+Some projects follow great green software practices that should be highlighted; others help the rest of the world greenify their own code. The projects collected here are a mix of both.
diff --git a/collections/hacking-minecraft/index.md b/collections/hacking-minecraft/index.md
index d25541da643b..09662c825d51 100644
--- a/collections/hacking-minecraft/index.md
+++ b/collections/hacking-minecraft/index.md
@@ -1,6 +1,6 @@
 ---
 items:
- - docker/dockercraft
+ - docker-archive-public/docker.dockercraft
  - minefold/hubot-minecraft
  - leereilly/hubot-minecraft-skin
  - overviewer/Minecraft-Overviewer
@@ -16,15 +16,15 @@ items:
  - walterhiggins/ScriptCraft
  - MinecraftForge/MinecraftForge
  - ddevault/TrueCraft
- - MachineMuse/MachineMusePowersuits
+ - flowtender/MachineMusePowersuits
  - micdoodle8/Galacticraft
  - Bukkit/Bukkit
  - GlowstoneMC/Glowstone
  - MovingBlocks/Terasology
  - Zerite/CraftLib
  - PaperMC/Paper
- - CaffeineMC/sodium-fabric
- - FabricMC/fabric
+ - CaffeineMC/sodium
+ - FabricMC/fabric-api
  - lambda-client/lambda/
  - nerdsinspace/nocom-explanation
 display_name: Hacking Minecraft
diff --git a/collections/internet-censorship-circumventions/index.md b/collections/internet-censorship-circumventions/index.md
index 58d0a02d81f1..8a8eda24cc97 100644
--- a/collections/internet-censorship-circumventions/index.md
+++ b/collections/internet-censorship-circumventions/index.md
@@ -1,6 +1,5 @@
 ---
 items:
- - Dreamacro/clash
  - Psiphon-Inc/psiphon
  - getlantern/lantern
  - shadowsocks/shadowsocks
diff --git a/collections/javascript-game-engines/index.md b/collections/javascript-game-engines/index.md
index 65db0b70559c..646985fb1819 100644
--- a/collections/javascript-game-engines/index.md
+++ b/collections/javascript-game-engines/index.md
@@ -1,28 +1,29 @@
 ---
 items:
  - pixijs/pixijs
- - photonstorm/phaser
+ - phaserjs/phaser
  - melonjs/melonJS
  - gamelab/kiwi.js
  - craftyjs/Crafty
  - liabru/matter-js
- - shakiba/stage.js
+ - piqnt/stage.js
  - cocos2d/cocos2d-html5
  - playcanvas/engine
- - cookiengineer/lycheejs
  - BabylonJS/Babylon.js
  - ekelokorpi/panda-engine
  - qiciengine/qiciengine
  - WhitestormJS/whs.js
  - GooTechnologies/goojs
- - shakiba/planck.js
+ - piqnt/planck.js
  - Irrelon/ige
  - 4ian/GDevelop
  - mrdoob/three.js
  - phoboslab/Impact
- - Cloud9c/taro
- - replit/kaboom
+ - cloud9c/taro
+ - kaplayjs/kaplay
  - straker/kontra
+ - quinton-ashley/p5play
+ - B4uti4github/choppy-js
 display_name: JavaScript Game Engines
 created_by: leereilly
 ---
diff --git a/collections/javascript-state-management/index.md b/collections/javascript-state-management/index.md
index d28dd3715ae0..759f9a387d16 100644
--- a/collections/javascript-state-management/index.md
+++ b/collections/javascript-state-management/index.md
@@ -1,14 +1,15 @@
 ---
 items:
- - zerobias/effector
+ - effector/effector
  - mobxjs/mobx
  - reduxjs/redux
  - Yomguithereal/baobab
  - immerjs/immer
- - davidkpiano/xstate
+ - statelyai/xstate
  - cerebral/cerebral
  - storeon/storeon
- - artalar/reatom
+ - reatom/reatom
+ - persevie/statemanjs
 display_name: JavaScript State Management Tools
 created_by: lestad
 ---
diff --git a/collections/laravel-libraries/index.md b/collections/laravel-libraries/index.md
new file mode 100644
index 000000000000..138f790bebd7
--- /dev/null
+++ b/collections/laravel-libraries/index.md
@@ -0,0 +1,17 @@
+---
+items:
+ - spatie/laravel-permission
+ - laravel-mix/laravel-mix
+ - filamentphp/filament
+ - bavix/laravel-wallet
+ - mpociot/teamwork
+ - opcodesio/log-viewer
+ - devtical/laravel-helpers
+ - thephpleague/flysystem-aws-s3-v3
+ - getsentry/sentry-laravel
+ - romanzipp/Laravel-Queue-Monitor
+ - aarondfrancis/fast-paginate
+display_name: Laravel Libraries
+created_by: ezhasyafaat
+---
+Collection of useful libraries for Laravel applications.
diff --git a/collections/learn-to-code/index.md b/collections/learn-to-code/index.md
index 7cd0b602ad40..723ccf1c24ba 100644
--- a/collections/learn-to-code/index.md
+++ b/collections/learn-to-code/index.md
@@ -1,24 +1,24 @@
 ---
 items:
- - 30-seconds/30-seconds-of-code
- - railsgirls/railsgirls.github.io
+ - Chalarangelo/30-seconds-of-code
+ - railsgirls/guides.railsgirls.com
  - railsbridge/docs
  - freeCodeCamp/freeCodeCamp
  - leachim6/hello-world
  - datasciencemasters/go
- - tuvtran/project-based-learning
+ - practical-tutorials/project-based-learning
  - zhiwehu/Python-programming-exercises
  - MunGell/awesome-for-beginners
  - appacademy/welcome-to-open
- - webgems/webgems
- - kamranahmedse/developer-roadmap
+ - lostdesign/webgems
+ - nilbuild/developer-roadmap
  - AMAI-GmbH/AI-Expert-Roadmap
  - trekhleb/javascript-algorithms
- - Microsoft/web-dev-for-beginners
+ - microsoft/Web-Dev-For-Beginners
  - karan/Projects
  - sindresorhus/awesome
  - donnemartin/system-design-primer
- - danistefanovic/build-your-own-x
+ - codecrafters-io/build-your-own-x
  - public-apis/public-apis
  - EbookFoundation/free-programming-books
  - amitness/learning
@@ -30,8 +30,15 @@ items:
  - papers-we-love/papers-we-love
  - awesome-selfhosted/awesome-selfhosted
  - ripienaar/free-for-dev
- - gothinkster/realworld
+ - realworld-apps/realworld
  - thedaviddias/Front-End-Checklist
+ - gustavofreze/kotlin4noobs
+ - hexlet-basics/hexlet-basics
+ - hexlet-codebattle/codebattle
+ - Hexlet/hexletguides.github.io
+ - aykutkardas/regexlearn.com
+ - olexale/flutter_roadmap
+ - TheOdinProject/curriculum
 
 display_name: Learn to Code
 created_by: alysonla
diff --git a/collections/load-testing/index.md b/collections/load-testing/index.md
index 2dce2d9fa21a..d36c37bb3228 100644
--- a/collections/load-testing/index.md
+++ b/collections/load-testing/index.md
@@ -5,33 +5,31 @@ items:
  - apigee/apib
  - apache/jmeter
  - bengadbois/pewpew
- - blazemeter/taurus
- - buoyantio/slow_cooker
+ - Blazemeter/taurus
+ - BuoyantIO/slow_cooker
  - codesenberg/bombardier
  - fcsonline/drill
- - flood-io/element
  - fortio/fortio
  - gatling/gatling
  - goadapp/goad
  - GoogleChrome/lighthouse
  - hatoo/oha
  - lighttpd/weighttp
- - loadimpact/k6
- - loads/molotov
+ - grafana/k6
+ - tarekziade/molotov
  - locustio/locust
  - mcollina/autocannon
  - mhausenblas/kboom
  - pinterest/bender
  - rabbitmq/rabbitmq-perf-test
  - rakyll/hey
- - redislabs/memtier_benchmark
+ - redis/memtier_benchmark
  - rogerwelin/cassowary
- - satori-com/tcpkali
  - tsenart/vegeta
  - processone/tsung
  - wg/wrk
  - yandex/yandex-tank
- - zooz/predator
+ - Zooz/predator
 display_name: Load testing
 created_by: jucke
 image: load-testing.png
diff --git a/collections/machine-learning/index.md b/collections/machine-learning/index.md
index c9ceb18280ea..31a427152981 100644
--- a/collections/machine-learning/index.md
+++ b/collections/machine-learning/index.md
@@ -19,12 +19,12 @@ items:
  - gwding/draw_convnet
  - scikit-learn/scikit-learn
  - tensorflow/tensorflow
- - activeloopai/Hub
+ - activeloopai/deeplake
  - Theano/Theano
  - shogun-toolbox/shogun
  - davisking/dlib
  - apache/predictionio
- - deepmind/pysc2
+ - google-deepmind/pysc2
  - gokceneraslan/awesome-deepbio
  - buriburisuri/ByteNet
  - josephmisiti/awesome-machine-learning
@@ -39,6 +39,7 @@ items:
  - https://www.youtube.com/embed/bHvf7Tagt18
  - https://www.youtube.com/embed/ILsA4nyG7I0
  - AMAI-GmbH/AI-Expert-Roadmap
+ - HMAKT99/AKF
 display_name: Getting started with machine learning
 created_by: omoju
 ---
diff --git a/collections/made-in-africa/index.md b/collections/made-in-africa/index.md
index 231be69d871d..cee23a7d2300 100644
--- a/collections/made-in-africa/index.md
+++ b/collections/made-in-africa/index.md
@@ -16,7 +16,14 @@ items:
  - ushahidi/platform
  - Yorubaname/yorubaname-website
  - codedivoire/made-in-ci
+ - beopencloud/cno
+ - javascriptdata/danfojs
+ - bangajs/banga-cli
+ - jembi/openhim-core-js
+ - Hexastack/eazychart
+ - hexabot-ai/Hexabot
 display_name: Made in Africa
 created_by: mozzadrella
+image: made-in-africa.png
 ---
 Developers in Africa use open source technology to solve some of the world's most intractable problems and grow their business ecosystems. Here's a snapshot of local projects across the continent.
diff --git a/collections/made-in-africa/made-in-africa.png b/collections/made-in-africa/made-in-africa.png
new file mode 100644
index 000000000000..24ba9127c34f
Binary files /dev/null and b/collections/made-in-africa/made-in-africa.png differ
diff --git a/collections/made-in-algeria/index.md b/collections/made-in-algeria/index.md
new file mode 100644
index 000000000000..6d9b529f3f99
--- /dev/null
+++ b/collections/made-in-algeria/index.md
@@ -0,0 +1,30 @@
+---
+items:
+ - 01walid/dzlibs
+ - othmanus/algeria-cities
+ - Alfanous-team/alfanous
+ - GitHubAlgeria/pyIslam
+ - mohsenuss91/AlgerianAdministrativeDivision
+ - Alfanous-team/alfanous
+ - idurar/idurar-erp-crm
+ - linuxscout/mishkal
+ - linuxscout/pyarabic
+ - linuxscout/tashaphyne
+ - Hamz-a/frida-android-helper
+ - SofianeHamlaoui/Lockdoor-Framework
+ - assem-ch/django-jet-reboot
+ - assem-ch/arabicstemmer
+ - 01walid/sloughi
+ - OpenDZ/timgad
+ - aissat/easy_localization
+ - open-minds/awesome-openminds-team
+ - linuxscout/alyahmor
+ - linuxscout/yarob
+ - linuxscout/ghalatawi
+ - linuxscout/qalsadi
+ - linuxscout/mishkal
+display_name: Made in Algeria
+created_by: the-dijkstra
+image: made-in-algeria.png
+---
+Open source projects built in or receiving significant contributions from Algeria 🇩🇿
\ No newline at end of file
diff --git a/collections/made-in-algeria/made-in-algeria.png b/collections/made-in-algeria/made-in-algeria.png
new file mode 100644
index 000000000000..f492ef364839
Binary files /dev/null and b/collections/made-in-algeria/made-in-algeria.png differ
diff --git a/collections/made-in-argentina/index.md b/collections/made-in-argentina/index.md
index 0313243b6727..b333ba9f9c67 100644
--- a/collections/made-in-argentina/index.md
+++ b/collections/made-in-argentina/index.md
@@ -6,12 +6,13 @@ items:
   - redis/jedis
   - Mango/slideout
   - pazguille/offline-first
-  - aerolab/midnight.js
+  - Aerolab/midnight.js
   - cazala/synaptic
   - cazala/coin-hive
   - decentraland/marketplace
   - dropwizard/dropwizard
   - andresriancho/w3af
+  - B4uti4github/choppy-js
 display_name: Made in Argentina
 created_by: marcosnils
 image: made-in-argentina.png
diff --git a/collections/made-in-bangladesh/index.md b/collections/made-in-bangladesh/index.md
index 6ab583ed572b..4ca3aef4cb68 100644
--- a/collections/made-in-bangladesh/index.md
+++ b/collections/made-in-bangladesh/index.md
@@ -1,12 +1,12 @@
 ---
 items:
  - adar2378/pin_code_fields
- - agontuk/react-native-geolocation-service
+ - Agontuk/react-native-geolocation-service
  - alamkanak/Android-Week-View
- - appzcoder/crud-generator
- - appzcoder/laravel-admin
+ - sohelamin/crud-generator
+ - sohelamin/laravel-admin
  - halfo/lambda-mod-zsh-theme
- - lordAmit/Brightness
+ - LordAmit/Brightness
  - mmahmoodictbd/production-ready-microservices-starter
  - mugli/Avro-Keyboard
  - nahid/gohttp
@@ -28,6 +28,7 @@ items:
  - thesabbir/simple-line-icons
  - usmanhalalit/charisma
  - usmanhalalit/laracsv
+ - nazdridoy/kokoro-tts
 
 display_name: Made in Bangladesh
 created_by: kuttumiah
diff --git a/collections/made-in-brazil/index.md b/collections/made-in-brazil/index.md
index bfdd683780ea..173710664d58 100644
--- a/collections/made-in-brazil/index.md
+++ b/collections/made-in-brazil/index.md
@@ -17,6 +17,29 @@ items:
   - cuducos/minha-receita
   - kvnol/aprenda-frontend
   - felipeorlando/aprenda-rubyonrails
+  - BrasilAPI/BrasilAPI
+  - alt-art/commit
+  - backend-br/desafios
+  - backend-br/vagas
+  - gittogethers/octogatosconf22
+  - github/brasil
+  - raphamorim/rio
+  - avelino/awesome-go
+  - okfn-brasil/querido-diario
+  - Purple-Stock/open-erp
+  - thiagobarbosa/quorum-api
+  - nullptrlabs/pgmodeler
+  - alshedivat/al-folio
+  - george-gca/multi-language-al-folio
+  - levxyca/diciotech
+  - turicas/brasil.io
+  - react-brasil/empresas-que-usam-react-no-brasil
+  - bacen/pix-api
+  - agenda-tech-brasil/agenda-tech-brasil
+  - frontendbr/vagas
+  - getfloresta/Floresta
+  - danielnichiata96/abnt-citation
+
 display_name: Made in Brazil
 created_by: caarlos0
 image: made-in-brazil.png
diff --git a/collections/made-in-bulgaria/index.md b/collections/made-in-bulgaria/index.md
new file mode 100644
index 000000000000..962deafa6446
--- /dev/null
+++ b/collections/made-in-bulgaria/index.md
@@ -0,0 +1,11 @@
+---
+items:
+ - NikolayIT/OpenJudgeSystem
+ - dnikolovv/dev-adventures-realworld
+ - ivaylokenov/MyTested.AspNetCore.Mvc
+ - stilianstefanov/Vehicles-Marketplace-System
+display_name: Made in Bulgaria
+created_by: profjordanov
+image: made-in-bulgaria.png
+---
+Open source projects built in or receiving significant contributions from Bulgaria :bulgaria:
diff --git a/collections/made-in-bulgaria/made-in-bulgaria.png b/collections/made-in-bulgaria/made-in-bulgaria.png
new file mode 100644
index 000000000000..d78360415f1a
Binary files /dev/null and b/collections/made-in-bulgaria/made-in-bulgaria.png differ
diff --git a/collections/made-in-china/index.md b/collections/made-in-china/index.md
index 5b883a688036..d0cc4e1f1611 100644
--- a/collections/made-in-china/index.md
+++ b/collections/made-in-china/index.md
@@ -5,19 +5,19 @@ items:
  - alibaba/druid
  - alibaba/fastjson
  - alibaba/flutter-go
- - tencent/weui
- - tencent/wepy
- - tencent/tinker
- - tencent/mars
- - tencent/weui-wxss
- - tencent/vConsole
- - tencent/QMUI_Android
- - tencent/MMKV
- - tencent/omi
- - tencent/ncnn
- - tencent/VasSonic
- - tencent/rapidjson
- - tencent/APIJSON
+ - Tencent/weui
+ - Tencent/wepy
+ - Tencent/tinker
+ - Tencent/mars
+ - Tencent/weui-wxss
+ - Tencent/vConsole
+ - Tencent/QMUI_Android
+ - Tencent/MMKV
+ - Tencent/omi
+ - Tencent/ncnn
+ - Tencent/VasSonic
+ - Tencent/rapidjson
+ - Tencent/APIJSON
  - baidu/amis
  - baidu/san
  - baidu/uid-generator
@@ -27,19 +27,19 @@ items:
  - ElemeFE/node-interview
  - ElemeFE/v-charts
  - apolloconfig/apollo
- - netease/pomelo
- - meituan-dianping/mpvue
- - meituan-dianping/walle
+ - NetEase/pomelo
+ - Meituan-Dianping/mpvue
+ - Meituan-Dianping/walle
  - dianping/cat
- - xiaomi/soar
- - xiaomi/mace
- - didi/DoraemonKit
+ - XiaoMi/soar
+ - XiaoMi/mace
+ - didi/DoKit
  - didi/cube-ui
  - didi/chameleon
  - didi/VirtualAPK
- - Bilibili/ijkplayer
- - Bilibili/flv.js
- - Bilibili/DanmakuFlameMaster
+ - bilibili/ijkplayer
+ - bilibili/flv.js
+ - bilibili/DanmakuFlameMaster
 display_name: Made in China
 created_by: renfei
 image: made-in-china.png
diff --git a/collections/made-in-colombia/index.md b/collections/made-in-colombia/index.md
new file mode 100644
index 000000000000..fcb120d25d6a
--- /dev/null
+++ b/collections/made-in-colombia/index.md
@@ -0,0 +1,36 @@
+---
+items:
+  - jofpin/trape
+  - juliandavidmr/sails-inverse-model
+  - tomasr/viasfora
+  - jofpin/brutto
+  - jahirfiquitiva/Blueprint
+  - guilleiguaran/fakeredis
+  - jahirfiquitiva/Frames
+  - Edu4rdSHL/unimap
+  - Edu4rdSHL/tor-router
+  - MauricioRobayo/nextjs-google-analytics
+  - OCA/l10n-colombia
+  - caroso1222/notyf
+  - DiegoRBaquero/BTorrent
+  - suarezafelipe/awesome-jobs-colombia
+  - MauricioRobayo/trm-api
+  - Mteheran/api-colombia
+  - john-guerra/navio
+  - esbanarango/ember-model-validator
+  - jdvelasq/cashflows
+  - sjdonado/monocuco
+  - ylecuyer/public-apis-colombia
+  - joelibaceta/top-coders-colombia
+  - camilomontoyau/bootcamp-hablemos-de-programacion
+  - esbanarango/Competitive-Programming
+  - DiegoRBaquero/node-fb-messenger
+  - erikagtierrez/multiple-media-picker
+  - fastapi/fastapi
+  - anboralabs/spatia-room
+  
+display_name: Made in Colombia
+created_by: andresayac
+image: made-in-colombia.png
+---
+Open source projects built in or receiving significant contributions from Colombia :colombia:
diff --git a/collections/made-in-colombia/made-in-colombia.png b/collections/made-in-colombia/made-in-colombia.png
new file mode 100644
index 000000000000..eb012cfcfdc3
Binary files /dev/null and b/collections/made-in-colombia/made-in-colombia.png differ
diff --git a/collections/made-in-cuba/index.md b/collections/made-in-cuba/index.md
index 8e06aef24824..e6799ac2283e 100644
--- a/collections/made-in-cuba/index.md
+++ b/collections/made-in-cuba/index.md
@@ -1,6 +1,5 @@
 ---
 items:
- - n3omaster/bachecubano
  - codestrange
  - codestrange/matcom-messenger
  - daxslab/fotorecarga
diff --git a/collections/made-in-egypt/index.md b/collections/made-in-egypt/index.md
new file mode 100644
index 000000000000..b8aa51739358
--- /dev/null
+++ b/collections/made-in-egypt/index.md
@@ -0,0 +1,28 @@
+---
+items:
+  - KL13NT/ally-reads
+  - RobustaStudio/bkit
+  - aliftype/amiri
+  - Gue3bara/Cairo
+  - logaretm/vee-validate
+  - ahmadalfy/workflow
+  - themsaid/wink
+  - RobustaStudio/Resala
+  - swvl/express-versioned-route
+  - Ahmed-Ali/JSONExport
+  - gogearbox/gearbox
+  - ahegazy/php-mvc-skeleton
+  - aboul3la/Sublist3r
+  - ShaftHQ/SHAFT_ENGINE
+  - fawry-api/fawry
+  - harryadel/AI-ML-Driven-Companies-In-Egypt
+  - abdumostafa/awesome-in-arabic
+  - hci-lab/PyQuran
+  - DrWaleedAYousef/Teaching
+  - amr3k/sveltegram
+  - AhmedOsman101/commit-sage-cli
+display_name: Made in Egypt
+created_by: AN4553R
+image: made-in-egypt.png
+---
+Open source projects built in or receiving significant contributions from Egypt 🇪🇬
diff --git a/collections/made-in-egypt/made-in-egypt.png b/collections/made-in-egypt/made-in-egypt.png
new file mode 100644
index 000000000000..8c031a4c3e0e
Binary files /dev/null and b/collections/made-in-egypt/made-in-egypt.png differ
diff --git a/collections/made-in-france/index.md b/collections/made-in-france/index.md
index c731b4e522cc..bd9a5cba7978 100644
--- a/collections/made-in-france/index.md
+++ b/collections/made-in-france/index.md
@@ -1,7 +1,7 @@
 ---
 items:
  - strapi/strapi
- - qovery/engine
+ - Qovery/engine
  - symfony/symfony
  - scikit-learn/scikit-learn
  - marmelab/react-admin
@@ -13,10 +13,13 @@ items:
  - ovh/cds
  - nuxt
  - api-platform/api-platform
- - ornicar/lila
+ - lichess-org/lila
  - GitbookIO/gitbook
- - mui-org/material-ui
+ - mui/material-ui
  - PrestaShop/PrestaShop
+ - rlibre/x4js
+ - QuivrHQ/quivr
+ - axone-protocol
 display_name: Made in France
 created_by: ferdi05
 image: made-in-france.png
diff --git a/collections/made-in-hungary/index.md b/collections/made-in-hungary/index.md
new file mode 100644
index 000000000000..338b3d640ce2
--- /dev/null
+++ b/collections/made-in-hungary/index.md
@@ -0,0 +1,18 @@
+---
+items:
+  - hunspell/hunspell
+  - GRAPHISOFT/archicad-addon-cmake
+  - syslog-ng/syslog-ng
+  - oroszgy/awesome-hungarian-nlp
+  - zlaval/hun-it-content
+  - prezi/spaghetti
+  - amaximus/bkk_stop
+  - pzs/nav-online-invoice
+  - hufilter/hufilter
+
+display_name: Made in Hungary
+created_by: sibosi
+image: made-in-hungary.png
+---
+
+Open source projects built in or receiving significant contributions from Hungary 🇭🇺
diff --git a/collections/made-in-hungary/made-in-hungary.png b/collections/made-in-hungary/made-in-hungary.png
new file mode 100644
index 000000000000..1f5501fa37b0
Binary files /dev/null and b/collections/made-in-hungary/made-in-hungary.png differ
diff --git a/collections/made-in-india/index.md b/collections/made-in-india/index.md
index 4714b012c085..ef5df71a53e0 100644
--- a/collections/made-in-india/index.md
+++ b/collections/made-in-india/index.md
@@ -5,13 +5,13 @@ items:
  - hoppscotch/hoppscotch
  - anuraghazra/github-readme-stats
  - hasura/graphql-engine
- - geekyants/nativebase
+ - GeekyAnts/NativeBase
  - kovidgoyal/calibre
  - frappe/erpnext
  - chatwoot/chatwoot
  - openebs/openebs  
  - fission/fission
- - covid19india/covid19india-react
+ - covid19india/covid19india.github.io
  - knadh/listmonk
  - appsmithorg/appsmith
  - bagisto/bagisto
@@ -19,11 +19,11 @@ items:
  - frappe/frappe
  - spacecloud-io/space-cloud
  - shivammathur/setup-php
- - infracloudio/botkube
+ - kubeshop/botkube
  - SigNoz/signoz
  - uvdesk/community-skeleton
  - CRED-CLUB/synth-android
- - resetercss/reseter.css
+ - kkrishguptaa/reseter.css
  - pupilfirst/pupilfirst
  - kadalu/kadalu
  - project-sunbird
@@ -45,6 +45,15 @@ items:
  - ajeetdsouza/zoxide
  - Jaysmito101/TerraForge3D
  - keploy/keploy
+ - LambdaTest/test-at-scale
+ - arnav-kr/json-formatter
+ - abhimanyu003/sttr
+ - juspay/hyperswitch
+ - nammayatri/nammayatri
+ - kubewall/kubewall
+ - Pujo-Atlas-Kolkata
+ - unopim/unopim
+ - aureuserp/aureuserp
 display_name: Made in India
 created_by: mvkaran
 image: made-in-india.png
diff --git a/collections/made-in-indonesia/index.md b/collections/made-in-indonesia/index.md
index 352be5b4322a..365a5cbe7033 100644
--- a/collections/made-in-indonesia/index.md
+++ b/collections/made-in-indonesia/index.md
@@ -3,12 +3,17 @@ items:
  - ariya/phantomjs
  - hyperjumptech/grule-rule-engine
  - kawalcovid19
- - tanibox/tania-core
+ - usetania/tania-core
  - OpenSID
  - BaritoLog
- - odpf
  - xitorch/xitorch
  - mathdroid/covid-19-api
+ - Kristories/awesome-guidelines
+ - stisla/stisla
+ - farizdotid/DAFTAR-API-LOKAL-INDONESIA
+ - refactory-id/bootstrap-markdown
+ - zuramai/mazer
+ - mdmsoft/yii2-admin
 display_name: Made in Indonesia
 created_by: mabdh
 image: made-in-indonesia.png
diff --git a/collections/made-in-iran/index.md b/collections/made-in-iran/index.md
index 0cf97da8afb8..2d83294f5036 100644
--- a/collections/made-in-iran/index.md
+++ b/collections/made-in-iran/index.md
@@ -1,15 +1,31 @@
 ---
 items:
- - Noah1001000/clean-code-persian
  - jadijadi/bestoon
  - jadijadi/justforfun
  - mr-hashemi/mr-hashemi
  - pashmaklang/pashmak
- - sobhe/moratab
- - PyFarsi/PyAbr
- - JaMedadi/yummy
+ - roshan-research/moratab
+ - PyFarsi/pyabr
+ - jamedadi/yummy
+ - roshan-research/hazm
+ - rastikerdar/vazirmatn
+ - mohebifar/made-in-iran
+ - Hameds/APIs-made-in-Iran
+ - Kiarash-Z/react-modern-calendar-datepicker
+ - MahdiMajidzadeh/bootstrap-v4-rtl
+ - imaNNeo/fl_chart
+ - persian-tools/persian-tools
+ - usablica/intro.js
+ - jadijadi/linuxandlife
+ - genyleap/pt
+ - HyperDbg/HyperDbg
+ - GoFarsi/book
+ - majidh1/JalaliDatePicker
+ - mojtaba-afraz/clean-code-persian
+ - iw4p/partialjson
 display_name: Made in Iran
 created_by: Javad
 image: made-in-iran.png
 ---
+
 Iranian developer's list of open source projects :iran:
diff --git a/collections/made-in-israel/index.md b/collections/made-in-israel/index.md
index 4344da9592c6..e7cd97de146a 100644
--- a/collections/made-in-israel/index.md
+++ b/collections/made-in-israel/index.md
@@ -6,12 +6,14 @@ items:
  - wix/react-native-navigation
  - linnovate/mean
  - appwrite/appwrite
- - snyk/snyk
+ - snyk/cli
  - ealush/vest
  - aantn/smag
  - lirantal/licenseye
  - lirantal/dockly
  - eranroz/HspellPy
+ - komodorio/helm-dashboard
+ - achiya-automation/safari-mcp
 display_name: Made in Israel
 created_by: donno2048
 image: made-in-israel.png
diff --git a/collections/made-in-italy/index.md b/collections/made-in-italy/index.md
index e5abbfcb792d..707500343d9c 100644
--- a/collections/made-in-italy/index.md
+++ b/collections/made-in-italy/index.md
@@ -1,7 +1,7 @@
 ---
 items:
  - fastify/fastify
- - immuni-app/immuni
+ - immuni-app/.github
  - italia/covid19-opendata-vaccini
  - middyjs/middy
  - nodejs/undici
@@ -12,11 +12,12 @@ items:
  - histolab/histolab
  - strawberry-graphql/strawberry
  - notable/notable
- - federico-terzi/espanso
+ - espanso/espanso
  - eciavatta/caronte
- - Schrodinger-Hat/ImageGoNord
+ - Schroedinger-Hat/ImageGoNord-Web
  - stoplightio/prism
  - ercole-io/ercole
+ - exa-studio/ApiVault
 display_name: Made in Italy
 created_by: thejoin95
 image: made-in-italy.png
diff --git a/collections/made-in-kazakhstan/index.md b/collections/made-in-kazakhstan/index.md
index 1b0b5b8b0a2e..0ce4c27e611c 100644
--- a/collections/made-in-kazakhstan/index.md
+++ b/collections/made-in-kazakhstan/index.md
@@ -1,9 +1,25 @@
 ---
 items:
  - scdesktop/scdesktop
+ - fnc12/sqlite_orm
+ - aitemr/awesome-git-hooks
+ - sozdik-kz/sozdik-android
+ - mixdesign/AAShareBubbles
+ - kekland/equinox
+ - Slava/meteor-rethinkdb
+ - SergeyMyssak/nextjs-sitemap
+ - Slava/tern-meteor-sublime
+ - binchik/SubscriptionPrompt
+ - ncanode-kz/NCANode
+ - danchokobo/react-native-code-verification
+ - yenbekbay/AYStepperView
+ - ironsoul0/laddy
+ - danabeknar/taza
+ - yerlantemir/leetcoder
 
 display_name: Made in Kazakhstan
 created_by: snxx-lppxx
 image: made-in-kazakhstan.png
 ---
 Open source projects built in or receiving significant contributions from Kazakhstan :kazakhstan:
+
diff --git a/collections/made-in-mauritius/index.md b/collections/made-in-mauritius/index.md
new file mode 100644
index 000000000000..3bbaa2afc903
--- /dev/null
+++ b/collections/made-in-mauritius/index.md
@@ -0,0 +1,26 @@
+---
+items:
+  - Humeira/made-in-Mauritius
+  - Nayar/KDE-for-Mauritius
+  - sjdvda/myt-usage-checker
+  - mscraftsman/devcon2019
+  - percymamedy/laravel-dev-booter
+  - LaraChimp/mango-repo
+  - LaraChimp/pine-annotations
+  - percymamedy/crafter
+  - jcplaboratory/rashell
+  - Abdur-rahmaanJ/greenberry
+  - Abdur-rahmaanJ/honeybot
+  - Abdur-rahmaanJ/meteomoris
+  - vue-gapi/vue-gapi
+  - reallyaditya/mauritius-speedtest
+  - MrSunshyne/mauritius-fuel-prices
+  - MrSunshyne/mauritius-dataset-electricity
+  - MrSunshyne/mauritius-sea-cable
+  - MrSunshyne/covid19-mauritius
+  - MrSunshyne/mauritius-power-outages
+display_name: Made in Mauritius
+created_by: Naoero
+image: made-in-mauritius.png
+---
+Open source projects built in or receiving significant contributions from Mauritius :mauritius:
diff --git a/collections/made-in-mauritius/made-in-mauritius.png b/collections/made-in-mauritius/made-in-mauritius.png
new file mode 100644
index 000000000000..3ead71f73fd3
Binary files /dev/null and b/collections/made-in-mauritius/made-in-mauritius.png differ
diff --git a/collections/made-in-morocco/index.md b/collections/made-in-morocco/index.md
new file mode 100644
index 000000000000..b88d13b428a5
--- /dev/null
+++ b/collections/made-in-morocco/index.md
@@ -0,0 +1,18 @@
+---
+items:
+  - geeksblabla/geeksblabla.community
+  - mouadziani/laravel-mercanet
+  - darija-open-dataset/dataset
+  - ngMorocco/ngx-darija
+  - redux-saga/redux-saga
+  - Al-Fihriya-Academy/Machine-Learning
+  - redouanelg/AppliedMathsInDarija
+  - yjose/reactjs-popup
+  - Edd13Mora/HackerNewsBdarija
+  
+  
+display_name: Made in Morocco
+created_by: leriaetnasta
+image: made-in-morocco.png
+---
+Open source projects built in or receiving significant contributions from Morocco :morocco:
diff --git a/collections/made-in-morocco/made-in-morocco.png b/collections/made-in-morocco/made-in-morocco.png
new file mode 100644
index 000000000000..2bd1e4f4a444
Binary files /dev/null and b/collections/made-in-morocco/made-in-morocco.png differ
diff --git a/collections/made-in-pakistan/index.md b/collections/made-in-pakistan/index.md
new file mode 100644
index 000000000000..7b9332a5bc26
--- /dev/null
+++ b/collections/made-in-pakistan/index.md
@@ -0,0 +1,17 @@
+---
+items:
+ - imrofayel/fylepad
+ - alisaifee/coredis
+ - ziishaned/dumper.js
+ - wajahatkarim3/EasyFlipView
+ - alisaifee/flask-limiter
+ - ziishaned/learn-regex
+ - sarfraznawaz2005/whatspup
+ - streetwriters/notesnook
+ - abdullahumer1101/pkmapr
+display_name: Made in Pakistan
+created_by: imrofayel
+image: made-in-pakistan.png
+---
+
+Open source projects built in or receiving significant contributions from Pakistan 🇵🇰
diff --git a/collections/made-in-pakistan/made-in-pakistan.png b/collections/made-in-pakistan/made-in-pakistan.png
new file mode 100644
index 000000000000..c8756def0553
Binary files /dev/null and b/collections/made-in-pakistan/made-in-pakistan.png differ
diff --git a/collections/made-in-poland/index.md b/collections/made-in-poland/index.md
index 70c4cca2c6dc..1910d6abcbd6 100644
--- a/collections/made-in-poland/index.md
+++ b/collections/made-in-poland/index.md
@@ -1,23 +1,24 @@
 ---
 items:
- - mirumee/saleor
+ - saleor/saleor
  - callstack
  - software-mansion/react-native-reanimated
  - jsfiddle
  - impress/impress.js
  - sindresorhus/got
  - mirumee/ariadne
- - chaps-io/public_activity
+ - public-activity/public_activity
  - YetiForceCompany/YetiForceCRM
  - razorjack/quicksand
  - handsontable/handsontable
  - oskarkrawczyk/heyoffline
- - sickill/git-dude
+ - ku1ik/git-dude
  - damian-kolakowski/iOS-Hierarchy-Viewer
- - sickill/bitpocket
+ - ku1ik/bitpocket
  - bernii/gauge.js
  - wuub/SublimeREPL
- - kamilkisiela/graphql-config
+ - graphql-hive/graphql-config
+ - invpe/GridShell
 
 display_name: Made in Poland
 created_by: Tymek
diff --git a/collections/made-in-romania/index.md b/collections/made-in-romania/index.md
new file mode 100644
index 000000000000..58b7bf8ee355
--- /dev/null
+++ b/collections/made-in-romania/index.md
@@ -0,0 +1,30 @@
+---
+items:
+ - icflorescu/mantine-datatable
+ - IonicaBizau/git-stats
+ - IonicaBizau/scrape-it
+ - spinualexandru/hyprlang-rs
+ - spinualexandru/asus-rog-touchpad-driver
+ - spinualexandru/hyprsnow
+ - spinualexandru/hyprconfig
+ - spinualexandru/keyrex
+ - fufexan/nix-gaming
+ - Nano-Collective/nanocoder
+ - mishoo/UglifyJS
+ - givanz/VvvebJs
+ - adrg/xdg
+ - code4romania
+ - archfz/cypress-terminal-report
+ - IonicaBizau/made-in-romania
+ - dumitrescustefan/Romanian-Transformers
+ - ClimenteA/imposting
+ - givanz/Vvveb
+ - icflorescu/trpc-sveltekit
+ - react-cosmos/react-cosmos
+ - pf4j/pf4j
+
+display_name: Made in Romania
+created_by: spinualexandru
+image: made-in-romania.png
+---
+Open source projects built in or receiving significant contributions from Romania :romania:
diff --git a/collections/made-in-romania/made-in-romania.png b/collections/made-in-romania/made-in-romania.png
new file mode 100644
index 000000000000..60991f1b1d99
Binary files /dev/null and b/collections/made-in-romania/made-in-romania.png differ
diff --git a/collections/made-in-russia/index.md b/collections/made-in-russia/index.md
new file mode 100644
index 000000000000..135654316906
--- /dev/null
+++ b/collections/made-in-russia/index.md
@@ -0,0 +1,13 @@
+---
+items:
+- https://github.com/ClickHouse/ClickHouse
+- https://github.com/catboost/catboost
+- https://github.com/nginx
+- https://github.com/theKashey/awesome-made-by-russians
+- https://github.com/sergiomarotco/Network-segmentation-cheat-sheet
+
+display_name: Made in Russia
+created_by: toxblh
+image: made-in-russia.png
+---
+Open source projects built in or receiving significant contributions from Russia 🇷🇺
diff --git a/collections/made-in-russia/made-in-russia.png b/collections/made-in-russia/made-in-russia.png
new file mode 100644
index 000000000000..7707d600191a
Binary files /dev/null and b/collections/made-in-russia/made-in-russia.png differ
diff --git a/collections/made-in-rwanda/index.md b/collections/made-in-rwanda/index.md
new file mode 100644
index 000000000000..05a910c07aab
--- /dev/null
+++ b/collections/made-in-rwanda/index.md
@@ -0,0 +1,21 @@
+---
+items:
+ - kin-lang/kin
+ - vitest-dev/eslint-plugin-vitest
+ - divinrkz/swaggiffy
+ - pacifiquem/awesome-go
+ - Mutesa-Cedric/react-swift-reveal
+ - pacifiquem/lepper
+ - pacifiquem/lin
+ - ndungtse/next13-progressbar
+ - regisrex/json-base
+ - regisrex/string-hunt
+ - IVainqueur/auto-push
+ - IVainqueur/package-mover
+ - MuhireIghor/repo_initiator
+  
+display_name: Made in Rwanda
+created_by: FADHILI-Josue
+image: made-in-rwanda.png
+---
+Open source projects built in or receiving significant contributions from Rwanda :rwanda:
diff --git a/collections/made-in-rwanda/made-in-rwanda.png b/collections/made-in-rwanda/made-in-rwanda.png
new file mode 100644
index 000000000000..d6c8b8672958
Binary files /dev/null and b/collections/made-in-rwanda/made-in-rwanda.png differ
diff --git a/collections/made-in-singapore/index.md b/collections/made-in-singapore/index.md
new file mode 100644
index 000000000000..c56bec378c3e
--- /dev/null
+++ b/collections/made-in-singapore/index.md
@@ -0,0 +1,8 @@
+---
+items:
+ - datascapesg/red-cross-blood-stocks
+display_name: Made In Singapore
+created_by: chadlimjinjie
+image: made-in-singapore.png
+---
+Open source projects built in or receiving significant contributions from Singapore :singapore:
\ No newline at end of file
diff --git a/collections/made-in-singapore/made-in-singapore.png b/collections/made-in-singapore/made-in-singapore.png
new file mode 100644
index 000000000000..70271cbcb7ef
Binary files /dev/null and b/collections/made-in-singapore/made-in-singapore.png differ
diff --git a/collections/made-in-somalia/index.md b/collections/made-in-somalia/index.md
new file mode 100644
index 000000000000..264f3c80b3c0
--- /dev/null
+++ b/collections/made-in-somalia/index.md
@@ -0,0 +1,42 @@
+---
+items:
+  - sharafdin/yonode
+  - rasapp/markdown-master
+  - duraanali/luuqad
+  - sharafdin/better-react-js-code-snippet-extension
+  - hanad124/furqan-constructions
+  - abdinasir-Tman/shaqo-sahal
+  - WorkHubSo/WorkHubSo
+  - JUST-4EVER/CAZA-MART
+  - hanad124/graadkaabPlatform
+  - miirshe/Al-caasima-Hospital-Management-System
+  - rasapp/native-skeleton
+  - miirshe/doctor-appointment
+  - ENG-CJ/exam-complaining-app
+  - hanad124/clothing-e-commerce
+  - miirshe/taskWave
+  - miirshe/doctor-appointment_app
+  - hanad124/sinay-petroleum-management_system
+  - hanad124/apartment-mns
+  - miirshe/webblogs
+  - ENG-CJ/Food-Order-App-Server
+  - kavi-kv/oraahyo_app
+  - MoDev40/ai-bg-remover
+  - ENG-CJ/Job-Finder-App
+  - ENG-CJ/Freelancing-WebApp
+  - aaqyaar/sooyaal-app
+  - aaqyaar/ijaar-platform
+  - AbdullahiKhalif/iskuxire-web-app
+  - MoDev40/quizera
+  - aaqyaar/ogaalkoob-app
+  - aaqyaar/SimpleBank.API
+  - aaqyaar/e-commerce-mern
+  - aaqyaar/chatting-web-app
+  - MoDev40/expense-tracker
+  - MoDev40/budget-management
+  
+display_name: Made in Somalia
+created_by: isasharafdin
+image: made-in-somalia.png
+---
+Open source projects built in or receiving significant contributions from Somalia :somalia:
diff --git a/collections/made-in-somalia/made-in-somalia.png b/collections/made-in-somalia/made-in-somalia.png
new file mode 100644
index 000000000000..e7fddad260a4
Binary files /dev/null and b/collections/made-in-somalia/made-in-somalia.png differ
diff --git a/collections/made-in-spain/index.md b/collections/made-in-spain/index.md
index a32e43c53bd0..46878afe2143 100644
--- a/collections/made-in-spain/index.md
+++ b/collections/made-in-spain/index.md
@@ -11,6 +11,8 @@ items:
  - postcss/postcss
  - browserslist/browserslist
  - carloscuesta/gitmoji
+ - penpot/penpot
+ - taigaio/taiga-back
 display_name: Made in Spain
 created_by: eschiclers
 image: made-in-spain.png
diff --git a/collections/made-in-switzerland/index.md b/collections/made-in-switzerland/index.md
new file mode 100644
index 000000000000..dda10e7f687a
--- /dev/null
+++ b/collections/made-in-switzerland/index.md
@@ -0,0 +1,13 @@
+---
+items:
+ - daenuprobst/covid19-cases-switzerland
+ - OCA/l10n-switzerland
+ - interactivethings/swiss-maps
+ - SchweizerischeBundesbahnen/springboot-graceful-shutdown
+ - LarsWerkman/HoloColorPicker
+
+display_name: Made in Switzerland
+created_by: Sigmale1000
+image: made-in-switzerland.png
+---
+Open source projects built in or receiving significant contributions from Switzerland 🇨🇭 
diff --git a/collections/made-in-switzerland/made-in-switzerland.png b/collections/made-in-switzerland/made-in-switzerland.png
new file mode 100644
index 000000000000..4f673bd36d84
Binary files /dev/null and b/collections/made-in-switzerland/made-in-switzerland.png differ
diff --git a/collections/made-in-taiwan/index.md b/collections/made-in-taiwan/index.md
new file mode 100644
index 000000000000..a261df7caf29
--- /dev/null
+++ b/collections/made-in-taiwan/index.md
@@ -0,0 +1,9 @@
+---
+items:
+  - notepad-plus-plus/notepad-plus-plus
+display_name: Made in Taiwan
+created_by: kayac-chang
+image: made-in-taiwan.png
+---
+
+Open source projects built in or receiving significant contributions from Taiwan :taiwan:
diff --git a/collections/made-in-taiwan/made-in-taiwan.png b/collections/made-in-taiwan/made-in-taiwan.png
new file mode 100644
index 000000000000..0ab96044927a
Binary files /dev/null and b/collections/made-in-taiwan/made-in-taiwan.png differ
diff --git a/collections/made-in-tunisia/index.md b/collections/made-in-tunisia/index.md
new file mode 100644
index 000000000000..f90b4a1306e6
--- /dev/null
+++ b/collections/made-in-tunisia/index.md
@@ -0,0 +1,13 @@
+---
+items:
+  - 3imed-jaberi/fake-rest-json-api
+  - azizamari/Ncodi
+  - hamedbaatour/angularfire-lite
+  - hamedbaatour/minimus
+  - Dainerx/InputTounsi
+  - hexabot-ai/Hexabot
+display_name: Made in Tunisia
+created_by: heithemmoumni
+image: made-in-tunisia.png
+---
+Open source projects built in or receiving significant contributions from Tunisia :tunisia:
diff --git a/collections/made-in-tunisia/made-in-tunisia.png b/collections/made-in-tunisia/made-in-tunisia.png
new file mode 100644
index 000000000000..1b901ee0bc5b
Binary files /dev/null and b/collections/made-in-tunisia/made-in-tunisia.png differ
diff --git a/collections/made-in-turkey/index.md b/collections/made-in-turkiye/index.md
similarity index 62%
rename from collections/made-in-turkey/index.md
rename to collections/made-in-turkiye/index.md
index cf8a8d2091cf..20d007a03d87 100644
--- a/collections/made-in-turkey/index.md
+++ b/collections/made-in-turkiye/index.md
@@ -1,11 +1,12 @@
 ---
 items:
+ - ShareX/ShareX
  - furkandeveloper/EasyProfiler
  - isidentical/refactor
  - fatih/vim-go
  - ssg/streetcoder
  - ahmetb/kubectx
- - eserozvataf/laroux.js
+ - eser/laroux
  - f/vue-wait
  - joom/hezarfen
  - jbytecode/LinRegOutliers
@@ -13,14 +14,16 @@ items:
  - jbytecode/rcaller
  - obss/sahi
  - passwall/passwall-server
- - passwall/passwall-extension
  - passwall/passwall-desktop
- - passwall/passwall-web
- - pankod/refine
+ - refinedev/refine
  - pankod/superplate
- - huseyinnurbaki/mocktail
-display_name: Made in Turkey
+ - Huseyinnurbaki/mocktail
+ - geziyor/geziyor
+ - Trendyol/baklava
+ - Tuntii/RustAPI
+ - kemalcr/kemal
+display_name: Made in Türkiye
 created_by: kiliczsh
-image: made-in-turkey.png
+image: made-in-turkiye.png
 ---
-Open source projects built in or receiving significant contributions from Turkey :tr:
+Open source projects built in or receiving significant contributions from Türkiye :tr:
diff --git a/collections/made-in-turkey/made-in-turkey.png b/collections/made-in-turkiye/made-in-turkiye.png
similarity index 100%
rename from collections/made-in-turkey/made-in-turkey.png
rename to collections/made-in-turkiye/made-in-turkiye.png
diff --git a/collections/made-in-ukraine/index.md b/collections/made-in-ukraine/index.md
index 18cc02ffd38d..6a584f583ddd 100644
--- a/collections/made-in-ukraine/index.md
+++ b/collections/made-in-ukraine/index.md
@@ -1,13 +1,12 @@
 ---
 items:
  - trekhleb/javascript-algorithms
- - mui-org/material-ui
+ - mui/material-ui
  - ansible/ansible
  - Leaflet/Leaflet
  - denysdovhan/wtfjs
  - dimsemenov/PhotoSwipe
  - trailofbits/algo
- - uglide/RedisDesktopManager
  - trekhleb/homemade-machine-learning
  - vadimdemedes/ink
  - spaceship-prompt/spaceship-prompt
@@ -17,7 +16,7 @@ items:
  - trekhleb/learn-python
  - brunch/brunch
  - resilience4j/resilience4j
- - eclipse/che
+ - eclipse-che/che
  - dmytrodanylyk/circular-progress-button
  - valor-software/ngx-bootstrap
  - platformio/platformio-core
@@ -53,6 +52,15 @@ items:
  - ttag-org/ttag
  - vmagamedov/grpclib
  - angrymouse/remote-functions
+ - react-bootstrap/react-bootstrap
+ - avajs/ava
+ - graphql/graphql-js
+ - Redocly/redoc
+ - retejs/rete
+ - javadev/underscore-java
+ - javadev/LeetCode-in-Java
+ - redis/RedisDesktopManager
+ - vshymanskyy/StandWithUkraine
 
 display_name: Made in Ukraine
 image: made-in-ukraine.png
diff --git a/collections/made-in-vietnam/index.md b/collections/made-in-vietnam/index.md
index c060aad07417..4fd402a19185 100644
--- a/collections/made-in-vietnam/index.md
+++ b/collections/made-in-vietnam/index.md
@@ -9,7 +9,7 @@ items:
  - holistics/dbml
  - google/edward2
  - vncorenlp/VnCoreNLP
- - google/tink
+ - tink-crypto/tink
  - blei-lab/edward
  - ZuzooVn/machine-learning-for-software-engineers
  - chiphuyen/ml-interviews-book
@@ -21,15 +21,15 @@ items:
  - vanhuyz/CycleGAN-TensorFlow
  - TablePlus/TablePlus
  - khangich/machine-learning-interview
- - huytd/agar.io-clone
+ - owenashurst/agar.io-clone
  - opencardev/crankshaft
  - binhnguyennus/awesome-scalability
  - hoanhan101/ultimate-go
  - ProxymanApp/Proxyman
  - bangoc123/learn-machine-learning-in-two-months
- - phuoc-ng/csslayout
- - nguyenquangminh0711/ruby_jard
- - phuoc-ng/1loc
+ - phuocng/csslayout
+ - 0x2c7/ruby_jard
+ - phuocng/1loc
  - BambooEngine/ibus-bamboo
 display_name: Made in Vietnam
 created_by: duythanhvn
diff --git a/collections/material-ui-atomic-design/index.md b/collections/material-ui-atomic-design/index.md
index 988abc11cef3..9a4c6c4b322b 100644
--- a/collections/material-ui-atomic-design/index.md
+++ b/collections/material-ui-atomic-design/index.md
@@ -5,14 +5,11 @@ items:
  - alexander-elgin/atomic-react-redux
  - fernandohenriques/chat-app
  - marcelorl/tastin-front
- - kumiko-haraguchi/live-jazz-tokyo
+ - kumilange/live-jazz-tokyo
  - JoshEvan/StockManagementSystem
  - yudwig/next-redux-todo
  - atomixinteractions/materialized
- - takanassyi/react-and-rekognition
- - takanassyi/react-tutorial-ts-mui
- - pureinx/crowdmeeting
- - ERS-HCL/react-atomic-lib
+ - thepureinx000/crowdmeeting
 display_name: Material-UI Projects Using Atomic Design
 created_by: trentschnee
 ---
diff --git a/collections/music/index.md b/collections/music/index.md
index 9fe999d0e220..ae7d632422bb 100644
--- a/collections/music/index.md
+++ b/collections/music/index.md
@@ -13,7 +13,6 @@ items:
  - metabrainz/picard
  - overtone/overtone
  - sonic-pi-net/sonic-pi
- - nukeop/nuclear
  - swdotcom/swdc-vscode-musictime
  - hundredrabbits/Orca
  - 8bitbubsy/pt2-clone
diff --git a/collections/nextjs-blog-templates/index.md b/collections/nextjs-blog-templates/index.md
new file mode 100644
index 000000000000..13cef63129b6
--- /dev/null
+++ b/collections/nextjs-blog-templates/index.md
@@ -0,0 +1,24 @@
+---
+items:
+ - jz222/caasy-nextjs-blog-template
+ - pycoder2000/blog
+ - timlrx/tailwind-nextjs-starter-blog
+ - wutali/nextjs-netlify-blog-template
+ - leerob/next-mdx-blog
+ - prismicio-community/nextjs-starter-prismic-blog
+ - web3templates/stablo
+ - Blazity/next-saas-starter
+ - NextJSTemplates/startup-nextjs
+ - statichunt/geeky-nextjs
+ - statichunt/hydrogen-nextjs
+ - themefisher/andromeda-light-nextjs
+ - statichunt/techfeed-nextjs
+ - devkiran/NextAPI
+ - statichunt/hydrogen-nextjs
+ - zeon-studio/nextplate
+image: nextjs-blog-templates.png
+display_name: Next.js Blog Template
+created_by: officialrajdeepsingh
+---
+
+Start your blogging career using open-source pre-built templates with Next.js, Markdown, MDX, Tailwind CSS, React UI, etc.
\ No newline at end of file
diff --git a/collections/nextjs-blog-templates/nextjs-blog-templates.png b/collections/nextjs-blog-templates/nextjs-blog-templates.png
new file mode 100644
index 000000000000..03e56eddf583
Binary files /dev/null and b/collections/nextjs-blog-templates/nextjs-blog-templates.png differ
diff --git a/collections/open-data/index.md b/collections/open-data/index.md
index efc91baaf208..f244de1367d4 100644
--- a/collections/open-data/index.md
+++ b/collections/open-data/index.md
@@ -7,6 +7,7 @@ items:
  - cernopendata/opendata.cern.ch
  - openaddresses/openaddresses
  - APIs-guru/openapi-directory
+ - whosonfirst-data/whosonfirst-data
 display_name: Open data
 created_by: benbalter
 ---
diff --git a/collections/open-journalism/index.md b/collections/open-journalism/index.md
index c1d9e1ef64f8..cc7ec95a33f9 100644
--- a/collections/open-journalism/index.md
+++ b/collections/open-journalism/index.md
@@ -2,7 +2,6 @@
 items:
  - fivethirtyeight/data
  - datadesk/notebooks
- - NYTimes/objective-c-style-guide
  - newsapps/beeswithmachineguns
  - voxmedia/meme
  - propublica/guides
@@ -11,7 +10,7 @@ items:
  - TimeMagazineLabs/babynames
  - guardian/frontend
  - dukechronicle/chronline
- - BloombergMedia/whatiscode
+ - BloombergGraphics/whatiscode
  - times/cardkit
  - mkiser/WTFJHT
 display_name: Open journalism
diff --git a/collections/open-source-mlops/index.md b/collections/open-source-mlops/index.md
new file mode 100644
index 000000000000..6ab521efa58a
--- /dev/null
+++ b/collections/open-source-mlops/index.md
@@ -0,0 +1,39 @@
+---
+items:
+ - microsoft/nni
+ - magda-io/magda
+ - milvus-io/milvus
+ - feast-dev/feast
+ - tobegit3hub/advisor
+ - optuna/optuna
+ - h2oai/h2o-3
+ - MLReef/mlreef
+ - SeldonIO/alibi
+ - guildai/guildai
+ - mlflow/mlflow
+ - VertaAI/modeldb
+ - bentoml/BentoML 
+ - pycaret/pycaret
+ - whylabs/whylogs
+ - argoproj/argo-workflows
+ - zenml-io/zenml
+ - aimhubio/aim
+ - interpretml/interpret
+ - mlrun/mlrun
+ - microsoft/pai
+ - clearml/clearml
+ - treeverse/dvc
+ - determined-ai/determined
+ - myelintek/primehub
+ - treeverse/lakeFS
+ - activeloopai/deeplake
+ - Netflix/metaflow
+ - flyteorg/flyte
+ - SchedMD/slurm
+ - ray-project/ray
+ - tensorflow/tensorboard
+display_name: Open source MLOps
+created_by: ManeSah
+image: open-source-mlops.png
+---
+Open source projects to enhance your MLOps stack.
diff --git a/collections/open-source-mlops/open-source-mlops.png b/collections/open-source-mlops/open-source-mlops.png
new file mode 100644
index 000000000000..f5a2ff9fffb4
Binary files /dev/null and b/collections/open-source-mlops/open-source-mlops.png differ
diff --git a/collections/open-source-organizations/index.md b/collections/open-source-organizations/index.md
index 88007115b075..953fe4d7a36e 100644
--- a/collections/open-source-organizations/index.md
+++ b/collections/open-source-organizations/index.md
@@ -1,7 +1,7 @@
 ---
 items:
  - adobe/adobe.github.com
- - redhatofficial/redhatofficial.github.io
+ - RedHatOfficial/RedHatOfficial.github.io
  - cfpb/cfpb.github.io
  - Netflix/netflix.github.com
  - Esri/esri.github.io
@@ -9,9 +9,8 @@ items:
  - twitter/opensource-website
  - guardian/guardian.github.com
  - Yelp/yelp.github.io
- - Shopify/shopify.github.com
  - IBM/ibm.github.io
- - Microsoft/microsoft.github.io
+ - microsoft/microsoft.github.io
  - artsy/artsy.github.io
  - OSGeo/osgeo
  - godaddy/godaddy.github.io
@@ -25,10 +24,13 @@ items:
  - zalando/zalando.github.io
  - stripe/stripe.github.io
  - newrelic/opensource-website
- - docker/docker.github.io
+ - docker/docs
  - ExpediaGroup/expediagroup.github.io
- - wikimedia/wikimedia.github.io
  - fairfield-programming/fairfield-programming.github.io
+ - komodorio/helm-dashboard
+ - devtron-labs/devtron
+ - socialincome-san/public
+ - Aiven-Open
 display_name: Open source organizations
 created_by: benbalter
 image: open-source-organizations.png
diff --git a/collections/opensource-testing/index.md b/collections/opensource-testing/index.md
new file mode 100644
index 000000000000..a9c0abd8c164
--- /dev/null
+++ b/collections/opensource-testing/index.md
@@ -0,0 +1,68 @@
+---
+items:
+ - SeleniumHQ/selenium
+ - appium/appium
+ - microsoft/playwright
+ - cypress-io/cypress
+ - casperjs/casperjs
+ - webdriverio/webdriverio
+ - joelgriffith/navalia
+ - webcatalog/chromeless
+ - laurentj/slimerjs
+ - sdesalas/trifleJS
+ - karma-runner/karma
+ - eWert-Online/OSnap
+ - katalon-studio
+ - qawolf/qawolf
+ - basset/basset
+ - newsuk/AyeSpy
+ - RobotiumTech/robotium
+ - bbc/wraith
+ - watir/watir
+ - sikuli/sikuli
+ - garris/BackstopJS
+ - karatelabs/karate
+ - SmartBear/soapui
+ - teamcapybara/capybara
+ - prove/tarantula
+ - TestLinkOpenSourceTRMS/testlink-code
+ - windmill/windmill
+ - galenframework/galen
+ - MarathonLabs/marathon
+ - wiremock/wiremock
+ - grafana/k6
+ - DevExpress/testcafe
+ - creevey/creevey
+ - cburgmer/csscritic
+ - wearefriday/spectre
+ - shoov/shoov
+ - kdzwinel/Look-alike
+ - thingsinjars/Hardy
+ - python-needle/needle
+ - gabrielrotbart/gatling
+ - stefanjudis/grunt-photobox
+ - nathanmarks/vrtest
+ - reg-viz/reg-cli
+ - segment-boneyard/nightmare
+ - reg-viz/reg-suit
+ - SamHatoum/chimp
+ - NimaSoroush/differencify
+ - rsmbl/Resemble.js
+ - wttech/aet
+ - angrykoala/wendigo
+ - oblador/loki
+ - assaf/zombie
+ - bitovi/funcunit
+ - nightwatchjs/nightwatch
+ - angular/protractor
+ - Hapag-Lloyd/jest-puppeteer-react
+ - americanexpress/jest-image-snapshot
+ - selenide/selenide
+ - trytouca/trytouca
+ - HuddleEng/PhantomCSS
+ - keploy/keploy
+ - vividus-framework
+display_name: OpenSource Testing Frameworks & Tools
+created_by: msupernaut
+---
+Open source testing tools and frameworks to help testers/QA teams with automating and delivering high quality software.
diff --git a/collections/php-frameworks/index.md b/collections/php-frameworks/index.md
index 90a49452136f..63396fff3070 100644
--- a/collections/php-frameworks/index.md
+++ b/collections/php-frameworks/index.md
@@ -6,7 +6,7 @@ items:
  - slimphp/Slim
  - yiisoft/yii
  - cakephp/cakephp
- - dinophp/dinophp
+ - DinoPHP/DinoPHP
 display_name: PHP Frameworks
 created_by: Ahmed-Ibrahimm
 ---
diff --git a/collections/pixel-art-tools/index.md b/collections/pixel-art-tools/index.md
index c88b62285d6e..e637e7fe2de6 100644
--- a/collections/pixel-art-tools/index.md
+++ b/collections/pixel-art-tools/index.md
@@ -6,7 +6,6 @@ items:
  - maierfelix/poxi/
  - gmattie/Data-Pixels/
  - vsmode/pixel8
- - kitao/pyxel
  - jackschaedler/goya
  - cloudhead/rx
  - Orama-Interactive/Pixelorama
@@ -15,7 +14,10 @@ items:
  - rgab1508/PixelCraft
  - PixiEditor/PixiEditor
  - Kully/pixel-paint
- - pulkomandy/grafx2/
+ - pixa-pics/pixa-pics.github.io
+ - Mateusz-Nejman/Pixed
+ - counter185/voidsprite/
+   
 display_name: Pixel Art Tools
 created_by: leereilly
 image: pixel-art-tools.png
diff --git a/collections/playdate-rust/index.md b/collections/playdate-rust/index.md
new file mode 100644
index 000000000000..2ff31475850b
--- /dev/null
+++ b/collections/playdate-rust/index.md
@@ -0,0 +1,22 @@
+---
+items:
+ - pd-rs/crankstart
+ - boozook/playdate
+ - adamsoutar/playboy
+ - jcornaz/play-jam-4
+ - fum1h1ro/PlaydateRustTemplate
+ - danakj/craydate
+ - rusty-crank/playdate-rs
+ - rusty-crank/Dino
+ - bravely/nine_lives
+ - pomettini/ggj-2024
+ - pomettini/falling-sand-playdate
+ - pomettini/starfield-playdate-rs
+ - sayhiben/awesome-playdate
+ - https://devforum.play.date
+ - https://playdate-wiki.com/wiki/Developing_for_Playdate
+display_name: Playdate in Rust
+created_by: boozook
+image: playdate-rust.png
+---
+Packages, tools, and examples that are helpful to make games for Playdate in the Rust programming language.
diff --git a/collections/playdate-rust/playdate-rust.png b/collections/playdate-rust/playdate-rust.png
new file mode 100644
index 000000000000..de5a2046ed68
Binary files /dev/null and b/collections/playdate-rust/playdate-rust.png differ
diff --git a/collections/policies/index.md b/collections/policies/index.md
index 88ac736c0c75..019315cd5aea 100644
--- a/collections/policies/index.md
+++ b/collections/policies/index.md
@@ -2,7 +2,7 @@
 items:
  - github/balanced-employee-ip-agreement
  - github/site-policy
- - hackdaymanifesto/hackdaymanifesto.github.com
+ - hackdaymanifesto/site
  - BetaNYC/Bike-Share-Data-Best-Practices
  - project-open-data/project-open-data.github.io
  - usds/playbook
diff --git a/collections/productivity-tools/index.md b/collections/productivity-tools/index.md
index 1666da925eb7..4b3485752531 100644
--- a/collections/productivity-tools/index.md
+++ b/collections/productivity-tools/index.md
@@ -10,13 +10,43 @@ items:
  - rtyley/bfg-repo-cleaner
  - mhagger/git-imerge
  - eddiezane/lunchy
- - awaescher/repoz
+ - awaescher/RepoZ
  - sharkdp/fd
  - BurntSushi/ripgrep
- - stedolan/jq
+ - jqlang/jq
  - alacritty/alacritty
  - ajeetdsouza/zoxide
+ - Slackadays/Clipboard
+ - devtron-labs/devtron
+ - ConEmu/ConEmu
+ - wavetermdev/waveterm
+ - termux/termux-app
+ - zed-industries/zed
+ - lapce/lapce
+ - Syllo/nvtop
+ - rclone/rclone
+ - tldr-pages/tldr
+ - aria2/aria2
+ - Bash-it/bash-it
+ - treeverse/dvc
+ - starship/starship
+ - gnunn1/tilix
+ - fabioz/mu-repo
+ - nvbn/thefuck
+ - sharkdp/bat
+ - dandavison/delta
+ - bootandy/dust
+ - eza-community/eza
+ - bensadeh/tailspin
+ - logdyhq/logdy-core
+ - ajayyy/SponsorBlock
+ - WofWca/jumpcutter
+ - mnfst/manifest
+ - AhmedOsman101/commit-sage-cli
+ - dusan-maintains/oss-maintenance-log
+ - ErezShahaf/Lore
+ - HMAKT99/UnTouchID
 display_name: Software productivity tools
 created_by: holman
 ---
-Build software faster with fewer headaches, using these tools and tricks
+Build software faster with fewer headaches, using these tools and tricks.
diff --git a/collections/programming-languages/index.md b/collections/programming-languages/index.md
index 33c90344d9b7..8ae6570f4c38 100644
--- a/collections/programming-languages/index.md
+++ b/collections/programming-languages/index.md
@@ -1,8 +1,8 @@
 ---
 items:
 - golang/go
-- apple/swift
-- Microsoft/TypeScript
+- swiftlang/swift
+- microsoft/TypeScript
 - rust-lang/rust
 - JetBrains/kotlin
 - python/cpython
@@ -41,18 +41,18 @@ items:
 - rakudo/rakudo
 - chapel-lang/chapel
 - lucee/Lucee
-- eclipse/golo-lang
+- eclipse-archived/golo-lang
 - gosu-lang/gosu-lang
 - ziglang/zig
 - HaxeFoundation/haxe
 - livecode/livecode
-- coq/coq
+- rocq-prover/rocq
 - vlang/v
 - dart-lang/sdk
 - pharo-project/pharo
 - ring-lang/ring
 - SenegalLang/Senegal
-- cqfn/eo
+- objectionary/eo
 - ChavaScript/chavascript
 - DennisMitchell/jellylanguage
 - beefytech/Beef
@@ -62,7 +62,20 @@ items:
 - robhagemans/pcbasic
 - QB64Team/qb64
 - gleam-lang/gleam
+- Gwion/Gwion
+- carbon-language/carbon-lang
+- imba/imba
+- tarpit-collective/cane
+- cython/cython
+- modular/modular
+- odin-lang/Odin
+- apache/groovy
+- ValeLang/Vale
+- factor/factor
+- julelang/jule
+- kvthweatt/Flux
 display_name: Programming languages
 created_by: leereilly
 ---
-A list of programming languages that are actively developed on GitHub
+
+A list of actively developed programming languages that are found on GitHub.
diff --git a/collections/projects-that-power-github/index.md b/collections/projects-that-power-github/index.md
index 127f403661d9..a1cf7d676eef 100644
--- a/collections/projects-that-power-github/index.md
+++ b/collections/projects-that-power-github/index.md
@@ -1,6 +1,6 @@
 ---
 items:
- - codahale/bcrypt-ruby
+ - bcrypt-ruby/bcrypt-ruby
  - zeroclipboard/zeroclipboard
  - github/resque
  - leereilly/swot
@@ -13,14 +13,14 @@ items:
  - eslint/eslint
  - mochajs/mocha
  - lerna/lerna
- - github/linguist
+ - github-linguist/linguist
  - elastic/elasticsearch
  - rails/rails
- - antirez/redis
+ - redis/redis
  - rails/sprockets
  - libgit2/libgit2
  - libgit2/rugged
- - jch/html-pipeline
+ - gjtorikian/html-pipeline
  - github/gemoji
  - jekyll/jekyll
  - octokit/octokit.rb
diff --git a/collections/react-ui/index.md b/collections/react-ui/index.md
new file mode 100644
index 000000000000..e4727298d2a3
--- /dev/null
+++ b/collections/react-ui/index.md
@@ -0,0 +1,34 @@
+---
+display_name: React UI
+created_by: officialrajdeepsingh
+image: react-ui.png
+items:
+ - mui/material-ui
+ - react-bootstrap/react-bootstrap
+ - primer/design
+ - mantinedev/mantine
+ - radix-ui/website
+ - sailboatui/sailboatui
+ - saadeghi/daisyui
+ - markmead/hyperui
+ - tailwindlabs/headlessui
+ - sergejcodes/flowrift
+ - Charlie85270/tail-kit
+ - praveenjuge/myna/
+ - TailGrids/tailgrids
+ - htmlstreamofficial/preline
+ - shadcn-ui/ui
+ - primefaces/primereact
+ - heroui-inc/heroui
+ - chakra-ui/chakra-ui
+ - primefaces/primeng
+ - rewindui/rewindui
+ - palantir/blueprint
+ - rsuite/rsuite
+ - Semantic-Org/Semantic-UI-React
+ - creativetimofficial/material-tailwind
+ - merakiuilabs/merakiui
+
+---
+
+A React UI library or collection of React components. React is an open source JavaScript framework for designing user interfaces.
diff --git a/collections/react-ui/react-ui.png b/collections/react-ui/react-ui.png
new file mode 100644
index 000000000000..af1922481649
Binary files /dev/null and b/collections/react-ui/react-ui.png differ
diff --git a/collections/release-radar-2018-12/index.md b/collections/release-radar-2018-12/index.md
index aaab1a60947c..26beba09ef79 100644
--- a/collections/release-radar-2018-12/index.md
+++ b/collections/release-radar-2018-12/index.md
@@ -1,15 +1,14 @@
 ---
 items:
- - antonmedv/fx
  - hashicorp/vault
  - pytorch/pytorch
  - https://nostalgic-css.github.io/NES.css/
  - vitessio/vitess
- - SpaceVim/SpaceVim
+ - wsdjeg/SpaceVim
  - briangonzalez/rgbaster.js
  - Kong/kong
- - https://flutter.io/
- - http://fishshell.com/
+ - https://flutter.dev/
+ - https://fishshell.com/
  - https://developer.nvidia.com/physx-sdk
 display_name: Release Radar · December 2018
 created_by: leereilly
diff --git a/collections/riscv-brazil/index.md b/collections/riscv-brazil/index.md
index 32c7ae1943f6..8e6cbb4f97b2 100644
--- a/collections/riscv-brazil/index.md
+++ b/collections/riscv-brazil/index.md
@@ -3,10 +3,11 @@ items:
  - darklife/darkriscv
  - zxmarcos/riscado-v
  - racerxdl/riskow
- - duinos/riscuinho
+ - DuinOS/riscuinho
  - carlosedp/chiselv
 display_name: Risc-V Cores Made in Brazil
 created_by: carlosdelfino 
+image: riscv-brazil.png
 ---
 
 Projects related to RISC-V cores built or receiving significant contributions from Brazilians.
diff --git a/collections/riscv-cores/index.md b/collections/riscv-cores/index.md
index aa8425a922ab..7b6a4c194f08 100644
--- a/collections/riscv-cores/index.md
+++ b/collections/riscv-cores/index.md
@@ -13,16 +13,14 @@ items:
  - minerva-cpu/minerva
  - onchipuis/mriscv
  - SpinalHDL/VexRiscv
- - roalogic/RV12
+ - RoaLogic/RV12
  - syntacore/scr1
  - SI-RISCV/e200_opensource
  - lcbcFoo/ReonV
- - cliffordwolf/picorv32
+ - YosysHQ/picorv32
  - tomverbeure/mr1
  - olofk/serv
- - chipsalliance/Cores-SweRV
- - chipsalliance/Cores-SweRV-EL2
- - chipsalliance/Cores-SweRV-EH2
+ - chipsalliance/Cores-VeeR-EH1
  - ultraembedded/biriscv
  - atthecodeface/cdl_hardware
  - Domipheus/RPU
@@ -31,13 +29,12 @@ items:
  - SonalPinto/kronos
  - stevehoover/warp-v
  - stnolting/neorv32
- - rafaelcalcada/steel-core
+ - rafaelcalcada/rvx
  - klessydra/T13x
  - klessydra/T03x
  - klessydra/T02x
  - klessydra/F03x
  - stevehoover/RISC-V_MYTH_Workshop
- - haogwb/starsea_riscv
  - OSCPU/NutShell
  - riscvarchive/riscv-qemu
  - SpinalHDL/VexRiscv
@@ -47,7 +44,7 @@ items:
  - zxmarcos/riscado-v
  - racerxdl/riskow
  - dev-board-tech/hdl-core-riscv-lite
- - DuinOS/RISCuinho
+ - DuinOS/riscuinho
  - Saanlima/RISC5Verilog_psram
  - Saanlima/RISC5Verilog_lpddr
  - jlpteaching/dinocpu
diff --git a/collections/social-impact/index.md b/collections/social-impact/index.md
index 0caddd4015f9..7c5447eb3b6d 100644
--- a/collections/social-impact/index.md
+++ b/collections/social-impact/index.md
@@ -1,23 +1,24 @@
 ---
 items:
- - GliaX/Stethoscope
- - HospitalRun/hospitalrun-frontend
- - get-alex/alex
- - coralproject/talk
- - hotosm/tasking-manager
- - OptiKey/OptiKey
- - ifmeorg/ifme
- - RefugeRestrooms/refugerestrooms
- - hurricane-response/florence-api
- - Terrastories/terrastories
- - rubyforgood/diaper
- - rubyforgood/playtime
- - rubyforgood/demand-progress
- - ebimodeling/ghgvc
- - raksha-life/rescuekerala
- - Data4Democracy/ethics-resources
- - civicdata/civicdata.github.io
- - yunity/karrot-frontend
+    - GliaX/Stethoscope
+    - HospitalRun/hospitalrun-frontend
+    - get-alex/alex
+    - coralproject/talk
+    - hotosm/tasking-manager
+    - OptiKey/OptiKey
+    - ifmeorg/ifme
+    - RefugeRestrooms/refugerestrooms
+    - hurricane-response/florence-api
+    - Terrastories/terrastories
+    - rubyforgood/human-essentials
+    - rubyforgood/playtime
+    - rubyforgood/demand-progress
+    - ebimodeling/ghgvc
+    - raksha-life/rescuekerala
+    - Data4Democracy/ethics-resources
+    - civicdata/civicdata.github.io
+    - karrot-dev/karrot-frontend
+    - activist-org/activist
 display_name: Social Impact
 created_by: bescalante
 ---
diff --git a/collections/software-defined-radio/index.md b/collections/software-defined-radio/index.md
index 1dfe1b7fce66..9b219b2c4310 100644
--- a/collections/software-defined-radio/index.md
+++ b/collections/software-defined-radio/index.md
@@ -7,7 +7,7 @@ items:
  - miek/inspectrum
  - kpreid/shinysdr
  - RangeNetworks/openbts
- - srsRAN/srsRAN
+ - srsran/srsRAN_4G
  - xmikos/qspectrumanalyzer
  - cjcliffe/CubicSDR
  - jopohl/urh
diff --git a/collections/software-development-tools/index.md b/collections/software-development-tools/index.md
index 69c2ce584d3c..2eba096cd6eb 100644
--- a/collections/software-development-tools/index.md
+++ b/collections/software-development-tools/index.md
@@ -11,10 +11,14 @@ items:
  - getsentry/sentry
  - jenkinsci/jenkins
  - pybuilder/pybuilder
- - klaussinani/signale
+ - klaudiosinani/signale
  - gitpod-io/gitpod
  - gnustep/apps-gorm
  - koalaman/shellcheck
+ - AhmedOsman101/commit-sage-cli
+ - semaphoreio/semaphore
+ - Nayjest/Gito
+ - dusan-maintains/oss-maintenance-log
 display_name: Software development tools
 ---
 Build apps better, faster, stronger.
diff --git a/collections/software-in-science/index.md b/collections/software-in-science/index.md
index 90e5cd817e8d..820c7c7b4f44 100644
--- a/collections/software-in-science/index.md
+++ b/collections/software-in-science/index.md
@@ -11,14 +11,22 @@ items:
  - sympy/sympy
  - spack/spack
  - ipython/ipython
- - ropensci/rplos
+ - ropensci-archive/rplos
  - LaurentRDC/scikit-ued
- - sagemath/sage
+ - sagemath/sage-archive-2023-02-01
  - gap-system/gap
  - Singular/Singular
- - fredrik-johansson/arb
+ - flintlib/arb
  - broadinstitute/picard
  - markusschanta/awesome-jupyter
+ - ropensci-archive/rplos
+ - asreview/asreview
+ - jupyterlab/jupyter-ai
+ - voxel51/fiftyone
+ - Future-Scholars/paperlib
+ - pretzelai/pretzelai
+ - treeverse/dvc
+ - git-lfs/git-lfs
 display_name: Software in science
 image: software-in-science.png
 ---
diff --git a/collections/static-site-generators/index.md b/collections/static-site-generators/index.md
index 7e23f59604e2..a929600614e6 100644
--- a/collections/static-site-generators/index.md
+++ b/collections/static-site-generators/index.md
@@ -5,25 +5,30 @@ items:
  - 11ty/eleventy
  - gatsbyjs/gatsby
  - vuejs/vuepress
- - hexojs/hexo
  - vercel/next.js
  - getpelican/pelican
- - facebook/Docusaurus
+ - facebook/docusaurus
  - slatedocs/slate
- - nuxt/nuxt.js
+ - nuxt/nuxt
  - gridsome/gridsome
  - middleman/middleman
  - react-static/react-static
  - docsifyjs/docsify
  - mkdocs/mkdocs
  - sintaxi/harp
- - netlify/netlify-cms
+ - decaporg/decap-cms
  - jaspervdj/hakyll
  - umijs/umi
  - abelljs/abell
  - withastro/astro
- - tlienart/Franklin.jl
+ - JuliaDocs/Franklin.jl
  - getzola/zola
+ - lumeland/lume
+ - docsifyjs/docsify
+ - shuding/nextra
+ - twostraws/Ignite
+ - JohnSundell/Publish
+ - fuma-nama/fumadocs
 display_name: Static Site Generators
 created_by: jakejarvis
 ---
diff --git a/collections/teaching-computational-social-science/index.md b/collections/teaching-computational-social-science/index.md
index f94075286431..debfa8d6b058 100644
--- a/collections/teaching-computational-social-science/index.md
+++ b/collections/teaching-computational-social-science/index.md
@@ -16,9 +16,8 @@ items:
  - sf585978/cssReadingList
  - damian0604/bdaca/blob/master/book/bd-aca_book.pdf
  - vtraag/4TU-CSS
- - honeyAndSw/computational-social-science
  - 5harad/css
- - jaeyk/PS239T
+ - jaeyk/comp_thinking_social_science
  - jhofman/css2013
  - mac389/snappy
  - peterdalle/mediacommtools
@@ -27,7 +26,7 @@ items:
  - mobileink/lab.compss
  - sschauss/css
  - jongbinjung/css-python-workshop 
- - adamrpah/KPHD_CSS
+ - adamrpah/CSSMA
  - cbpuschmann/stm_ic2s2
  - ohexel/comsocsci
  - atkindel/css_activities
@@ -37,7 +36,6 @@ items:
  - maczokni/crimemapping_textbook_bookdown
  - maczokni/r-socialsci
  - CJWorkbench
- - CullenBoldt/CSSproject
  - sagepublishing/Hogan-FSStDS-draft-chapters-2019
  - sagepublishing/Bernauer-DQTAwR-draft-chapters-2019
  
diff --git a/collections/text-editors/index.md b/collections/text-editors/index.md
index f18f8bf74c60..646c128ae3ff 100644
--- a/collections/text-editors/index.md
+++ b/collections/text-editors/index.md
@@ -10,16 +10,16 @@ items:
  - Komodo/KomodoEdit
  - leo-editor/leo-editor
  - syl20bnr/spacemacs
- - SpaceVim/SpaceVim
+ - wsdjeg/SpaceVim
  - alm-tools/alm
  - atom/atom
  - LightTable/LightTable
  - zedapp/zed
- - Microsoft/vscode
- - zyedidia/micro
+ - microsoft/vscode
+ - micro-editor/micro
  - neoedmund/neoeedit
  - mawww/kakoune
- - JasonStein/Notepads
+ - 0x7c13/Notepads
  - onivim/oni2
  - VSCodium/vscodium
  - JetBrains/intellij-community
@@ -32,6 +32,14 @@ items:
  - vim/vim
  - Alexey-T/CudaText
  - orbitalquark/textadept
+ - apache/netbeans
+ - adsr/mle
+ - helix-editor/helix
+ - lapce/lapce
+ - zed-industries/zed
+ - KDE/kate
+ - pulsar-edit/pulsar
+ - voideditor/void
 
 display_name: Text editors
 created_by: leereilly
diff --git a/collections/tools-for-open-source/index.md b/collections/tools-for-open-source/index.md
index a3935fec1164..d6207d5f92be 100644
--- a/collections/tools-for-open-source/index.md
+++ b/collections/tools-for-open-source/index.md
@@ -18,7 +18,7 @@ items:
  - WeAllJS/weallcontribute
  - danger/danger
  - icecrime/poule
- - probot/settings
+ - repository-settings/app
  - cla-assistant/cla-assistant
  - zeke/package-json-to-readme
  - hakirisec/hakiri_toolbelt
@@ -28,6 +28,25 @@ items:
  - badges/shields
  - bitrise-io/bitrise
  - devhubapp/devhub
+ - anuraghazra/github-readme-stats
+ - Ileriayo/markdown-badges
+ - alexandresanlim/Badges4-README.md-Profile
+ - tholman/github-corners
+ - jstrieb/github-stats
+ - vn7n24fzkq/github-profile-summary-cards
+ - ryo-ma/github-profile-trophy
+ - DenverCoder1/github-readme-streak-stats
+ - Ashutosh00710/github-readme-activity-graph
+ - star-history/star-history
+ - jamesgeorge007/github-activity-readme
+ - Yizack/gists-readme
+ - lacolaco/contributors-img
+ - all-contributors/allcontributors.org
+ - VishwaGauravIn/pretty-readme-badges
+ - buttons/github-buttons
+ - DenverCoder1/readme-typing-svg
+ - AhmedOsman101/commit-sage-cli
+ - dusan-maintains/oss-maintenance-log
 display_name: Tools for Open Source
 created_by: mozzadrella
 image: tools-for-open-source.png
diff --git a/collections/virtual-machines/index.md b/collections/virtual-machines/index.md
new file mode 100644
index 000000000000..26d49007f5e3
--- /dev/null
+++ b/collections/virtual-machines/index.md
@@ -0,0 +1,7 @@
+---
+items:
+ - utmapp/UTM
+display_name: Virtual Machines
+created_by: jobearrr
+---
+A virtual machine (or VM) is a digitized version of a physical computer. Virtual machines can run programs and operating systems, store data, connect to networks, and do other computing functions. However, a VM uses entirely virtual resources instead of physical components.
diff --git a/collections/voxel-editors/index.md b/collections/voxel-editors/index.md
new file mode 100644
index 000000000000..43afc5cbcf9b
--- /dev/null
+++ b/collections/voxel-editors/index.md
@@ -0,0 +1,23 @@
+---
+items:
+ - woxels/Woxel
+ - guillaumechereau/goxel
+ - emilk/sproxel
+ - grking/zoxel
+ - Perkovec/Vuxel
+ - GaidamakUA/Voxenko
+ - Bequen/GridEditor
+ - honestabelink/stonevox3d
+ - jval1972/DD_VOXEL
+ - bliporg/blip
+ - nimadez/voxel-builder
+ - matpow2/voxie
+ - rubenwardy/NodeBoxEditor
+ - chrmoritz/Troxel
+ - zakorgy/voxel-editor
+ - simlu/voxelshop
+ - vengi-voxel/vengi
+
+display_name: Voxel Editors
+---
+Software to design and edit 3D voxel files, this list is only for standalone software and not extensions/plugins/addons to existing software. This list is NOT to be used to list software that is not designed to be Voxel First software - this means that if software has Voxel capabilities on the side and was not originally intended/designed to be used for Voxel editing then is not suitable for this list.
diff --git a/collections/voxel-editors/voxel-editors.png b/collections/voxel-editors/voxel-editors.png
new file mode 100644
index 000000000000..33c1b2f8d873
Binary files /dev/null and b/collections/voxel-editors/voxel-editors.png differ
diff --git a/collections/vulnerability-databases/index.md b/collections/vulnerability-databases/index.md
new file mode 100644
index 000000000000..525d39a17688
--- /dev/null
+++ b/collections/vulnerability-databases/index.md
@@ -0,0 +1,13 @@
+---
+items:
+ - CVEProject/cvelistV5
+ - github/advisory-database
+ - google/osv.dev
+ - aquasecurity/trivy-db
+ - CERTCC/VINCE
+ - wiz-sec/open-cvdb
+display_name: Vulnerability Databases
+created_by: m3lixir
+image: vulnerability-databases.png
+---
+Vulnerability databases provide critical insights into known security flaws, enabling developers to identify, monitor, and address risks effectively.
\ No newline at end of file
diff --git a/collections/vulnerability-databases/vulnerability-databases.png b/collections/vulnerability-databases/vulnerability-databases.png
new file mode 100644
index 000000000000..915e44356dfb
Binary files /dev/null and b/collections/vulnerability-databases/vulnerability-databases.png differ
diff --git a/collections/web-accessibility/index.md b/collections/web-accessibility/index.md
index e8c84aa2fb92..aea008931b7f 100644
--- a/collections/web-accessibility/index.md
+++ b/collections/web-accessibility/index.md
@@ -1,7 +1,7 @@
 ---
 items:
  - github/lightcrawler
- - Khan/tota11y
+ - jdan/tota11y
  - addyosmani/a11y
  - ffoodd/a11y.css
  - jxnblk/colorable
diff --git a/collections/web-games/index.md b/collections/web-games/index.md
index 8b30c86c0fa3..84a90e9726b4 100644
--- a/collections/web-games/index.md
+++ b/collections/web-games/index.md
@@ -6,6 +6,26 @@ items:
  - AlexNisnevich/untrusted
  - doublespeakgames/adarkroom
  - Hextris/hextris
+ - mrbid/Cubes2
+ - mrbid/Snowboarder
+ - mrbid/Snowling
+ - mrbid/SNOWBALL2
+ - mrbid/SpaceMiner
+ - mrbid/FractalAttackOnlineLite
+ - mrbid/CoinPusher
+ - mrbid/TuxPusher
+ - mrbid/SeriousShooter
+ - mrbid/PoryDrive-2.0
+ - mrbid/TuxScape
+ - mrbid/Tuxocide
+ - mrbid/AIGeneratedGame
+ - mrbid/TuxVsDragon
+ - mrbid/TempleDriver
+ - mrbid/TuxPusherAF
+ - mrbid/PAC-GAL
+ - mrbid/TuxFishing
+ - mrbid/TuxScape2
+ - mrbid/Catrooms
 display_name: Web games
 created_by: leereilly
 ---
diff --git a/docs/API.md b/docs/API.md
index 12083c0b6705..2e3ca91b049e 100644
--- a/docs/API.md
+++ b/docs/API.md
@@ -9,7 +9,7 @@ referring to the same subject matter as the topic. You should not list another t
 if the alias is a superset of your topic.
 
 For example, `api` makes sense in the `related` field for the `graphql` topic, but because many
-repositories tagged with `api` are _not_ be associated with `graphql`, `api` does not make sense
+repositories tagged with `api` are _not_ to be associated with `graphql`, `api` does not make sense
 in the `aliases` field for `graphql`.
 
 Each alias must be formatted like that topic's `topic` field (same as the URL slug). Acceptable formatting:
diff --git a/feed.json.liquid b/feed.json.liquid
new file mode 100644
index 000000000000..82bbad9997a2
--- /dev/null
+++ b/feed.json.liquid
@@ -0,0 +1,65 @@
+---
+permalink: feed.json
+---
+{% assign collections = site.explore_collections %}
+{% assign topics = site.topics %}
+
+{
+  "version": "https://jsonfeed.org/version/1",
+  "title": {{ site.title | smartify | jsonify }},
+  "expired": false,
+  "collections": [
+    {% for collection in collections %}
+    {%- assign collection_name_words = collection.id | split: "/" -%}
+    {%- assign collection_name = collection_name_words[2] -%}
+      {
+        "items": [
+          {% for item in collection.items %}
+            "{{ item }}"{% unless forloop.last == true %},{% endunless %}
+          {% endfor %}
+        ],
+        "created_by": {{ collection.created_by | jsonify }},
+        "name": {{ collection_name | jsonify }},
+        "display_name": {{ collection.display_name | jsonify }},
+        "image": {% if collection.image == null %}
+          null,
+        {% else %}
+          "{{ site.url }}{{ collection.id | remove_first: "/index" }}/{{ collection.image }}",
+        {% endif %}
+        "content": {{ collection.content | jsonify }}
+      }{% unless forloop.last == true %},{% endunless %}
+    {% endfor %}
+  ],
+  "topics": [
+    {% for topic in topics %}
+      {% assign related = topic.related | split: ',' %}
+      {% assign aliases = topic.aliases | split: ',' %}
+      {
+        "topic_name": {{ topic.topic | jsonify }},
+        "created_by": {{ topic.created_by | jsonify }},
+        "display_name": {{ topic.display_name | jsonify }},
+        "github_url": {{ topic.github_url | jsonify }},
+        "logo": {% if topic.logo == null %}
+          null,
+        {% else %}
+          "{{ site.url }}{{ topic.id | remove_first: "/index" }}/{{ topic.logo }}",
+        {% endif %}
+        "released": {{ topic.released | jsonify }},
+        "short_description": {{ topic.short_description | jsonify }},
+        "url": "{{ site.url | replace: "explore-feed.github.", "github." }}{{ topic.url | remove_first: "/index.html" }}",
+        "wikipedia_url": {{ topic.wikipedia_url | jsonify }},
+        "related": [
+          {% for related_topic in related %}
+            "{{ related_topic | strip }}"{% unless forloop.last == true %},{% endunless %}
+          {% endfor %}
+        ],
+        "aliases": [
+          {% for alias in aliases %}
+            "{{ alias | strip }}"{% unless forloop.last == true %},{% endunless %}
+          {% endfor %}
+        ],
+        "content": {{ topic.content | jsonify }}
+      }{% unless forloop.last == true %},{% endunless %}
+    {% endfor %}
+  ]
+}
diff --git a/index.md b/index.md
new file mode 100644
index 000000000000..ae8c308a6a57
--- /dev/null
+++ b/index.md
@@ -0,0 +1,4 @@
+---
+title: Explore
+redirect_to: /feed.json
+---
diff --git a/notices.md b/notices.md
index abf035669186..9c3ddca2e9aa 100644
--- a/notices.md
+++ b/notices.md
@@ -1,11 +1,11 @@
 ## Licenses
 
-Content is copyright © Explore content authors, released under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/), which gives you permission to use content for almost any purpose (but does not grant you any trademark permissions), so long as you note the license and give credit, such as follows:
+Content is copyrighted © by Explore content authors, released under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/), which gives you permission to use the content for almost any purpose (but does not grant you any trademark permissions), so long as you note the license and give credit, such as follows:
 
 > Content based on [github.com/github/explore](https://github.com/github/explore) used under the [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) license.
 
-Code, including source files and code samples if any in the content, is released under [CC0-1.0](https://creativecommons.org/publicdomain/zero/1.0/).
+> Code, including source files and code samples if any in the content, is released under the [CC0-1.0](https://creativecommons.org/publicdomain/zero/1.0/) license.
 
 This means you can use the code and content in this repository except for GitHub trademarks in your own projects. When using the GitHub logos, be sure to follow the [GitHub logo guidelines](https://github.com/logos).
 
-When you contribute to this repository you are doing so under the above licenses.
+When you contribute to this repository you are doing so under the above licenses.
\ No newline at end of file
diff --git a/script/cibuild b/script/cibuild
deleted file mode 100755
index 89bb5f3d4fa7..000000000000
--- a/script/cibuild
+++ /dev/null
@@ -1,14 +0,0 @@
-#!/bin/bash
-set -e
-
-cd "$(dirname "$0")/.."
-
-./script/setup
-
-set +e
-
-bundle exec rake test
-RAKE_EXIT="$?"
-bundle exec rubocop --display-cop-names
-RUBOCOP_EXIT="$?"
-[[ "$RAKE_EXIT" == 0 && "$RUBOCOP_EXIT" == 0 ]]
diff --git a/script/setup b/script/setup
deleted file mode 100755
index 2474f498f8c9..000000000000
--- a/script/setup
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/bin/bash
-set -e
-
-cd "$(dirname "$0")/.."
-
-if [ "$(uname -s)" = "Darwin" ]; then
-  brew bundle check &>/dev/null  || brew bundle
-  rbenv version-name &>/dev/null || brew bootstrap-rbenv-ruby
-fi
-
-bundle check &>/dev/null || bundle install
diff --git a/test/collections_test.rb b/test/collections_test.rb
index 16a25dee03a4..657c832f40b5 100644
--- a/test/collections_test.rb
+++ b/test/collections_test.rb
@@ -3,185 +3,221 @@
 describe "collections" do
   collections.each do |collection|
     describe "#{collection} collection" do
-      it "has a valid name" do
-        assert valid_collection?(collection), invalid_collection_message(collection)
-      end
+      unless ENV["AUTOCORRECT_RENAMED_REPOS"] == "1"
+        it "has a valid name" do
+          assert valid_collection?(collection), invalid_collection_message(collection)
+        end
 
-      it "does not include emoji outside of description" do
-        metadata = metadata_for(collections_dir, collection) || {}
+        it "does not include emoji outside of description" do
+          metadata = metadata_for(collections_dir, collection) || {}
 
-        fields = %w[created_by display_name collection]
-        fields.each do |field|
-          if value = metadata[field].to_s
-            assert value == value.gsub(EMOJI_REGEX, ""),
-                   "#{field} should not include emoji:\n\t#{value}"
+          fields = %w[created_by display_name collection]
+          fields.each do |field|
+            if value = metadata[field].to_s
+              assert value == value.gsub(EMOJI_REGEX, ""),
+                     "#{field} should not include emoji:\n\t#{value}"
+            end
           end
         end
-      end
 
-      it "has valid items" do
-        invalid_slugs = []
+        it "has valid items" do
+          invalid_slugs = []
 
-        items_for_collection(collection).each do |item|
-          URI.parse(item)
-        rescue URI::InvalidURIError
-          invalid_slugs << item
-        end
+          items_for_collection(collection).each do |item|
+            URI.parse(item)
+          rescue URI::InvalidURIError
+            invalid_slugs << item
+          end
 
-        assert_empty invalid_slugs, "Invalid item slugs #{invalid_slugs}"
-      end
+          assert_empty invalid_slugs, "Invalid item slugs #{invalid_slugs}"
+        end
 
-      it "has valid number of items" do
-        items = items_for_collection(collection)
-        assert (1...MAX_COLLECTION_ITEMS_LENGTH + 1).cover?(items.length),
-               "must have no more than #{MAX_COLLECTION_ITEMS_LENGTH} items " \
-               "(currently #{items.length})"
-      end
+        it "has valid number of items" do
+          items = items_for_collection(collection)
+          assert (1...MAX_COLLECTION_ITEMS_LENGTH + 1).cover?(items.length),
+                 "must have no more than #{MAX_COLLECTION_ITEMS_LENGTH} items " \
+                 "(currently #{items.length})"
+        end
 
-      it "fails if a repository does not exist or is private" do
-        errors = []
+        it "has an index.md" do
+          path = File.join(collections_dir, collection, "index.md")
 
-        items_for_collection(collection).each do |item|
-          next unless item.match?(USERNAME_AND_REPO_REGEX)
+          assert File.file?(path), "expected #{path} to be a file"
+        end
 
-          unless repository_exists?(item)
-            errors << "#{collection}: #{item} does not exist or is private"
+        it "has no unexpected files or directories" do
+          image_files = possible_image_file_names_for_collection(collection)
+          files = Dir["#{collections_dir}/#{collection}/**/*"].reject do |entry|
+            file_name = File.basename(entry)
+            entry == "." || entry == ".." || file_name == "index.md" ||
+              image_files.include?(file_name)
           end
+
+          assert_empty files, "expected only index.md and valid images"
         end
 
-        assert_empty errors
-      end
+        it "has Jekyll front matter in index.md" do
+          path = File.join(collections_dir, collection, "index.md")
 
-      it "fails if a user or organization does not exist" do
-        errors = []
+          if File.file?(path)
+            lines = File.readlines(path)
 
-        items_for_collection(collection).each do |item|
-          next unless item.match?(USERNAME_REGEX)
+            refute lines.empty?
+            assert_equal "---\n", lines[0], "expected file to start with Jekyll front matter ---"
 
-          errors << "#{collection}: #{item} does not exist" unless user_exists?(item)
+            end_index = lines.slice(1..-1).index("---\n")
+            assert end_index, "expected Jekyll front matter to end with ---"
+          end
         end
 
-        assert_empty errors
-      end
+        it "has expected metadata in Jekyll front matter" do
+          metadata = metadata_for(collections_dir, collection)
+          refute_empty metadata, "expected some metadata for collection"
 
-      it "fails if a user, organization, or repository has been renamed" do
-        errors = []
+          metadata.each_key do |key|
+            assert_includes VALID_COLLECTION_METADATA_KEYS, key, "unexpected metadata key '#{key}'"
+          end
 
-        items_for_collection(collection).each do |item|
-          next unless item.match?(USERNAME_AND_REPO_REGEX) || item.match?(USERNAME_REGEX)
+          REQUIRED_COLLECTION_METADATA_KEYS.each do |key|
+            assert metadata.key?(key), "expected to have '#{key}' defined for collection"
+            metadata_value = metadata[key].is_a?(Array) ? metadata[key] : [metadata[key]]
+            assert !metadata_value.empty? &&
+                   metadata_value.all? { |value| value&.strip&.size&.positive? },
+                   "expected to have a value for '#{key}'"
+          end
+        end
 
-          if item.match?(USERNAME_AND_REPO_REGEX)
-            errors << "#{collection}: #{item} has been renamed" unless repository_exists?(item)
-          else
-            errors << "#{collection}: #{item} has been renamed" unless user_exists?(item)
+        it "uses the right file name for specified image" do
+          metadata = metadata_for(collections_dir, collection)
+
+          if metadata
+            paths = image_paths_for_collection(collection)
+            valid_file_names = paths.map { |path| File.basename(path) }
+            error_message = if valid_file_names.empty?
+                              "should not specify image #{metadata['image']} when file does not "\
+                                "exist"
+                            else
+                              "image should be #{valid_file_names.join(' or ')}, but was " +
+                                metadata["image"].to_s
+                            end
+            assert !metadata.key?("image") || valid_file_names.include?(metadata["image"]),
+                   error_message
           end
         end
 
-        assert_empty errors
-      end
+        it "has a valid body" do
+          body = body_for(collections_dir, collection)
 
-      it "has an index.md" do
-        path = File.join(collections_dir, collection, "index.md")
+          assert body && (1...MAX_BODY_LENGTH).cover?(body.length),
+                 "must have a body no more than #{MAX_BODY_LENGTH} characters " \
+                 "(currently #{body.length})"
+        end
 
-        assert File.file?(path), "expected #{path} to be a file"
-      end
+        it "has a valid display name" do
+          metadata = metadata_for(collections_dir, collection) || {}
+          display_name = metadata["display_name"]
 
-      it "has no unexpected files or directories" do
-        image_files = possible_image_file_names_for_collection(collection)
-        files = Dir["#{collections_dir}/#{collection}/**/*"].reject do |entry|
-          file_name = File.basename(entry)
-          entry == "." || entry == ".." || file_name == "index.md" ||
-            image_files.include?(file_name)
+          assert display_name, "must have a value for display name"
+          assert display_name.length <= MAX_COLLECTION_DISPLAY_NAME_LENGTH,
+                 "must have a display name no more than " \
+                 "#{MAX_COLLECTION_DISPLAY_NAME_LENGTH} characters " \
+                 "(currently #{display_name.length})"
         end
 
-        assert_empty files, "expected only index.md and valid images"
+        it "has valid created_by value" do
+          metadata = metadata_for(collections_dir, collection) || {}
+          created_by = metadata["created_by"]
+
+          if created_by
+            assert created_by.match(USERNAME_REGEX),
+                   "#{created_by} may only contain alphanumeric characters or single hyphens, " \
+                   "and cannot begin or end with a hyphen"
+          end
+        end
       end
 
-      it "has Jekyll front matter in index.md" do
-        path = File.join(collections_dir, collection, "index.md")
+      it "fails if a user, organization, or repository has been renamed or removed" do
+        if ENV["SKIP_COLLECTION_API_CHECKS"]
+          skip "Skipping collection API checks (rename detection handled by collections-renames)"
+        end
+        prefetch_all_collection_items!
 
-        if File.file?(path)
-          lines = File.readlines(path)
+        errors = []
+        repos_to_check = []
+        users_to_check = []
 
-          refute lines.empty?
-          assert_equal "---\n", lines[0], "expected file to start with Jekyll front matter ---"
+        items_for_collection(collection).each do |item|
+          next unless item.match?(USERNAME_AND_REPO_REGEX) || item.match?(USERNAME_REGEX)
 
-          end_index = lines.slice(1..-1).index("---\n")
-          assert end_index, "expected Jekyll front matter to end with ---"
+          if item.match?(USERNAME_AND_REPO_REGEX)
+            repos_to_check << item
+          else
+            users_to_check << item
+          end
         end
-      end
-
-      it "has expected metadata in Jekyll front matter" do
-        metadata = metadata_for(collections_dir, collection)
-        refute_empty metadata, "expected some metadata for collection"
 
-        metadata.each_key do |key|
-          assert_includes VALID_COLLECTION_METADATA_KEYS, key, "unexpected metadata key '#{key}'"
+        repos_to_check.each do |repo|
+          repo_result = client.repository(repo)
+          current_name_with_owner = repo_result&.full_name
+
+          if repo_result.nil?
+            if ENV["AUTOCORRECT_RENAMED_REPOS"] == "1"
+              remove_collection_item(collection, repo)
+            else
+              error_message = "#{collection}: #{repo} does not exist or has been made private"
+              annotate_collection_item_error(collection, repo, error_message)
+              errors << error_message
+            end
+          elsif current_name_with_owner != repo
+            if ENV["AUTOCORRECT_RENAMED_REPOS"] == "1"
+              update_collection_item(collection, repo, current_name_with_owner)
+            else
+              error_message =
+                "#{collection}: #{repo} has been renamed to #{current_name_with_owner}"
+              annotate_collection_item_error(collection, repo, error_message)
+              errors << error_message
+            end
+          end
         end
 
-        REQUIRED_COLLECTION_METADATA_KEYS.each do |key|
-          assert metadata.key?(key), "expected to have '#{key}' defined for collection"
-          metadata_value = metadata[key].is_a?(Array) ? metadata[key] : [metadata[key]]
-          assert !metadata_value.empty? &&
-                 metadata_value.all? { |value| value&.strip&.size&.positive? },
-                 "expected to have a value for '#{key}'"
+        users_to_check.each do |login|
+          user_result = client.user(login)
+          current_login = user_result&.login
+
+          if user_result.nil?
+            error_message = "#{collection}: #{login} does not exist"
+            annotate_collection_item_error(collection, login, error_message)
+            errors << error_message
+          elsif current_login != login
+            error_message = "#{collection}: #{login} has been renamed to #{current_login}"
+            annotate_collection_item_error(collection, login, error_message)
+            errors << error_message
+          end
         end
-      end
 
-      it "uses the right file name for specified image" do
-        metadata = metadata_for(collections_dir, collection)
-
-        if metadata
-          paths = image_paths_for_collection(collection)
-          valid_file_names = paths.map { |path| File.basename(path) }
-          error_message = if valid_file_names.empty?
-                            "should not specify image #{metadata['image']} when file does not exist"
-                          else
-                            "image should be #{valid_file_names.join(' or ')}, but was " +
-                              metadata["image"].to_s
-                          end
-          assert !metadata.key?("image") || valid_file_names.include?(metadata["image"]),
-                 error_message
-        end
+        assert_empty errors unless ENV["AUTOCORRECT_RENAMED_REPOS"] == "1"
       end
+    end
 
-      it "has a valid body" do
-        body = body_for(collections_dir, collection)
+    next if ENV["AUTOCORRECT_RENAMED_REPOS"] == "1"
 
-        assert body && (1...MAX_BODY_LENGTH).cover?(body.length),
-               "must have a body no more than #{MAX_BODY_LENGTH} characters " \
-               "(currently #{body.length})"
-      end
+    it "has the same order and new items are at the end" do
+      collection_items = items_for_collection(collection)
+      existing_items = existing_items_for_collection(collection)
+      errors = []
 
-      it "has a valid display name" do
-        metadata = metadata_for(collections_dir, collection) || {}
-        display_name = metadata["display_name"]
+      collection_items_minus_new_additions = collection_items[0, existing_items.length]
 
-        assert display_name, "must have a value for display name"
-        assert display_name.length <= MAX_COLLECTION_DISPLAY_NAME_LENGTH,
-               "must have a display name no more than " \
-               "#{MAX_COLLECTION_DISPLAY_NAME_LENGTH} characters " \
-               "(currently #{display_name.length})"
+      if collection_items_minus_new_additions != existing_items
+        errors << "expected collection changes to have been appended to the existing item list"
+        annotate_collection_item_error(collection, "", errors.join("\n"))
       end
 
-      it "has valid created_by value" do
-        metadata = metadata_for(collections_dir, collection) || {}
-        created_by = metadata["created_by"]
-
-        if created_by
-          assert created_by.match(USERNAME_REGEX),
-                 "#{created_by} may only contain alphanumeric characters or single hyphens, " \
-                 "and cannot begin or end with a hyphen"
-        end
-      end
+      assert_empty errors
     end
   end
 
-  def repository_exists?(item)
-    client.repository?(item)
-  end
-
-  def user_exists?(item)
-    client.user(item)
+  def existing_items_for_collection(collection)
+    existing_collection(collection)&.[]("items") || []
   end
 end
diff --git a/test/collections_test_helper.rb b/test/collections_test_helper.rb
index a78d54657b81..1355c312a110 100644
--- a/test/collections_test_helper.rb
+++ b/test/collections_test_helper.rb
@@ -1,4 +1,5 @@
 require_relative "./test_helper"
+require "fileutils"
 
 VALID_COLLECTION_METADATA_KEYS = %w[collection created_by display_name image items].freeze
 REQUIRED_COLLECTION_METADATA_KEYS = %w[items display_name].freeze
@@ -8,10 +9,10 @@
 MAX_COLLECTION_DISPLAY_NAME_LENGTH = 100
 
 COLLECTION_IMAGE_EXTENSIONS = %w[.jpg .jpeg .png .gif].freeze
-COLLECTION_REGEX = /\A[a-z0-9][a-z0-9-]*\Z/.freeze
+COLLECTION_REGEX = /\A[a-z0-9][a-z0-9-]*\Z/
 
-USERNAME_REGEX = /\A[a-z0-9]+(-[a-z0-9]+)*\z/i.freeze
-USERNAME_AND_REPO_REGEX = %r{\A[^/]+/[^/]+$\z}.freeze
+USERNAME_REGEX = /\A[a-z0-9]+(-[a-z0-9]+)*\z/i
+USERNAME_AND_REPO_REGEX = %r{\A[^/]+/[^/]+$\z}
 
 def invalid_collection_message(collection)
   "'#{collection}' must be between 1-#{MAX_COLLECTION_SLUG_LENGTH} characters, " \
@@ -33,13 +34,38 @@ def collections_dir
 end
 
 def collection_dirs
-  Dir["#{collections_dir}/*"].select do |entry|
+  collection_directories = dirs_to_test.split(" ").map do |file|
+    directory = file.split("/")[1]
+    [collections_dir, directory].join("/")
+  end
+
+  Dir[*collection_directories].select do |entry|
     entry != "." && entry != ".." && File.directory?(entry)
   end
 end
 
+def dirs_to_test
+  if ENV.fetch("TEST_ALL_FILES", false)
+    "collections/*"
+  else
+    ENV.fetch("COLLECTION_FILES", "collections/*")
+  end
+end
+
 def collections
-  collection_dirs.map { |dir_path| File.basename(dir_path) }
+  all = collection_dirs.map { |dir_path| File.basename(dir_path) }
+  shard_collections(all)
+end
+
+def shard_collections(all_collections)
+  shard = ENV["COLLECTION_SHARD"]&.to_i
+  total_shards = ENV["COLLECTION_TOTAL_SHARDS"]&.to_i
+
+  return all_collections unless !shard.nil? && !total_shards.nil? && total_shards > 1
+
+  # Sort alphabetically for deterministic sharding
+  sorted = all_collections.sort
+  sorted.select.with_index { |_, i| i % total_shards == shard }
 end
 
 def items_for_collection(collection)
@@ -53,6 +79,81 @@ def image_paths_for_collection(collection)
   end
 end
 
+def update_collection_item(collection, old_repo_with_owner, new_repo_with_owner)
+  file = "#{collections_dir}/#{collection}/index.md"
+
+  File.open(file, "r+") do |f|
+    new_content = f.read.gsub(old_repo_with_owner, new_repo_with_owner)
+    f.rewind
+    f.write(new_content)
+    f.truncate(f.pos)
+  end
+end
+
+def remove_collection_item(collection, old_repo_with_owner)
+  file = "#{collections_dir}/#{collection}/index.md"
+
+  File.open("#{file}.tmp", "w") do |output|
+    File.open(file, "r") do |input|
+      input.each_line do |line|
+        output.write(line) unless /#{old_repo_with_owner}/i.match?(line)
+      end
+    end
+  end
+
+  FileUtils.mv "#{file}.tmp", file
+end
+
+def annotate_collection_item_error(collection, string, error_message)
+  file = "#{collections_dir}/#{collection}/index.md"
+
+  line_number = File.open(file, "r") do |f|
+    file_contents = f.readlines
+    string == "" ? 1 : file_contents.index { |line| line.include?(string) } + 1
+  end
+
+  add_message("error", "collections/#{collection}/index.md", line_number, error_message)
+end
+
 def possible_image_file_names_for_collection(collection)
   COLLECTION_IMAGE_EXTENSIONS.map { |ext| "#{collection}#{ext}" }
 end
+
+GRAPHQL_BATCH_SIZE = 100
+
+def prefetch_all_collection_items!
+  return if NewOctokit.global_prefetch_done?
+
+  repos, users = collect_all_collection_items
+  prefetch_repos!(repos)
+  prefetch_users!(users)
+
+  NewOctokit.global_prefetch_done!
+end
+
+def collect_all_collection_items
+  all_items = collections.flat_map { |c| items_for_collection(c) || [] }
+
+  repos = all_items.select { |item| item.match?(USERNAME_AND_REPO_REGEX) }.uniq
+  users = all_items
+          .select { |item| item.match?(USERNAME_REGEX) && !item.match?(USERNAME_AND_REPO_REGEX) }
+          .uniq
+
+  [repos, users]
+end
+
+def prefetch_repos!(repos)
+  repos.each_slice(GRAPHQL_BATCH_SIZE) do |batch|
+    cache_repos_exist_check!(batch)
+  end
+end
+
+def prefetch_users!(users)
+  users.each_slice(GRAPHQL_BATCH_SIZE) do |batch|
+    cache_users_exist_check!(batch)
+  end
+
+  users_not_found_from(users).each_slice(GRAPHQL_BATCH_SIZE) do |batch|
+    cache_orgs_exist_check!(batch)
+  end
+end
diff --git a/test/test_helper.rb b/test/test_helper.rb
index e580069ffc84..b7af1b1b983c 100644
--- a/test/test_helper.rb
+++ b/test/test_helper.rb
@@ -1,16 +1,52 @@
+# frozen_string_literal: true
+
 require "minitest/autorun"
 require "fastimage"
 require "uri"
 require "yaml"
 require "octokit"
+require "json"
+require "httparty"
 
 IMAGE_WIDTH = 288
 IMAGE_HEIGHT = 288
 MAX_IMAGE_FILESIZE_IN_BYTES = 75_000
+EXPLORE_FEED_URL = "https://github.github.io/explore/feed.json"
+GRAPHQL_ENDPOINT = "/graphql"
+UNSAFE_TO_SAFE_STRING_MAPPINGS = {
+  "-" => "___dash___",
+  "." => "___dot___",
+  "/" => "___slash___",
+  "0" => "___zero___",
+  "1" => "___one___",
+  "2" => "___two___",
+  "3" => "___three___",
+  "4" => "___four___",
+  "5" => "___five___",
+  "6" => "___six___",
+  "7" => "___seven___",
+  "8" => "___eight___",
+  "9" => "___nine___",
+}.freeze
+SAFE_TO_UNSAFE_STRING_MAPPINGS = {
+  "___dash___" => "-",
+  "___dot___" => ".",
+  "___slash___" => "/",
+  "___zero___" => "0",
+  "___one___" => "1",
+  "___two___" => "2",
+  "___three___" => "3",
+  "___four___" => "4",
+  "___five___" => "5",
+  "___six___" => "6",
+  "___seven___" => "7",
+  "___eight___" => "8",
+  "___nine___" => "9",
+}.freeze
 
 # See https://github.com/franklsf95/ruby-emoji-regex
 # rubocop:disable Layout/LineLength
-EMOJI_REGEX = /[\u{00A9}\u{00AE}\u{203C}\u{2049}\u{2122}\u{2139}\u{2194}-\u{2199}\u{21A9}-\u{21AA}\u{231A}-\u{231B}\u{2328}\u{23CF}\u{23E9}-\u{23F3}\u{23F8}-\u{23FA}\u{24C2}\u{25AA}-\u{25AB}\u{25B6}\u{25C0}\u{25FB}-\u{25FE}\u{2600}-\u{2604}\u{260E}\u{2611}\u{2614}-\u{2615}\u{2618}\u{261D}\u{2620}\u{2622}-\u{2623}\u{2626}\u{262A}\u{262E}-\u{262F}\u{2638}-\u{263A}\u{2640}\u{2642}\u{2648}-\u{2653}\u{2660}\u{2663}\u{2665}-\u{2666}\u{2668}\u{267B}\u{267F}\u{2692}-\u{2697}\u{2699}\u{269B}-\u{269C}\u{26A0}-\u{26A1}\u{26AA}-\u{26AB}\u{26B0}-\u{26B1}\u{26BD}-\u{26BE}\u{26C4}-\u{26C5}\u{26C8}\u{26CE}-\u{26CF}\u{26D1}\u{26D3}-\u{26D4}\u{26E9}-\u{26EA}\u{26F0}-\u{26F5}\u{26F7}-\u{26FA}\u{26FD}\u{2702}\u{2705}\u{2708}-\u{270D}\u{270F}\u{2712}\u{2714}\u{2716}\u{271D}\u{2721}\u{2728}\u{2733}-\u{2734}\u{2744}\u{2747}\u{274C}\u{274E}\u{2753}-\u{2755}\u{2757}\u{2763}-\u{2764}\u{2795}-\u{2797}\u{27A1}\u{27B0}\u{27BF}\u{2934}-\u{2935}\u{2B05}-\u{2B07}\u{2B1B}-\u{2B1C}\u{2B50}\u{2B55}\u{3030}\u{303D}\u{3297}\u{3299}\u{1F004}\u{1F0CF}\u{1F170}-\u{1F171}\u{1F17E}-\u{1F17F}\u{1F18E}\u{1F191}-\u{1F19A}\u{1F1E6}-\u{1F1FF}\u{1F201}-\u{1F202}\u{1F21A}\u{1F22F}\u{1F232}-\u{1F23A}\u{1F250}-\u{1F251}\u{1F300}-\u{1F321}\u{1F324}-\u{1F393}\u{1F396}-\u{1F397}\u{1F399}-\u{1F39B}\u{1F39E}-\u{1F3F0}\u{1F3F3}-\u{1F3F5}\u{1F3F7}-\u{1F4FD}\u{1F4FF}-\u{1F53D}\u{1F549}-\u{1F54E}\u{1F550}-\u{1F567}\u{1F56F}-\u{1F570}\u{1F573}-\u{1F57A}\u{1F587}\u{1F58A}-\u{1F58D}\u{1F590}\u{1F595}-\u{1F596}\u{1F5A4}-\u{1F5A5}\u{1F5A8}\u{1F5B1}-\u{1F5B2}\u{1F5BC}\u{1F5C2}-\u{1F5C4}\u{1F5D1}-\u{1F5D3}\u{1F5DC}-\u{1F5DE}\u{1F5E1}\u{1F5E3}\u{1F5E8}\u{1F5EF}\u{1F5F3}\u{1F5FA}-\u{1F64F}\u{1F680}-\u{1F6C5}\u{1F6CB}-\u{1F6D2}\u{1F6E0}-\u{1F6E5}\u{1F6E9}\u{1F6EB}-\u{1F6EC}\u{1F6F0}\u{1F6F3}-\u{1F6F8}\u{1F910}-\u{1F93A}\u{1F93C}-\u{1F93E}\u{1F940}-\u{1F945}\u{1F947}-\u{1F94C}\u{1F950}-\u{1F96B}\u{1F980}-\u{1F997}\u{1F9C0}\u{1F9D0}-\u{1F9E6}\u{200D}\u{20E3}\u{FE0F}\u{E0020}-\u{E007F}\u{2388}\u{2605}\u{2607}-\u{260D}\u{260F}-\u{2610}\u{2612}\u{2616}-\u{2617}\u{2619}-\u{261C}\u{261E}-\u{261F}\u{2621}\u{2624}-\u{2625}\u{2627}-\u{2629}\u{262B}-\u{262D}\u{2630}-\u{2637}\u{263B}-\u{263F}\u{2641}\u{2643}-\u{2647}\u{2654}-\u{265F}\u{2661}-\u{2662}\u{2664}\u{2667}\u{2669}-\u{267A}\u{267C}-\u{267E}\u{2680}-\u{2691}\u{2698}\u{269A}\u{269D}-\u{269F}\u{26A2}-\u{26A9}\u{26AC}-\u{26AF}\u{26B2}-\u{26BC}\u{26BF}-\u{26C3}\u{26C6}-\u{26C7}\u{26C9}-\u{26CD}\u{26D0}\u{26D2}\u{26D5}-\u{26E8}\u{26EB}-\u{26EF}\u{26F6}\u{26FB}-\u{26FC}\u{26FE}-\u{2701}\u{2703}-\u{2704}\u{270E}\u{2710}-\u{2711}\u{2765}-\u{2767}\u{1F000}-\u{1F003}\u{1F005}-\u{1F0CE}\u{1F0D0}-\u{1F0FF}\u{1F10D}-\u{1F10F}\u{1F12F}\u{1F16C}-\u{1F16F}\u{1F1AD}-\u{1F1E5}\u{1F203}-\u{1F20F}\u{1F23C}-\u{1F23F}\u{1F249}-\u{1F24F}\u{1F252}-\u{1F2FF}\u{1F322}-\u{1F323}\u{1F394}-\u{1F395}\u{1F398}\u{1F39C}-\u{1F39D}\u{1F3F1}-\u{1F3F2}\u{1F3F6}\u{1F4FE}\u{1F53E}-\u{1F548}\u{1F54F}\u{1F568}-\u{1F56E}\u{1F571}-\u{1F572}\u{1F57B}-\u{1F586}\u{1F588}-\u{1F589}\u{1F58E}-\u{1F58F}\u{1F591}-\u{1F594}\u{1F597}-\u{1F5A3}\u{1F5A6}-\u{1F5A7}\u{1F5A9}-\u{1F5B0}\u{1F5B3}-\u{1F5BB}\u{1F5BD}-\u{1F5C1}\u{1F5C5}-\u{1F5D0}\u{1F5D4}-\u{1F5DB}\u{1F5DF}-\u{1F5E0}\u{1F5E2}\u{1F5E4}-\u{1F5E7}\u{1F5E9}-\u{1F5EE}\u{1F5F0}-\u{1F5F2}\u{1F5F4}-\u{1F5F9}\u{1F6C6}-\u{1F6CA}\u{1F6D3}-\u{1F6DF}\u{1F6E6}-\u{1F6E8}\u{1F6EA}\u{1F6ED}-\u{1F6EF}\u{1F6F1}-\u{1F6F2}\u{1F6F9}-\u{1F6FF}\u{1F774}-\u{1F77F}\u{1F7D5}-\u{1F7FF}\u{1F80C}-\u{1F80F}\u{1F848}-\u{1F84F}\u{1F85A}-\u{1F85F}\u{1F888}-\u{1F88F}\u{1F8AE}-\u{1F90F}\u{1F93F}\u{1F94D}-\u{1F94F}\u{1F96C}-\u{1F97F}\u{1F998}-\u{1F9BF}\u{1F9C1}-\u{1F9CF}]/.freeze
+EMOJI_REGEX = /[\u{00A9}\u{00AE}\u{203C}\u{2049}\u{2122}\u{2139}\u{2194}-\u{2199}\u{21A9}-\u{21AA}\u{231A}-\u{231B}\u{2328}\u{23CF}\u{23E9}-\u{23F3}\u{23F8}-\u{23FA}\u{24C2}\u{25AA}-\u{25AB}\u{25B6}\u{25C0}\u{25FB}-\u{25FE}\u{2600}-\u{2604}\u{260E}\u{2611}\u{2614}-\u{2615}\u{2618}\u{261D}\u{2620}\u{2622}-\u{2623}\u{2626}\u{262A}\u{262E}-\u{262F}\u{2638}-\u{263A}\u{2640}\u{2642}\u{2648}-\u{2653}\u{2660}\u{2663}\u{2665}-\u{2666}\u{2668}\u{267B}\u{267F}\u{2692}-\u{2697}\u{2699}\u{269B}-\u{269C}\u{26A0}-\u{26A1}\u{26AA}-\u{26AB}\u{26B0}-\u{26B1}\u{26BD}-\u{26BE}\u{26C4}-\u{26C5}\u{26C8}\u{26CE}-\u{26CF}\u{26D1}\u{26D3}-\u{26D4}\u{26E9}-\u{26EA}\u{26F0}-\u{26F5}\u{26F7}-\u{26FA}\u{26FD}\u{2702}\u{2705}\u{2708}-\u{270D}\u{270F}\u{2712}\u{2714}\u{2716}\u{271D}\u{2721}\u{2728}\u{2733}-\u{2734}\u{2744}\u{2747}\u{274C}\u{274E}\u{2753}-\u{2755}\u{2757}\u{2763}-\u{2764}\u{2795}-\u{2797}\u{27A1}\u{27B0}\u{27BF}\u{2934}-\u{2935}\u{2B05}-\u{2B07}\u{2B1B}-\u{2B1C}\u{2B50}\u{2B55}\u{3030}\u{303D}\u{3297}\u{3299}\u{1F004}\u{1F0CF}\u{1F170}-\u{1F171}\u{1F17E}-\u{1F17F}\u{1F18E}\u{1F191}-\u{1F19A}\u{1F1E6}-\u{1F1FF}\u{1F201}-\u{1F202}\u{1F21A}\u{1F22F}\u{1F232}-\u{1F23A}\u{1F250}-\u{1F251}\u{1F300}-\u{1F321}\u{1F324}-\u{1F393}\u{1F396}-\u{1F397}\u{1F399}-\u{1F39B}\u{1F39E}-\u{1F3F0}\u{1F3F3}-\u{1F3F5}\u{1F3F7}-\u{1F4FD}\u{1F4FF}-\u{1F53D}\u{1F549}-\u{1F54E}\u{1F550}-\u{1F567}\u{1F56F}-\u{1F570}\u{1F573}-\u{1F57A}\u{1F587}\u{1F58A}-\u{1F58D}\u{1F590}\u{1F595}-\u{1F596}\u{1F5A4}-\u{1F5A5}\u{1F5A8}\u{1F5B1}-\u{1F5B2}\u{1F5BC}\u{1F5C2}-\u{1F5C4}\u{1F5D1}-\u{1F5D3}\u{1F5DC}-\u{1F5DE}\u{1F5E1}\u{1F5E3}\u{1F5E8}\u{1F5EF}\u{1F5F3}\u{1F5FA}-\u{1F64F}\u{1F680}-\u{1F6C5}\u{1F6CB}-\u{1F6D2}\u{1F6E0}-\u{1F6E5}\u{1F6E9}\u{1F6EB}-\u{1F6EC}\u{1F6F0}\u{1F6F3}-\u{1F6F8}\u{1F910}-\u{1F93A}\u{1F93C}-\u{1F93E}\u{1F940}-\u{1F945}\u{1F947}-\u{1F94C}\u{1F950}-\u{1F96B}\u{1F980}-\u{1F997}\u{1F9C0}\u{1F9D0}-\u{1F9E6}\u{200D}\u{20E3}\u{FE0F}\u{E0020}-\u{E007F}\u{2388}\u{2605}\u{2607}-\u{260D}\u{260F}-\u{2610}\u{2612}\u{2616}-\u{2617}\u{2619}-\u{261C}\u{261E}-\u{261F}\u{2621}\u{2624}-\u{2625}\u{2627}-\u{2629}\u{262B}-\u{262D}\u{2630}-\u{2637}\u{263B}-\u{263F}\u{2641}\u{2643}-\u{2647}\u{2654}-\u{265F}\u{2661}-\u{2662}\u{2664}\u{2667}\u{2669}-\u{267A}\u{267C}-\u{267E}\u{2680}-\u{2691}\u{2698}\u{269A}\u{269D}-\u{269F}\u{26A2}-\u{26A9}\u{26AC}-\u{26AF}\u{26B2}-\u{26BC}\u{26BF}-\u{26C3}\u{26C6}-\u{26C7}\u{26C9}-\u{26CD}\u{26D0}\u{26D2}\u{26D5}-\u{26E8}\u{26EB}-\u{26EF}\u{26F6}\u{26FB}-\u{26FC}\u{26FE}-\u{2701}\u{2703}-\u{2704}\u{270E}\u{2710}-\u{2711}\u{2765}-\u{2767}\u{1F000}-\u{1F003}\u{1F005}-\u{1F0CE}\u{1F0D0}-\u{1F0FF}\u{1F10D}-\u{1F10F}\u{1F12F}\u{1F16C}-\u{1F16F}\u{1F1AD}-\u{1F1E5}\u{1F203}-\u{1F20F}\u{1F23C}-\u{1F23F}\u{1F249}-\u{1F24F}\u{1F252}-\u{1F2FF}\u{1F322}-\u{1F323}\u{1F394}-\u{1F395}\u{1F398}\u{1F39C}-\u{1F39D}\u{1F3F1}-\u{1F3F2}\u{1F3F6}\u{1F4FE}\u{1F53E}-\u{1F548}\u{1F54F}\u{1F568}-\u{1F56E}\u{1F571}-\u{1F572}\u{1F57B}-\u{1F586}\u{1F588}-\u{1F589}\u{1F58E}-\u{1F58F}\u{1F591}-\u{1F594}\u{1F597}-\u{1F5A3}\u{1F5A6}-\u{1F5A7}\u{1F5A9}-\u{1F5B0}\u{1F5B3}-\u{1F5BB}\u{1F5BD}-\u{1F5C1}\u{1F5C5}-\u{1F5D0}\u{1F5D4}-\u{1F5DB}\u{1F5DF}-\u{1F5E0}\u{1F5E2}\u{1F5E4}-\u{1F5E7}\u{1F5E9}-\u{1F5EE}\u{1F5F0}-\u{1F5F2}\u{1F5F4}-\u{1F5F9}\u{1F6C6}-\u{1F6CA}\u{1F6D3}-\u{1F6DF}\u{1F6E6}-\u{1F6E8}\u{1F6EA}\u{1F6ED}-\u{1F6EF}\u{1F6F1}-\u{1F6F2}\u{1F6F9}-\u{1F6FF}\u{1F774}-\u{1F77F}\u{1F7D5}-\u{1F7FF}\u{1F80C}-\u{1F80F}\u{1F848}-\u{1F84F}\u{1F85A}-\u{1F85F}\u{1F888}-\u{1F88F}\u{1F8AE}-\u{1F90F}\u{1F93F}\u{1F94D}-\u{1F94F}\u{1F96C}-\u{1F97F}\u{1F998}-\u{1F9BF}\u{1F9C1}-\u{1F9CF}]/
 # rubocop:enable Layout/LineLength
 
 MAX_BODY_LENGTH = 2_000
@@ -20,6 +56,10 @@ class NewOctokit < Octokit::Client
 
   @@repos = {} unless defined? @@repos
   @@users = {} unless defined? @@users
+  @@repo_request_count = 0 unless defined? @@repo_request_count
+  @@user_request_count = 0 unless defined? @@user_request_count
+  @@messages = [] unless defined? @@messages
+  @@global_prefetch_done = false unless defined? @@global_prefetch_done
 
   def repos
     @@repos
@@ -29,15 +69,35 @@ def users
     @@users
   end
 
-  def repository?(item)
-    repos.fetch(item, super)
+  def messages
+    @@messages
+  end
+
+  def repo_request_count
+    @@repo_request_count
+  end
+
+  def user_request_count
+    @@user_request_count
+  end
+
+  def repository(item)
+    return repos[item] if repos.key?(item)
+
+    @@repo_request_count += 1
+    repos[item] = super
   rescue Octokit::TooManyRequests
     repos[:skip_requests] = true
     repos[item] = true
+  rescue Octokit::NotFound
+    repos[item] = nil
   end
 
   def user(item)
-    users.fetch(item, super)
+    return users[item] if users.key?(item)
+
+    @@user_request_count += 1
+    users[item] = super
   rescue Octokit::TooManyRequests
     users[:skip_requests] = true
     users[item] = true
@@ -51,11 +111,122 @@ def self.users_skipped?
     @@users[:skip_requests] ? true : false
   end
 
+  def self.repo_request_count
+    @@repo_request_count
+  end
+
+  def self.user_request_count
+    @@user_request_count
+  end
+
+  def self.messages
+    @@messages
+  end
+
+  def self.global_prefetch_done?
+    @@global_prefetch_done
+  end
+
+  def self.global_prefetch_done!
+    @@global_prefetch_done = true
+  end
+
   # rubocop:enable Style/ClassVars
 end
 
 def client
-  @client ||= NewOctokit.new(access_token: ENV["GITHUB_TOKEN"])
+  @client ||= NewOctokit.new(access_token: ENV.fetch("GITHUB_TOKEN"))
+end
+
+def graphql_query(query)
+  jsonified_query = { query: }.to_json
+  client.post(GRAPHQL_ENDPOINT, jsonified_query).data
+end
+
+def cache_users_exist_check!(user_logins)
+  results = graphql_query(graphql_query_string_for_user_logins(user_logins))
+  return unless results
+
+  results.each do |login, result|
+    converted_back_login = convert_from_query_safe_to_real(login)
+    client.users[converted_back_login] = result
+  end
+end
+
+def cache_orgs_exist_check!(user_logins)
+  results = graphql_query(graphql_query_string_for_org_logins(user_logins))
+  return unless results
+
+  results.each do |login, result|
+    converted_back_login = convert_from_query_safe_to_real(login)
+    client.users[converted_back_login] = result
+  end
+end
+
+def cache_repos_exist_check!(repos)
+  results = graphql_query(graphql_query_string_for_repos(repos))
+  return unless results
+
+  results.each do |repo, result|
+    converted_back_repo_and_name = convert_from_query_safe_to_real(repo)
+    client.repos[converted_back_repo_and_name] = result
+  end
+end
+
+def users_not_found_from(logins)
+  logins.select { |login| client.users[login].nil? }
+end
+
+def graphql_query_string_for_user_logins(logins)
+  query_parts = logins.map do |login|
+    key = convert_from_real_to_query_safe(login)
+    "#{key}: user(login: \"#{login}\") { login }"
+  end
+
+  [
+    "query {",
+    query_parts.join(" "),
+    "}",
+  ].join(" ")
+end
+
+def graphql_query_string_for_org_logins(logins)
+  query_parts = logins.map do |login|
+    key = convert_from_real_to_query_safe(login)
+    "#{key}: organization(login: \"#{login}\") { login }"
+  end
+
+  [
+    "query {",
+    query_parts.join(" "),
+    "}",
+  ].join(" ")
+end
+
+def graphql_query_string_for_repos(repos)
+  query_parts = repos.map do |repo|
+    key = convert_from_real_to_query_safe(repo)
+    owner, name = repo.split("/")
+    "#{key}: repository(owner: \"#{owner}\", name: \"#{name}\") { full_name: nameWithOwner }"
+  end
+
+  [
+    "query {",
+    query_parts.join(" "),
+    "}",
+  ].join(" ")
+end
+
+def existing_explore_feed
+  @existing_explore_feed ||= JSON.parse(HTTParty.get(EXPLORE_FEED_URL).body)
+end
+
+def existing_collection(name)
+  @_existing_collections ||= {}
+
+  @_existing_collections[name] ||= existing_explore_feed["collections"].find do |collection|
+    collection["name"] == name
+  end
 end
 
 def valid_uri_scheme?(scheme)
@@ -88,7 +259,127 @@ def body_for(dir, name)
   parts[2]
 end
 
-MiniTest.after_run do
+def convert_from_real_to_query_safe(string)
+  duplicate = string.dup.to_s
+
+  UNSAFE_TO_SAFE_STRING_MAPPINGS.keys.each_with_object(duplicate) do |key, new_string|
+    new_string.gsub(key, UNSAFE_TO_SAFE_STRING_MAPPINGS[key])
+  end
+end
+
+def convert_from_query_safe_to_real(string)
+  duplicate = string.dup.to_s
+
+  SAFE_TO_UNSAFE_STRING_MAPPINGS.keys.each_with_object(duplicate) do |key, new_string|
+    new_string.gsub(key, SAFE_TO_UNSAFE_STRING_MAPPINGS[key])
+  end
+end
+
+def add_message(type, file, line_number, message)
+  client.messages << "::#{type} file=#{file},line=#{line_number}::#{message}"
+end
+
+CACHE_FILE = File.expand_path("../.api-cache.json", __dir__)
+CACHE_TTL_SECONDS = 24 * 60 * 60 # 24 hours
+
+# rubocop:disable Metrics/AbcSize, Metrics/CyclomaticComplexity, Metrics/MethodLength, Metrics/PerceivedComplexity
+def load_api_cache!
+  return unless File.exist?(CACHE_FILE)
+
+  data = JSON.parse(File.read(CACHE_FILE))
+  now = Time.now.to_i
+  ttl = CACHE_TTL_SECONDS
+
+  data["repos"]&.each do |key, entry|
+    cached_at = entry["cached_at"]
+    next unless cached_at
+    next if now - cached_at.to_i > ttl
+
+    result = entry["value"]
+    # Reconstruct a minimal object that responds to .full_name
+    cached = if result.nil?
+               nil
+             else
+               next unless result["full_name"]
+
+               Struct.new(:full_name).new(result["full_name"])
+             end
+    NewOctokit.class_variable_get(:@@repos)[key] = cached
+  end
+
+  data["users"]&.each do |key, entry|
+    cached_at = entry["cached_at"]
+    next unless cached_at
+    next if now - cached_at.to_i > ttl
+
+    result = entry["value"]
+    cached = if result.nil?
+               nil
+             else
+               next unless result["login"]
+
+               Struct.new(:login).new(result["login"])
+             end
+    NewOctokit.class_variable_get(:@@users)[key] = cached
+  end
+rescue StandardError => error
+  warn "Failed to load API cache: #{error.message}"
+end
+# rubocop:enable Metrics/AbcSize, Metrics/CyclomaticComplexity, Metrics/MethodLength, Metrics/PerceivedComplexity
+
+# rubocop:disable Metrics/AbcSize, Metrics/CyclomaticComplexity, Metrics/MethodLength, Metrics/PerceivedComplexity
+def save_api_cache!
+  now = Time.now.to_i
+  repos_data = {}
+  users_data = {}
+
+  NewOctokit.class_variable_get(:@@repos).each do |key, value|
+    next if key == :skip_requests
+    next if value == true
+
+    repos_data[key.to_s] = {
+      "cached_at" => now,
+      "value" => if value.nil?
+                   nil
+                 else
+                   { "full_name" => value.respond_to?(:full_name) ? value.full_name : value.to_s }
+                 end,
+    }
+  end
+
+  NewOctokit.class_variable_get(:@@users).each do |key, value|
+    next if key == :skip_requests
+    next if value == true
+
+    users_data[key.to_s] = {
+      "cached_at" => now,
+      "value" => if value.nil?
+                   nil
+                 else
+                   { "login" => value.respond_to?(:login) ? value.login : value.to_s }
+                 end,
+    }
+  end
+
+  File.write(CACHE_FILE, JSON.pretty_generate({ "repos" => repos_data, "users" => users_data }))
+rescue StandardError => error
+  warn "Failed to save API cache: #{error.message}"
+end
+# rubocop:enable Metrics/AbcSize, Metrics/CyclomaticComplexity, Metrics/MethodLength, Metrics/PerceivedComplexity
+
+# Load cached API results at startup
+load_api_cache!
+
+Minitest.after_run do
   warn "Repo checks were rate limited during this CI run" if NewOctokit.repos_skipped?
   warn "User checks were rate limited during this CI run" if NewOctokit.users_skipped?
+  warn "Repo api was called #{NewOctokit.repo_request_count} times!"
+  warn "User api was called #{NewOctokit.user_request_count} times!"
+
+  NewOctokit.messages.each do |message|
+    puts message
+  end
+
+  # Persist cache for next CI run
+  save_api_cache!
 end
diff --git a/test/topics_test.rb b/test/topics_test.rb
index dd2d9b92606f..fd7ea440e960 100644
--- a/test/topics_test.rb
+++ b/test/topics_test.rb
@@ -258,9 +258,13 @@
           lines = File.readlines(path)
 
           refute lines.empty?
-          assert_equal "---\n", lines[0], "expected file to start with Jekyll front matter ---"
+          assert_includes ["---\n", "---\r", "---\r\n"], lines[0],
+                          "expected file to start with Jekyll front matter ---"
 
-          end_index = lines.slice(1..-1).index("---\n")
+          all_lines = lines.slice(1..-1)
+          end_index = all_lines.index("---\n") ||
+                      all_lines.index("---\r") ||
+                      all_lines.index("---\r\n")
           assert end_index, "expected Jekyll front matter to end with ---"
         end
       end
@@ -291,15 +295,39 @@
       it "has a valid short_description" do
         metadata = metadata_for(topics_dir, topic) || {}
 
-        if metadata["short_description"]
-          valid_range = 1...MAX_SHORT_DESCRIPTION_LENGTH
-          current_length = metadata["short_description"].length
+        if (short_description = metadata["short_description"])
+          valid_range = 1..MAX_SHORT_DESCRIPTION_LENGTH
+          current_length = short_description.length
           assert valid_range.cover?(current_length),
                  "must have a short_description no more than #{MAX_SHORT_DESCRIPTION_LENGTH} " \
                  "characters (currently #{current_length})"
         end
       end
 
+      it "has a valid display_name" do
+        metadata = metadata_for(topics_dir, topic) || {}
+
+        if (display_name = metadata["display_name"])
+          valid_range = 1..MAX_DISPLAY_NAME_LENGTH
+          current_length = display_name.length
+          assert valid_range.cover?(current_length),
+                 "must have a display_name no more than #{MAX_DISPLAY_NAME_LENGTH} " \
+                 "characters (currently #{current_length})"
+        end
+      end
+
+      it "has a valid created_by" do
+        metadata = metadata_for(topics_dir, topic) || {}
+
+        if (created_by = metadata["created_by"])
+          valid_range = 1..MAX_CREATED_BY_LENGTH
+          current_length = created_by.length
+          assert valid_range.cover?(current_length),
+                 "must have a created_by no more than #{MAX_CREATED_BY_LENGTH} " \
+                 "characters (currently #{current_length})"
+        end
+      end
+
       it "follows the Topic Page Style Guide" do
         text = body_for(topics_dir, topic)
         metadata = metadata_for(topics_dir, topic)
diff --git a/test/topics_test_helper.rb b/test/topics_test_helper.rb
index 4de158c16ec9..fc03528a16be 100644
--- a/test/topics_test_helper.rb
+++ b/test/topics_test_helper.rb
@@ -14,9 +14,13 @@
 
 MAX_RELATED_TOPIC_COUNT = 10
 
+MAX_DISPLAY_NAME_LENGTH = 50
+
 MAX_SHORT_DESCRIPTION_LENGTH = 130
 
-TOPIC_REGEX = /\A[a-z0-9][a-z0-9-]*\Z/.freeze
+MAX_CREATED_BY_LENGTH = 100
+
+TOPIC_REGEX = /\A[a-z0-9][a-z0-9-]*\Z/
 
 def invalid_topic_message(topic)
   "'#{topic}' must be between 1-#{MAX_TOPIC_LENGTH} characters, start with a letter or number, " \
@@ -38,11 +42,24 @@ def topics_dir
 end
 
 def topic_dirs
-  Dir["#{topics_dir}/*"].select do |entry|
+  topic_directories = dirs_to_test.split(" ").map do |file|
+    directory = file.split("/")[1]
+    [topics_dir, directory].join("/")
+  end
+
+  Dir[*topic_directories].select do |entry|
     entry != "." && entry != ".." && File.directory?(entry)
   end
 end
 
+def dirs_to_test
+  if ENV.fetch("TEST_ALL_FILES", false)
+    "topics/*"
+  else
+    ENV.fetch("TOPIC_FILES", "topics/*")
+  end
+end
+
 def topics
   topic_dirs.map { |dir_path| File.basename(dir_path) }
 end
diff --git a/topics-todo.md b/topics-todo.md
deleted file mode 100644
index 2220156c94f5..000000000000
--- a/topics-todo.md
+++ /dev/null
@@ -1,94 +0,0 @@
-# Popular topics that lack context
-
-This is a list of the most-used topics on GitHub that don't yet have a curated topic page. If you're familiar with one or more of these topics, make a pull request! For information on how to curate a new topic page, check out our [contributing guide](https://github.com/github/explore/blob/master/CONTRIBUTING.md).
-
-Information included in this repository will appear on each topic's respective page, helping others on GitHub better understand the topic and, by extension, what repositories tagged with that topic are about.
-
-- [x] [android-library](https://github.com/topics/android-library/)
-- [x] [angular-cli](https://github.com/topics/angular-cli/)
-- [x] [animation](https://github.com/topics/animation/)
-- [x] [ansible-role](https://github.com/topics/ansible-role/)
-- [ ] [app](https://github.com/topics/app/)
-- [ ] [argo-floats](https://github.com/topics/argo-floats/)
-- [x] [authentication](https://github.com/topics/authentication/)
-- [ ] [automation](https://github.com/topics/automation/)
-- [x] [boilerplate](https://github.com/topics/boilerplate/)
-- [ ] [canvas](https://github.com/topics/canvas/)
-- [x] [chatbot](https://github.com/topics/chatbot/)
-- [ ] [client](https://github.com/topics/client/)
-- [x] [command-line](https://github.com/topics/command-line/)
-- [ ] [configuration](https://github.com/topics/configuration/)
-- [ ] [crawler](https://github.com/topics/crawler/)
-- [ ] [cryptography](https://github.com/topics/cryptography/)
-- [ ] [data-analysis](https://github.com/topics/data-analysis/)
-- [x] [data-science](https://github.com/topics/data-science/)
-- [ ] [data](https://github.com/topics/data/)
-- [ ] [demo](https://github.com/topics/demo/)
-- [x] [devops](https://github.com/topics/devops/)
-- [x] [docker-compose](https://github.com/topics/docker-compose/)
-- [x] [docker-image](https://github.com/topics/docker-image/)
-- [ ] [dockerfile](https://github.com/topics/dockerfile/)
-- [ ] [education](https://github.com/topics/education/)
-- [x] [elasticsearch](https://github.com/topics/elasticsearch/)
-- [ ] [example](https://github.com/topics/example/)
-- [ ] [functional-programming](https://github.com/topics/functional-programming/)
-- [x] [game-development](https://github.com/topics/game-development/)
-- [ ] [generator](https://github.com/topics/generator/)
-- [x] [gui](https://github.com/topics/gui/)
-- [ ] [image](https://github.com/topics/image/)
-- [x] [iot](https://github.com/topics/iot/)
-- [x] [keras](https://github.com/topics/keras/)
-- [ ] [logging](https://github.com/topics/logging/)
-- [x] [microservice](https://github.com/topics/microservice/)
-- [x] [mvc](https://github.com/topics/mvc/)
-- [ ] [network](https://github.com/topics/network/)
-- [ ] [parser](https://github.com/topics/parser/)
-- [x] [personal-website](https://github.com/topics/personal-website/)
-- [x] [portfolio](https://github.com/topics/portfolio/)
-- [ ] [project](https://github.com/topics/project/)
-- [x] [react-router](https://github.com/topics/react-router/)
-- [ ] [script](https://github.com/topics/script/)
-- [x] [sdk](https://github.com/topics/sdk/)
-- [ ] [simulation](https://github.com/topics/simulation/)
-- [x] [socket-io](https://github.com/topics/socket-io/)
-- [x] [spark](https://github.com/topics/spark/)
-- [ ] [spring-mvc](https://github.com/topics/spring-mvc/)
-- [x] [spring](https://github.com/topics/spring/)
-- [x] [statistics](https://github.com/topics/statistics/)
-- [x] [telegram-bot](https://github.com/topics/telegram-bot/)
-- [ ] [test](https://github.com/topics/test/)
-- [ ] [tool](https://github.com/topics/tool/)
-- [ ] [tutorial](https://github.com/topics/tutorial/)
-- [x] [ui](https://github.com/topics/ui/)
-- [ ] [utility](https://github.com/topics/utility/)
-- [x] [video](https://github.com/topics/video/)
-- [x] [web](https://github.com/topics/web/)
-- [x] [website](https://github.com/topics/website/)
-- [x] [ai](https://github.com/topics/ai/)
-- [x] [ajax](https://github.com/topics/ajax/)
-- [x] [artificial-intelligence](https://github.com/topics/artificial-intelligence/)
-- [x] [bioinformatics](https://github.com/topics/bioinformatics/)
-- [x] [blockchain](https://github.com/topics/blockchain/)
-- [x] [chrome](https://github.com/topics/chrome/)
-- [x] [compiler](https://github.com/topics/compiler/)
-- [x] [composer](https://github.com/topics/composer/)
-- [x] [computer-vision](https://github.com/topics/computer-vision/)
-- [x] [discord](https://github.com/topics/discord/)
-- [x] [dot-net](https://github.com/topics/dot-net/)
-- [x] [ethereum](https://github.com/topics/ethereum/)
-- [x] [image-processing](https://github.com/topics/image-processing/)
-- [x] [javafx](https://github.com/topics/javafx/)
-- [x] [lua](https://github.com/topics/lua/)
-- [x] [maven](https://github.com/topics/maven/)
-- [x] [monitoring](https://github.com/topics/monitoring/)
-- [x] [neural-network](https://github.com/topics/neural-network/)
-- [x] [objective-c](https://github.com/topics/objective-c/)
-- [x] [opencv](https://github.com/topics/opencv/)
-- [x] [opengl](https://github.com/topics/opengl/)
-- [x] [robotics](https://github.com/topics/robotics/)
-- [x] [sql](https://github.com/topics/sql/)
-- [x] [terminal](https://github.com/topics/terminal/)
-- [x] [webapp](https://github.com/topics/webapp/)
-- [x] [winforms](https://github.com/topics/winforms/)
-- [x] [wpf](https://github.com/topics/wpf/)
-- [x] [xml](https://github.com/topics/xml/)
diff --git a/topics/3d/index.md b/topics/3d/index.md
index d99b05fd2557..3ee410071b2b 100644
--- a/topics/3d/index.md
+++ b/topics/3d/index.md
@@ -1,9 +1,9 @@
 ---
-aliases: 3d-printing, 3d-graphics, 3d-models
+aliases: 3d-printing, 3d-graphics, 3d-modeling, 3d-animation, 3d-cad, 3d-rendering, 3d-models
 display_name: 3D
-short_description: 3D modeling is the process of virtually developing the surface
-  and structure of a 3D object.
+short_description: 3D refers to the use of three-dimensional graphics, modeling, and animation in various industries.
+related: graphics, animation, modeling, cad, printing, computer-graphics, product-design, video-games
 topic: 3d
-wikipedia_url: https://en.wikipedia.org/wiki/3D_modeling
+wikipedia_url: https://en.wikipedia.org/wiki/3D_computer_graphics
 ---
-3D modeling uses specialized software to create a digital model of a physical object. It is an aspect of 3D computer graphics, used for video games, 3D printing, and VR, among other applications.
+3D technology is used in a wide range of fields, including film, video games, architecture, engineering, and product design. It allows designers to create digital models of objects that can be manipulated and rendered in three dimensions. 3D modeling software is used to create and manipulate 3D models, and 3D animation software is used to create movement and effects within those models. 3D technology has also been adopted for use in 3D printing, where physical objects can be created from digital models.
diff --git a/topics/3ds-homebrew/3ds-homebrew.png b/topics/3ds-homebrew/3ds-homebrew.png
new file mode 100644
index 000000000000..8c564c267a73
Binary files /dev/null and b/topics/3ds-homebrew/3ds-homebrew.png differ
diff --git a/topics/3ds-homebrew/index.md b/topics/3ds-homebrew/index.md
new file mode 100644
index 000000000000..16212359c470
--- /dev/null
+++ b/topics/3ds-homebrew/index.md
@@ -0,0 +1,12 @@
+---
+aliases: nintendo-3ds-homebrew, 3ds-custom-firmware
+created_by: Nintendo
+display_name: Nintendo 3DS Homebrew
+short_description: 3DS Homebrew is the task of producing and running custom code for the Nintendo 3DS system.
+related: custom-firmware, nintendo-3ds
+released: 2011
+topic: 3ds-homebrew
+logo: 3ds-homebrew.png
+wikipedia_url: https://en.wikipedia.org/wiki/Homebrew_(video_games)#3DS
+---
+Homebrew, when applied to video games, refers to games produced by hobbyists for proprietary video game consoles which are not intended to be user-programmable. 3DS Homebrew specifically refers to producing and running custom code on the Nintendo 3DS system. This may include custom firmware, emulators, and other applications not authorized by Nintendo.
diff --git a/topics/4d-component/index.md b/topics/4d-component/index.md
index 67b5621e86e5..8602b09766b7 100644
--- a/topics/4d-component/index.md
+++ b/topics/4d-component/index.md
@@ -4,8 +4,8 @@ display_name: 4D Components
 short_description: 4D components are sets of 4D methods, classes and forms that add new functionalities to 4D applications.
 topic: 4d-component
 logo: 4d-component.png
+related: 4d
 url: https://www.4d.com/
 wikipedia_url: https://en.wikipedia.org/wiki/4th_Dimension_(software)
 ---
-
-4D components are sets of 4D methods, classes and forms that represent one or more functionalities. They can be installed in different 4D applications to extend their capabilities.
\ No newline at end of file
+4D components are sets of 4D methods, classes, and forms that add new functionalities to 4D applications. They can be installed in different 4D applications to extend their capabilities and allow developers to build more powerful and feature-rich applications. 4D components are an essential part of the 4D software development ecosystem, providing developers with the tools and resources they need to create high-quality, efficient, and reliable 4D applications. Whether you are a seasoned 4D developer or just getting started, 4D components can help you build better applications and bring your ideas to life.
\ No newline at end of file
diff --git a/topics/4x/index.md b/topics/4x/index.md
index f6bf3f7b173a..f38fe5efd9ac 100644
--- a/topics/4x/index.md
+++ b/topics/4x/index.md
@@ -1,9 +1,9 @@
 ---
-display_name: 4x
+aliases: 4x-game, xxxx
+display_name: 4X
 topic: 4x
-aliases: 4x-game, xxxx, 
-related: command-and-conquer, real-time-strategy
-short_description: A genre of video game.
+related: command-and-conquer, real-time-strategy, strategy
+short_description: A genre of video game where players control an empire and "explore, expand, exploit, and exterminate".
 wikipedia_url: https://en.wikipedia.org/wiki/4X
 ---
-4X is a genre of strategy-based games, where players control an empire and "explore, expand, exploit, and exterminate".
\ No newline at end of file
+4X is a genre of video game that focuses on strategic decision-making and long-term planning. Players control an empire and must "explore, expand, exploit, and exterminate" in order to succeed. 4X games are known for their depth and complexity, with players needing to manage resources, research technologies, build armies, and make diplomatic decisions in order to progress. Some popular examples of 4X games include the "Civilization" series and "Europa Universalis". Whether you are a seasoned strategy gamer or just getting started, 4X games offer a rich and rewarding gaming experience.
diff --git a/topics/5g/5g.png b/topics/5g/5g.png
new file mode 100644
index 000000000000..cbf841f8bd1e
Binary files /dev/null and b/topics/5g/5g.png differ
diff --git a/topics/5g/index.md b/topics/5g/index.md
new file mode 100644
index 000000000000..95c5b53c0cdf
--- /dev/null
+++ b/topics/5g/index.md
@@ -0,0 +1,11 @@
+---
+aliases: 5gc, 5g-nr
+created_by: 3GPP
+display_name: 5G
+logo: 5g.png
+related: sdn
+short_description: 5G is a cellular network technology.
+topic: 5g
+wikipedia_url: https://en.wikipedia.org/wiki/5G
+---
+5G is a cellular network technology standardized by the 3rd Generation Partnership Project (3GPP). The 5G architecture consists of two parts: the Next-Generation Radio Access Network (NG-RAN) and the 5G Core Network (5GC). The 5GC is a service-oriented software-defined system composed of modular network functions. The Radio Access Technology (RAT) used by the NG-RAN is called 5G New Radio (5G NR).
diff --git a/topics/abap/abap.png b/topics/abap/abap.png
new file mode 100644
index 000000000000..677dd1b105f3
Binary files /dev/null and b/topics/abap/abap.png differ
diff --git a/topics/abap/index.md b/topics/abap/index.md
new file mode 100644
index 000000000000..0922ce53d78d
--- /dev/null
+++ b/topics/abap/index.md
@@ -0,0 +1,13 @@
+---
+created_by: SAP SE
+display_name: ABAP
+github_url: https://github.com/sap
+logo: abap.png
+related: language, sap, enterprise-resource-planning
+released: 1983
+short_description: ABAP is a high-level programming language for enterprise resource planning systems developed by SAP.
+topic: abap
+url: https://community.sap.com/topics/abap
+wikipedia_url: https://en.wikipedia.org/wiki/ABAP
+---
+ABAP (Advanced Business Application Programming, originally Allgemeiner Berichts-Aufbereitungs-Prozessor) is a high-level programming language developed by SAP SE for enterprise resource planning (ERP) systems. It is used to create custom business applications for the SAP platform. ABAP has a long history, with the first version released in 1983. Today, it is used by thousands of organizations around the world to build and customize their SAP systems. If you are a developer working with SAP, or are interested in learning more about ABAP and its capabilities, this topic is a great resource.
diff --git a/topics/abap2ui5/abap2ui5.png b/topics/abap2ui5/abap2ui5.png
new file mode 100644
index 000000000000..5f1308cbd879
Binary files /dev/null and b/topics/abap2ui5/abap2ui5.png differ
diff --git a/topics/abap2ui5/index.md b/topics/abap2ui5/index.md
new file mode 100644
index 000000000000..2e4117eb632a
--- /dev/null
+++ b/topics/abap2ui5/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Oblomov Dev
+display_name: abap2UI5
+github_url: https://github.com/abap2ui5/abap2ui5
+logo: abap2ui5.png
+related: abap, open-source, sapui5, openui5
+released: January 22, 2023
+short_description: Developing UI5 Apps Purely in ABAP.
+topic: abap2ui5
+url: https://abap2UI5.org/
+---
+abap2UI5 is a framework for developing UI5 apps purely in ABAP — no need for JavaScript, OData, or RAP! It is designed for both cloud and on-premise environments, offering a lightweight and easy-to-install solution that works across all ABAP systems, from NetWeaver 7.02 to ABAP Cloud.
+
diff --git a/topics/abapgit/abapgit.png b/topics/abapgit/abapgit.png
new file mode 100644
index 000000000000..09e702eb57c5
Binary files /dev/null and b/topics/abapgit/abapgit.png differ
diff --git a/topics/abapgit/index.md b/topics/abapgit/index.md
new file mode 100644
index 000000000000..8c0e198637b9
--- /dev/null
+++ b/topics/abapgit/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Lars Hvam
+display_name: abapGit
+github_url: https://github.com/abapGit/abapGit
+logo: abapgit.png
+related: git, abap, version-control, source-code-management
+released: July 17, 2014
+short_description: abapGit is an open source Git client for ABAP, maintained and built by the community.
+topic: abapgit
+url: https://abapgit.org/
+---
+abapGit is a Git client for ABAP, the programming language used by the SAP software platform. It allows ABAP developers to easily version control their projects and collaborate with their team using Git. abapGit is open source and maintained by the community. It is the go-to tool for publishing ABAP projects on GitHub. If you are an ABAP developer looking to improve your workflow and collaborate with your team, give abapGit a try.
diff --git a/topics/action-adventure/index.md b/topics/action-adventure/index.md
index 97ea36c40714..95fc2cac9334 100644
--- a/topics/action-adventure/index.md
+++ b/topics/action-adventure/index.md
@@ -2,8 +2,8 @@
 display_name: action-adventure
 topic: action-adventure
 aliases: action-adventure-game
-related: action-game, adventure-game
-short_description: A genre of video game.
+related: action-game, adventure-game, platformer, metroidvania, hack-and-slash, rpg, stealth-game, puzzle-game, open-world
+short_description: A genre of video game that combines core elements from both the action game and adventure game genres.
 wikipedia_url: https://en.wikipedia.org/wiki/Action-adventure_game
 ---
-A video game genre that combines core elements from both the action game and adventure game genres.
\ No newline at end of file
+Action-adventure games are a genre of video games that combine elements from both the action game and adventure game genres. They typically feature a mix of combat, exploration, and puzzle-solving, often set in an open world or a nonlinear environment. Examples of popular action-adventure games include The Legend of Zelda, Uncharted, and Tomb Raider.
diff --git a/topics/action-game/index.md b/topics/action-game/index.md
index 8ebbc0bea3b9..da8ba2f5a17e 100644
--- a/topics/action-game/index.md
+++ b/topics/action-game/index.md
@@ -1,8 +1,9 @@
 ---
-display_name: action-game
+display_name: Action Game
 topic: action-game
-related: action-adventure-game
-short_description: A genre of video game.
+related: action-adventure-game, platformer, first-person-shooter, hack-and-slash, fighting-game
+released: 1970
+short_description: A genre of video game that emphasizes fast-paced gameplay and physical challenges.
 wikipedia_url: https://en.wikipedia.org/wiki/Action_game
 ---
-A video game genre that emphasizes physical challenges, including hand–eye coordination and reaction-time.
\ No newline at end of file
+Action games are a genre of video game that focus on fast-paced gameplay and physical challenges. They often involve quick reflexes and hand-eye coordination, as well as problem-solving and strategy. Examples of action games include platformers, first-person shooters, hack-and-slash games, and fighting games. The action game genre has been around since the early 1970s and continues to be a popular and diverse category in the gaming industry.
diff --git a/topics/action-role-playing/index.md b/topics/action-role-playing/index.md
index d746c14dceac..2da3a5134fab 100644
--- a/topics/action-role-playing/index.md
+++ b/topics/action-role-playing/index.md
@@ -1,9 +1,9 @@
 ---
-display_name: action-role-playing
+display_name: Action-role-playing
 topic: action-role-playing
-aliases: arpg, action-role-playing-game
-related: action-game, role-playing-game
-short_description: A genre of video game.
+aliases: arpg, action-rpg
+related: action-game, role-playing-game, rpg, hack-and-slash, dungeon-crawl, mmorpg
+short_description: A genre of video game that combines elements of action games with role-playing games.
 wikipedia_url: https://en.wikipedia.org/wiki/Action_role-playing_game
 ---
-A subgenre of role-playing video games emphasizing real-time combat, where the player has direct control over the characters as opposed to turn or menu-based combat.
\ No newline at end of file
+Action-role-playing games (ARPGs) are a subgenre of role-playing video games that emphasize real-time combat, where the player has direct control over the characters as opposed to turn or menu-based combat. This genre combines elements of action games with role-playing games, allowing the player to level up their character and acquire new abilities and items as they progress through the game. ARPGs often feature hack-and-slash gameplay and may also include elements of dungeon-crawl and MMORPGs.
diff --git a/topics/actions/index.md b/topics/actions/index.md
index 1aba814bdf2b..1264a6809dff 100644
--- a/topics/actions/index.md
+++ b/topics/actions/index.md
@@ -4,7 +4,7 @@ created_by: GitHub
 display_name: Actions
 github_url: https://github.com/actions
 logo: actions.png
-related: docker,ci
+related: docker, ci
 released: October 16, 2018
 short_description: GitHub Actions is a platform for developer workflow orchestration and automation.
 topic: actions
diff --git a/topics/actionscript/actionscript.png b/topics/actionscript/actionscript.png
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diff --git a/topics/actionscript/index.md b/topics/actionscript/index.md
new file mode 100644
index 000000000000..d0de5dcde682
--- /dev/null
+++ b/topics/actionscript/index.md
@@ -0,0 +1,12 @@
+---
+display_name: ActionScript
+topic: actionscript
+created_by: Gary Grossman
+logo: actionscript.png
+related: flash, adobe-flash, flash-player, adobe-air, air, as3, as2 
+released: 1998
+short_description: A object-oriented programming language used in Flash Player applications.
+wikipedia_url: https://en.wikipedia.org/wiki/ActionScript
+---
+
+ActionScript is an object-oriented programming language created by Adobe. It is a implementation of ECMAScript used primarily in Flash Player applications. 
diff --git a/topics/activitypub/index.md b/topics/activitypub/index.md
index c07774beb321..f955db6bfbf7 100644
--- a/topics/activitypub/index.md
+++ b/topics/activitypub/index.md
@@ -2,10 +2,10 @@
 display_name: ActivityPub
 github_url: https://github.com/w3c/activitypub
 logo: activitypub.png
-related: api, decentralized, federated, protocol, social-network, w3c
+related: api, decentralized, federated, protocol, social-network, w3c, federation, mastodon, lemmy, json-ld
 short_description: ActivityPub is an open, decentralized social networking protocol.
 topic: activitypub
 url: https://activitypub.rocks/
 wikipedia_url: https://en.wikipedia.org/wiki/ActivityPub
 ---
-ActivityPub is a decentralized social networking protocol standardized by the World Wide Web Consortium (W3C). It includes both an API for social networking clients and an API for server-server federation.
+**ActivityPub** is a decentralized social networking protocol standardized by the World Wide Web Consortium (W3C). It includes both an API for social networking clients and an API for server-server federation.
diff --git a/topics/adobe-acrobat/adobe-acrobat.png b/topics/adobe-acrobat/adobe-acrobat.png
new file mode 100644
index 000000000000..f48a4d0814c7
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diff --git a/topics/adobe-acrobat/index.md b/topics/adobe-acrobat/index.md
new file mode 100644
index 000000000000..e2d48ee417ed
--- /dev/null
+++ b/topics/adobe-acrobat/index.md
@@ -0,0 +1,15 @@
+---
+aliases: adobe-acrobat-dc, adobe-acrobat-reader
+display_name: Adobe Acrobat
+logo: adobe-acrobat.png
+related: pdf-reader, pdf, pdf-editor, adobe, document-management, digital-signatures
+short_description: Adobe Acrobat is a software suite used for creating, viewing, and editing PDF documents.
+topic: adobe-acrobat
+url: https://www.adobe.com/acrobat
+wikipedia_url: https://en.wikipedia.org/wiki/Adobe_Acrobat
+---
+Adobe Acrobat is a software suite used for creating, viewing, and editing PDF (Portable Document Format) documents. It is developed and maintained by Adobe Systems and is available for Windows and macOS.
+
+One of the main functions of Adobe Acrobat is to allow users to create and edit PDF documents. This includes features such as adding text, images, and links to a PDF, as well as the ability to fill out and submit PDF forms. Adobe Acrobat also includes tools for organizing and managing PDF documents, such as the ability to merge multiple PDFs into a single document and add digital signatures.
+
+In addition to its editing and management capabilities, Adobe Acrobat also includes a PDF reader, allowing users to view PDFs on their computers without the need for additional software.
\ No newline at end of file
diff --git a/topics/adoptium/adoptium.png b/topics/adoptium/adoptium.png
new file mode 100644
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diff --git a/topics/adoptium/index.md b/topics/adoptium/index.md
new file mode 100644
index 000000000000..805c4490d420
--- /dev/null
+++ b/topics/adoptium/index.md
@@ -0,0 +1,16 @@
+---
+aliases: adoptopenjdk, temurin, aqavit
+created_by: Eclipse Foundation
+display_name: Adoptium
+github_url: https://github.com/adoptium/
+logo: adoptium.png
+related: java, openjdk
+released: March 2021
+short_description: Community build of OpenJDK.
+topic: adoptium
+url: https://adoptium.net
+wikipedia_url: https://en.wikipedia.org/wiki/Adoptium
+---
+Eclipse Adoptium is the successor of AdoptOpenJDK.
+
+The main goal of Adoptium is to promote and support free and open source high-quality runtimes and associated technology for use across the Java ecosystem. To do so the Adoptium Working Group (WG) builds and provides OpenJDK based binaries under the Eclipse Temurin project. In addition to Temurin the WG creates an open test suite for OpenJDK based binaries as part of the Eclipse AQAvit project.
diff --git a/topics/advent-of-code/index.md b/topics/advent-of-code/index.md
index d85152a45187..29fa3c606efb 100644
--- a/topics/advent-of-code/index.md
+++ b/topics/advent-of-code/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: aoc, adventofcode, advent-of-code-2015, aoc-2015, advent-of-code-2016, aoc-2016, advent-of-code-2017, aoc-2017, advent-of-code-2018, aoc-2018, advent-of-code-2019, aoc-2019, advent-of-code-2020, aoc-2020, advent-of-code-2021, aoc-2021
+aliases: aoc, adventofcode, advent-of-code-2015, aoc-2015, advent-of-code-2016, aoc-2016, advent-of-code-2017, aoc-2017, advent-of-code-2018, aoc-2018, advent-of-code-2019, aoc-2019, advent-of-code-2020, aoc-2020, advent-of-code-2021, aoc-2021, advent-of-code-2022, aoc-2022, advent-of-code-2023, aoc-2023, advent-of-code-2024, aoc-2024, advent-of-code-2025, aoc-2025
 created_by: Eric Wastl
 display_name: Advent of Code
 released: December 2015
diff --git a/topics/adventurex2025/adventurex2025.png b/topics/adventurex2025/adventurex2025.png
new file mode 100644
index 000000000000..99db3107a92d
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diff --git a/topics/adventurex2025/index.md b/topics/adventurex2025/index.md
new file mode 100644
index 000000000000..d3668860ca4c
--- /dev/null
+++ b/topics/adventurex2025/index.md
@@ -0,0 +1,12 @@
+---
+aliases: adventure-x
+created_by: Ryan Zhu & AdventureX Teams
+display_name: AdventureX 2025
+logo: adventurex2025.png
+released: July 23, 2025
+related: adventurex2024
+short_description: AdventureX 2025 is China's largest hackathon.
+topic: adventurex2025
+url: https://adventure-x.org/en
+---
+AdventureX 2025 is China's largest hackathon, taking place in Hangzhou from July 23 to 27. This 72-hour innovation challenge for young developers offers free entry, encourages tech for good, and promotes open source development. Let's once again lose sleep for creation, embrace the uncertain 72 hours. Not just another competition, but a stage for young changemakers, where projects address social issues and technology redefines what's possible - a miracle machine for the youth.
\ No newline at end of file
diff --git a/topics/adversarial-attacks/index.md b/topics/adversarial-attacks/index.md
new file mode 100644
index 000000000000..eeccc6937c24
--- /dev/null
+++ b/topics/adversarial-attacks/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Adversarial attacks
+short_description: Adversarial attacks craft perturbed inputs to mislead machine learning models into producing incorrect outputs.
+topic: adversarial-attacks
+wikipedia_url: https://en.wikipedia.org/wiki/Adversarial_machine_learning
+---
+Adversarial attacks are techniques that craft intentionally perturbed inputs to mislead machine learning models into producing incorrect outputs. They are central to research in AI robustness, security, and trustworthiness.
diff --git a/topics/agent-harness/index.md b/topics/agent-harness/index.md
new file mode 100644
index 000000000000..26b802f52941
--- /dev/null
+++ b/topics/agent-harness/index.md
@@ -0,0 +1,8 @@
+---
+aliases: agent-harnesses
+display_name: Agent Harness
+related: ai-agents, coding-agents, autonomous-agents, agent-framework, mcp
+short_description: Agent harnesses provide the runtime scaffolding that helps AI agents act reliably.
+topic: agent-harness
+---
+Agent harnesses are the runtime scaffolding around AI agents. They usually combine context delivery, tool interfaces, planning state, memory, sandboxes, permissions, evaluation, and observability so agents can complete longer tasks reliably. Agent harnesses are especially common in coding agents, research agents, and multi-agent workflows where repeatability, safety, and traceability matter.
diff --git a/topics/agenticsfoundation/agenticsfoundation.png b/topics/agenticsfoundation/agenticsfoundation.png
new file mode 100644
index 000000000000..89ebed8dfccd
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diff --git a/topics/agenticsfoundation/index.md b/topics/agenticsfoundation/index.md
new file mode 100644
index 000000000000..4cef27fb2e07
--- /dev/null
+++ b/topics/agenticsfoundation/index.md
@@ -0,0 +1,13 @@
+---
+aliases: agentics-foundation
+display_name: Agentics Foundation
+logo: agenticsfoundation.png
+short_description: Open source autonomous AI systems capable of independent reasoning, decision-making, and multi-agent collaboration.
+topic: agenticsfoundation
+related: artificial-intelligence, machine-learning, autonomous-agents, llm, ai-agents, multi-agent-systems
+---
+The Agentics Foundation is a not-for-profit organization dedicated to advancing autonomous AI through open source development, education, and community collaboration. Agentic AI represents the next frontier in artificial intelligence—systems that go beyond pattern recognition to perform independent reasoning, adapt to new situations, make decisions autonomously, and collaborate with humans and other agents. These capabilities enable AI to move from reactive tools to proactive partners that can understand context, set goals, and take action.
+
+The foundation emphasizes hands-on skill development, practical educational toolkits, and collaborative resource creation grounded in open source values and responsible AI deployment. With a global community of over 100,000 members across platforms, developers and researchers are working together on projects spanning autonomous AI agents, multi-agent orchestration, agentic engineering patterns, and real-world deployment strategies. The foundation's approach combines technical rigor with accessibility, making cutting-edge AI innovation available to developers at all skill levels.
+
+Projects under the Agentics Foundation umbrella focus on building transparent, auditable, and ethically-deployed autonomous systems. This includes frameworks for agent communication protocols, tools for orchestrating complex multi-agent workflows, educational resources for learning agentic design patterns, and safety mechanisms for responsible AI deployment. Whether you're building your first autonomous agent or architecting enterprise-scale multi-agent systems, the Agentics Foundation provides the resources, community support, and open source tools to help you succeed in shaping the future of agentic AI.
\ No newline at end of file
diff --git a/topics/agile/index.md b/topics/agile/index.md
new file mode 100644
index 000000000000..53714565cfe8
--- /dev/null
+++ b/topics/agile/index.md
@@ -0,0 +1,26 @@
+---
+topic: agile
+aliases: agile-development, agile-software-development
+display_name: Agile
+short_description: Agile is a software development methology, popularized in the 2001 Manifesto for Agile Software Development.
+related: kanban, scrum, kanboard, project-management, agile-testing, okr, extreme-programming, feature-driven-development, tdd, waterfall-model
+url: https://agilemanifesto.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Agile_software_development
+released: 2001
+created_by: Kent Beck, Ward Cunningham, Dave Thomas, Jeff Sutherland, Ken Schwaber, Jim Highsmith
+---
+**Agile** is a software development methology. Popularized in the 2001 Manifesto for Agile Software Development, these values and principles were derived from and underpin a broad range of software development frameworks, including Scrum and Kanban.
+
+The following 12 Principles are based on the Agile Manifesto:
+1. Our highest priority is to satisfy the customer through the early and continuous delivery of valuable software.
+2. Welcome changing requirements, even late in development. Agile processes harness change for the customer’s competitive advantage.
+3. Deliver working software frequently, from a couple of weeks to a couple of months, with a preference to the shorter timescale.
+4. Business people and developers must work together daily throughout the project.
+5. Build projects around motivated individuals. Give them the environment and support they need, and trust them to get the job done.
+6. The most efficient and effective method of conveying information to and within a development team is face-to-face conversation.
+7. Working software is the primary measure of progress.
+8. Agile processes promote sustainable development. The sponsors, developers, and users should be able to maintain a constant pace indefinitely.
+9. Continuous attention to technical excellence and good design enhances agility.
+10. Simplicity–the art of maximizing the amount of work not done–is essential.
+11. The best architectures, requirements, and designs emerge from self-organizing teams.
+12. At regular intervals, the team reflects on how to become more effective, then tunes and adjusts its behavior accordingly.
diff --git a/topics/ai-agent/index.md b/topics/ai-agent/index.md
new file mode 100644
index 000000000000..1d5490004f2a
--- /dev/null
+++ b/topics/ai-agent/index.md
@@ -0,0 +1,11 @@
+---
+aliases: ai-agents, ai-autonomous-agent
+display_name: AI Agent
+short_description: Autonomous software systems that use foundation models to reason, plan, and take actions.
+topic: ai-agent
+related: agent-harness, llm, chatbot, machine-learning, mcp
+---
+
+An **AI agent** is a software system that autonomously perceives its environment, makes decisions, and takes actions to achieve goals — typically powered by large language models (LLMs). Unlike simple chatbots, AI agents can use tools, access external data, execute code, browse the web, and manage multi-step workflows without continuous human guidance.
+
+AI agents range from coding assistants that edit files and run tests (Claude Code, Gemini CLI, Cursor) to browser automation systems (browser-use), computer-use agents (CUA), workflow builders (Activepieces), and multi-agent teams (CrewAI, deer-flow). The ecosystem includes memory layers (mem0), frontend toolkits (CopilotKit), sandboxed execution environments (E2B, Daytona), and full productivity platforms (Cherry Studio, LobeHub).
diff --git a/topics/ai-for-science/index.md b/topics/ai-for-science/index.md
new file mode 100644
index 000000000000..84bccaa59778
--- /dev/null
+++ b/topics/ai-for-science/index.md
@@ -0,0 +1,10 @@
+---
+aliases: ai4science, ml-for-science, artificial-intelligence-for-science
+display_name: AI for science
+related: machine-learning, deep-learning, simulation, bioinformatics, chemistry, physics, data-science, ai
+short_description: AI for science applies machine learning and artificial intelligence to accelerate scientific discovery across disciplines.
+topic: ai-for-science
+---
+AI for science is the application of machine learning and artificial intelligence methods to accelerate research and discovery across scientific domains. It encompasses work in protein structure prediction, climate modeling, drug discovery, materials design, and particle physics, among others.
+
+Rather than replacing traditional scientific methods, AI for science augments them by learning patterns from experimental and simulation data to generate hypotheses, design experiments, and build fast surrogate models. Landmark examples include AlphaFold for protein structure prediction, GraphCast for weather forecasting, and FermiNet for quantum chemistry.
diff --git a/topics/ai-marketing/index.md b/topics/ai-marketing/index.md
new file mode 100644
index 000000000000..b9b6f3e9ac07
--- /dev/null
+++ b/topics/ai-marketing/index.md
@@ -0,0 +1,9 @@
+---
+aliases: marketing-ai, ai-in-marketing, ai-for-marketing, marketing-with-ai
+display_name: AI marketing
+short_description: AI marketing uses artificial intelligence concepts and models to achieve marketing goals.
+topic: ai-marketing
+related: marketing-automation, machine-learning, ai-agents, natural-language-processing, seo, content-generation, digital-marketing, llm, generative-ai
+wikipedia_url: https://en.wikipedia.org/wiki/Marketing_and_artificial_intelligence
+---
+AI marketing is a form of marketing that uses artificial intelligence concepts and models such as machine learning, natural language processing, and computer vision to achieve marketing goals. It automates decision-making processes across marketing functions including research, content creation, search optimization, advertising, and campaign management. The field is evolving from AI-assisted tools toward autonomous AI agents that can research, decide, and execute across marketing workflows.
diff --git a/topics/airprint/airprint.png b/topics/airprint/airprint.png
new file mode 100644
index 000000000000..5c93e9075bb4
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diff --git a/topics/airprint/index.md b/topics/airprint/index.md
new file mode 100644
index 000000000000..7ddc4bd3ef39
--- /dev/null
+++ b/topics/airprint/index.md
@@ -0,0 +1,8 @@
+---
+display_name: AirPrint
+short_description: AirPrint is an Apple technology that helps you create full-quality printed output without the need to download or install drivers.
+topic: airprint
+wikipedia_url: https://en.wikipedia.org/wiki/AirPrint
+logo: airprint.png
+---
+With AirPrint, it’s easy to deliver photo and document printing in your iOS apps and macOS apps without the need to download or install drivers. AirPrint is built into most popular printer models and offers a complete set of features, including full-quality output, automatic media selection, and enterprise-class finishing options.
\ No newline at end of file
diff --git a/topics/ajax/index.md b/topics/ajax/index.md
index 67fdfcd7a839..949700756c58 100644
--- a/topics/ajax/index.md
+++ b/topics/ajax/index.md
@@ -6,5 +6,5 @@ related: json, html, xml, javascript
 wikipedia_url: https://en.wikipedia.org/wiki/Ajax_(programming)
 logo: ajax.png
 ---
-Ajax stands for asynchronous JavaScript and XML. It is collection of several web technologies including HTML, CSS, JSON, XML, and JavaScript. It is used for creating dynamic web pages in which small parts of web page change without reloading the page.
+Ajax stands for asynchronous JavaScript and XML. It is collection of several web technologies including HTML, CSS, JSON, XML, and JavaScript. It is used for creating dynamic web pages in which small parts of web page change without reloading the page. Additionally, Ajax is fundamental for front-end developers in creating Single Page Applications (SPAs) where content updates seamlessly.
 
diff --git a/topics/algolia/algolia.png b/topics/algolia/algolia.png
index 821dbc8b1e2b..1125b7c0c5b8 100644
Binary files a/topics/algolia/algolia.png and b/topics/algolia/algolia.png differ
diff --git a/topics/algolia/index.md b/topics/algolia/index.md
index a7be26cb05e8..575791773032 100644
--- a/topics/algolia/index.md
+++ b/topics/algolia/index.md
@@ -6,9 +6,13 @@ display_name: Algolia
 github_url: https://github.com/algolia/
 logo: algolia.png
 released: October 23, 2012
-short_description: Algolia is a hosted search API for web and mobile applications.
+short_description: Algolia is a tool for developing search engines, it offers an API for flexible and scalable search in web and mobile applications.
 topic: algolia
 url: https://www.algolia.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Algolia
 ---
-Algolia is a hosted API for building search into web and mobile applications, with typo-tolerance, fully configurable relevance, and other tools for making great search experiences.
+Algolia is Open source tools for building search. You can install the search engine on your own servers, using the open source version, or instead use its scalable, flexible, cloud-hosted solution in PaaS/SaaS format.
+
+Its algorithm and architecture allows a very fast search for relevant information, according to configurable parameters, even when actually storing terabytes of information. It is fully scalable, allowing for virtually unlimited growth.
+
+Algolia is a hosted API for building search into web and mobile applications, with typo-tolerance, fully configurable relevance, and other tools for making great search experiences.
\ No newline at end of file
diff --git a/topics/algorithm/index.md b/topics/algorithm/index.md
index b6990afa82c9..0a8643e1463c 100644
--- a/topics/algorithm/index.md
+++ b/topics/algorithm/index.md
@@ -6,4 +6,4 @@ short_description: Algorithms are self-contained sequences that carry out a vari
 topic: algorithm
 wikipedia_url: https://en.wikipedia.org/wiki/Algorithm
 ---
-Algorithms are detailed sets of guidelines created for a computer program to complete tasks efficiently and thoroughly.
+Algorithms are detailed sets of guidelines created for a computer program to complete tasks efficiently and thoroughly. Algorithms in computer programming are employed to solve complex problems. Various cutting-edge technologies including artificial intelligence (AI) and machine learning (ML), operate based on simple or complex algorithms.
diff --git a/topics/alloy-analyzer/alloy-analyzer.png b/topics/alloy-analyzer/alloy-analyzer.png
new file mode 100644
index 000000000000..2b999fe0865e
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diff --git a/topics/alloy-analyzer/index.md b/topics/alloy-analyzer/index.md
new file mode 100644
index 000000000000..cab7e05916c5
--- /dev/null
+++ b/topics/alloy-analyzer/index.md
@@ -0,0 +1,16 @@
+---
+aliases: alloy
+display_name: Alloy Analyzer
+short_description: Alloy is an open source language and analyzer for software modeling.
+github_url: https://github.com/AlloyTools
+logo: alloy-analyzer.png
+topic: alloy-analyzer
+url: http://alloytools.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Alloy_(specification_language)
+---
+In computer science and software engineering, Alloy is a declarative
+specification language for expressing complex structural constraints and
+behavior in a software system. Alloy provides a simple structural modeling tool
+based on first-order logic. Alloy is targeted at the creation of micro-models
+that can then be automatically checked for correctness. Alloy specifications
+can be checked using the Alloy Analyzer.
diff --git a/topics/alternate-reality-game/index.md b/topics/alternate-reality-game/index.md
index 753975ee9265..fb8b220eb5a2 100644
--- a/topics/alternate-reality-game/index.md
+++ b/topics/alternate-reality-game/index.md
@@ -1,5 +1,5 @@
 ---
-display_name: alternate-reality-game
+display_name: Alternate reality game
 topic: alternate-reality-game
 aliases: alternate-reality, arg
 related: virtual-reality
diff --git a/topics/altv/altv.png b/topics/altv/altv.png
new file mode 100644
index 000000000000..14fd717502c3
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diff --git a/topics/altv/index.md b/topics/altv/index.md
new file mode 100644
index 000000000000..a7f0d5a548f7
--- /dev/null
+++ b/topics/altv/index.md
@@ -0,0 +1,9 @@
+---
+aliases: altvmp 
+display_name: alt:V
+logo: altv.png
+short_description: A free alternative multiplayer platform for GTA:V.
+topic: altv
+url: https://altv.mp
+---
+A free alternative multiplayer client for GTA:V. Our client provides perfect synchronization on custom dedicated servers. Play with your friends and make your own gamemodes with JS, C# and much more.
diff --git a/topics/android/android.png b/topics/android/android.png
index 5d2e9c692f8a..826d7119b5b8 100644
Binary files a/topics/android/android.png and b/topics/android/android.png differ
diff --git a/topics/angular/angular.png b/topics/angular/angular.png
old mode 100644
new mode 100755
index 222993326397..6c74a7e1335a
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diff --git a/topics/angular/index.md b/topics/angular/index.md
index 44462d988b95..8f3e19da5f22 100644
--- a/topics/angular/index.md
+++ b/topics/angular/index.md
@@ -8,7 +8,7 @@ related: vue, react
 released: September 14, 2016
 short_description: Angular is an open source web application platform.
 topic: angular
-url: https://angular.io/
-wikipedia_url: https://en.wikipedia.org/wiki/Angular_(application_platform)
+url: https://angular.dev/
+wikipedia_url: https://en.wikipedia.org/wiki/Angular_(web_framework)
 ---
 Released in 2016, Angular is a rewrite of AngularJS. It focuses on good mobile development, modularity, and improved dependency injection. Angular is designed to comprehensively address a developer's web application workflow.
diff --git a/topics/anime/index.md b/topics/anime/index.md
new file mode 100644
index 000000000000..e51e670b6740
--- /dev/null
+++ b/topics/anime/index.md
@@ -0,0 +1,8 @@
+---
+aliases: animes
+display_name: Anime
+short_description: Anime is hand-drawen & computer-generated animation produced in Japan.
+topic: anime
+wikipedia_url: https://en.wikipedia.org/wiki/Anime
+---
+Anime (Japanese: アニメ, IPA: [aɲime] (listen)) is hand-drawn and computer-generated animation often originating from Japan.
diff --git a/topics/anyland/anyland.png b/topics/anyland/anyland.png
new file mode 100644
index 000000000000..01660ca1946a
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diff --git a/topics/anyland/index.md b/topics/anyland/index.md
new file mode 100644
index 000000000000..b303b5e5ff9f
--- /dev/null
+++ b/topics/anyland/index.md
@@ -0,0 +1,11 @@
+---
+topic: anyland
+display_name: "Anyland"
+aliases: anyland-vr
+related: unity
+short_description: Anyland is a VR game made by Scott Lowe and Philipp Lenssen.
+released: October 6, 2016
+logo: anyland.png
+url: https://anyland.com/
+---
+Anyland was an online virtual world that allowed you to create objects, explore worlds, and interact with other users.
diff --git a/topics/api/index.md b/topics/api/index.md
index 55100476b617..962264663120 100644
--- a/topics/api/index.md
+++ b/topics/api/index.md
@@ -5,5 +5,6 @@ short_description: An API (Application Programming Interface) is a collection of
   and subroutines for building software.
 topic: api
 wikipedia_url: https://en.wikipedia.org/wiki/Application_programming_interface
+related: rest-api, graphql-api, soap, rpc, wsdl
 ---
-An API can be thought of as an instruction manual for communication between multiple software apparatuses. For example, an API may be used for database communication between web applications. By extracting the implementation and relinquishing data into objects, an API simplifies programming.
+An **API** can be thought of as an instruction manual for communication between multiple software apparatuses. For example, an API may be used for database communication between web applications. By extracting the implementation and relinquishing data into objects, an API simplifies programming.
diff --git a/topics/apollo-server/apollo-server.png b/topics/apollo-server/apollo-server.png
new file mode 100644
index 000000000000..0bda82adfed9
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diff --git a/topics/apollo-server/index.md b/topics/apollo-server/index.md
new file mode 100644
index 000000000000..04a50ec96ff0
--- /dev/null
+++ b/topics/apollo-server/index.md
@@ -0,0 +1,12 @@
+---
+display_name: apollo-server
+github_url: https://github.com/apollographql/apollo-server
+logo: apollo-server.png
+related: graphql, api, graphql-server, apollo
+released: August 15, 2025
+short_description: apollo-server is a Node.js library that allows you to quickly build a GraphQL API server to handle structured client requests.
+topic: apollo-server
+url: https://www.apollographql.com/
+---
+
+Spec-compliant and production ready JavaScript GraphQL server that lets you develop in a schema-first way. Built for Express, Connect, Hapi, Koa, and more.
diff --git a/topics/app/index.md b/topics/app/index.md
new file mode 100644
index 000000000000..f869d167db22
--- /dev/null
+++ b/topics/app/index.md
@@ -0,0 +1,9 @@
+---
+display_name: App
+short_description: The term "app" usually refers to applications for mobile devices such as phones.
+topic: app
+wikipedia_url: https://en.wikipedia.org/wiki/Application_software
+---
+An application program (software application, or application, or app for short) is a computer program designed to carry out a specific task other than one relating to the operation of the computer itself, typically to be used by end-users. Word processors, media players, and accounting software are examples. The collective noun "application software" refers to all applications collectively. The other principal classifications of software are system software, relating to the operation of the computer, and utility software ("utilities"). Applications may be bundled with the computer and its system software or published separately and may be coded as proprietary, open source, or projects.
+
+The term "app" usually refers to applications for mobile devices such as phones.
diff --git a/topics/apple-music/apple-music.png b/topics/apple-music/apple-music.png
new file mode 100644
index 000000000000..3cbec7a53d57
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diff --git a/topics/apple-music/index.md b/topics/apple-music/index.md
new file mode 100644
index 000000000000..2a1b99acc34e
--- /dev/null
+++ b/topics/apple-music/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Apple
+display_name: Apple Music
+logo: apple-music.png
+related: apple, apple-music-api
+short_description: Apple Music is a music streaming service developed by Apple.
+released: June 30, 2015
+url: https://www.apple.com/apple-music/
+topic: apple-music
+wikipedia_url: https://en.wikipedia.org/wiki/Apple_Music
+---
+Apple Music is a music streaming service developed by Apple. Subscribers of the service can stream over 90 million songs to their device on demand. The service offers curated playlists by music experts, recommendations tailored to a users music preference, and live 24-hour radio stations. Apple Music is accessible across a range of devices, including those not produced by Apple.
\ No newline at end of file
diff --git a/topics/appwrite/appwrite.png b/topics/appwrite/appwrite.png
index 8e8e728578c3..40bd9b392d4a 100644
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diff --git a/topics/appwrite/index.md b/topics/appwrite/index.md
index 1efe847151fc..6f7cc857645b 100644
--- a/topics/appwrite/index.md
+++ b/topics/appwrite/index.md
@@ -3,13 +3,13 @@ aliases: appwrite-io, appwriteio
 display_name: Appwrite
 github_url: https://github.com/appwrite/appwrite
 logo: appwrite.png
-related: vue, react, flutter, docker, backend, api, serverless, self-hosted, firebase
+related: vue, react, flutter, docker, backend, api, serverless, self-hosted, firebase, cloud
 released: September 3, 2019
-short_description: Appwrite is an end-to-end backend server for web, mobile, or native applications.
+short_description: Appwrite is an open-source, developer infrastructure platform for building web, mobile, and AI apps.
 topic: appwrite
 url: https://appwrite.io/
 ---
 
-Appwrite is an end-to-end backend server for web, mobile or native applications packaged as a set of Docker microservices.
+Appwrite is an end-to-end platform for building web, mobile, native, or backend apps, packaged as a set of Docker microservices. It includes both a backend server and a fully integrated hosting solution for deploying static and server-side rendered frontends.
 
-Appwrite abstracts the complexity and repetitiveness required to build a modern backend API from scratch and allows you to build secure apps faster.
\ No newline at end of file
+Appwrite abstracts the complexity and repetitiveness required to build modern apps from scratch and allows you to build secure, full-stack applications faster.
\ No newline at end of file
diff --git a/topics/archlinux/index.md b/topics/archlinux/index.md
index b0339f823d1d..751e3a5649d6 100644
--- a/topics/archlinux/index.md
+++ b/topics/archlinux/index.md
@@ -11,4 +11,5 @@ topic: archlinux
 url: https://www.archlinux.org
 wikipedia_url: https://en.wikipedia.org/wiki/Arch_Linux
 ---
-Arch Linux is a Linux distribution for computers based on x86-64 architectures. Arch Linux is composed of free, open source and nonfree software, and supports community involvement.
+
+Arch Linux is a lightweight and flexible Linux distribution that aims to keep things simple. It is based on x86-64 architectures and is composed of both free and nonfree software. Arch Linux encourages community involvement and supports a rolling release model, which means that users receive updates to the software as soon as they are released, rather than waiting for a new version of the distribution to be released. Arch Linux also has a powerful package management system, which allows users to easily install, update, and remove software packages. Additionally, Arch Linux is highly customizable, allowing users to tailor their system to their specific needs and preferences.
diff --git a/topics/arduino/index.md b/topics/arduino/index.md
index 97ef2be0f7b3..ad65708d547b 100644
--- a/topics/arduino/index.md
+++ b/topics/arduino/index.md
@@ -1,13 +1,14 @@
 ---
-created_by: Massimo Banzi
+created_by: Massimo Banzi, David Cuartielles, Tom Igoe, Gianluca Martino
 display_name: Arduino
-github_url: https://github.com/arduino/
+github_url: https://github.com/arduino
 logo: arduino.png
-released: '2003'
-short_description: Arduino is an open source hardware and software company and maker
-  community.
+related: electronics, microcontroller, raspberry-pi
+released: March 21, 2005
+short_description: Arduino is an open source platform for building electronic devices.
 topic: arduino
 url: https://www.arduino.cc/
 wikipedia_url: https://en.wikipedia.org/wiki/Arduino
 ---
-Arduino is an open source hardware and software company and maker community. Arduino started in the early 2000s. Popular with electronic makers, Arduino offers a lot of flexibility through an open source system.
+
+Arduino is an open source platform that allows users to easily build and program electronic devices using a variety of hardware and software tools. It is popular among hobbyists, educators, and professionals for its versatility and ease of use. With a variety of available microcontrollers, sensors, actuators, and other components, Arduino enables users to create a wide range of projects, from simple circuits to complex systems. Whether you are just getting started with electronics or have experience building projects, Arduino has something to offer for everyone.
diff --git a/topics/arturo/arturo.png b/topics/arturo/arturo.png
new file mode 100644
index 000000000000..813c4dfc41e2
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diff --git a/topics/arturo/index.md b/topics/arturo/index.md
new file mode 100644
index 000000000000..16504f4d8333
--- /dev/null
+++ b/topics/arturo/index.md
@@ -0,0 +1,13 @@
+---
+aliases: arturo-lang, arturolang, arturo-language
+created_by: Yanis Zafirópulos
+display_name: Arturo
+github_url: https://github.com/arturo-lang/arturo
+logo: arturo.png
+related: language, rebol, red, python, ruby
+released: '2019'
+short_description: Arturo is a modern, general-purpose scripting language designed for simplicity & flexibility.
+topic: arturo
+url: https://arturo-lang.io
+---
+Arturo was designed with the intent of having a language that is flexible, easy to use even by beginners, yet powerful, easily portable, and with a solid batteries-included library. Its syntax shares many common elements with that of Rebol and is, thus, equally suitable for Domain-Specific Language (DSL) design as well.
\ No newline at end of file
diff --git a/topics/astro/astro.png b/topics/astro/astro.png
new file mode 100644
index 000000000000..fa1418140eab
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diff --git a/topics/astro/index.md b/topics/astro/index.md
new file mode 100644
index 000000000000..f11ca71c1a9e
--- /dev/null
+++ b/topics/astro/index.md
@@ -0,0 +1,12 @@
+---
+aliases: astro-build
+created_by: Fred Schott and Nate Moore 
+display_name: Astro
+github_url: https://github.com/withastro/astro
+logo: astro.png
+released: August 09, 2022
+short_description: Astro is a web framework for building fast, content-focused websites. Performance powered by Astro's next-gen island architecture.
+topic: astro
+url: https://astro.build/
+---
+Astro is a static site builder that delivers lightning-fast performance with a modern developer experience. 100% Static HTML, No JS: Astro renders your entire page to static HTML, removing all JavaScript from your final build by default.
diff --git a/topics/astronomy/index.md b/topics/astronomy/index.md
new file mode 100644
index 000000000000..72e752e126da
--- /dev/null
+++ b/topics/astronomy/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Astronomy
+related: astrophysics, physics
+short_description: Astronomy is the study of celestial objects and phenomena.
+topic: astronomy
+wikipedia_url: https://en.wikipedia.org/wiki/Astronomy
+---
+
+Astronomy is an academic discipline and major branch of science that deals with the study of matter, objects, and phenomena in [outer space](https://en.wikipedia.org/wiki/Outer_space) and the Universe. Subfields include astrophysics, planetary science, astrobiology, and astrochemistry.
diff --git a/topics/astrophysics/index.md b/topics/astrophysics/index.md
new file mode 100644
index 000000000000..be72c9156908
--- /dev/null
+++ b/topics/astrophysics/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Astrophysics
+short_description: Astrophysics is the study of the physics of astronomical objects and processes.
+topic: astrophysics
+related: astronomy, physics, cosmology
+wikipedia_url: https://en.wikipedia.org/wiki/Astrophysics
+---
+
+Astrophysics is the scientific discipline that deals with the physics of objects, phenomena, and processes in [outer space](https://en.wikipedia.org/wiki/Outer_space), including (but not limited to) stars, galaxies, compact objects, and the formation of the Universe.
diff --git a/topics/async-await/index.md b/topics/async-await/index.md
new file mode 100644
index 000000000000..b3dde55a2d65
--- /dev/null
+++ b/topics/async-await/index.md
@@ -0,0 +1,9 @@
+---
+topic: async-await
+display_name: async/await
+short_description: async/await allows an asynchronous, non-blocking function to be structured in a way similar to an ordinary synchronous function.
+related: callback, coroutines, async, promise, future, actor-model, continuation-passing-style, concurrent-computing
+released: 2007
+wikipedia_url: https://en.wikipedia.org/wiki/Async/await
+---
+In computer programming, the **async/await** pattern is a syntactic feature of many programming languages that allows an asynchronous, non-blocking function to be structured in a way similar to an ordinary synchronous function, and is primarily intended to provide opportunities for the program to execute other code while waiting for a long-running, asynchronous task to complete, usually represented by promises or similar data structures.
diff --git a/topics/asyncapi/asyncapi.png b/topics/asyncapi/asyncapi.png
new file mode 100644
index 000000000000..ad835a8e2887
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diff --git a/topics/asyncapi/index.md b/topics/asyncapi/index.md
new file mode 100644
index 000000000000..ef2961e29ffe
--- /dev/null
+++ b/topics/asyncapi/index.md
@@ -0,0 +1,15 @@
+---
+topic: asyncapi
+logo: asyncapi.png
+aliases: aas, async-api, asyncapi-specification, async-api-specification, asyncapi-spec, async-api-spec
+display_name: AsyncAPI Specification
+short_description: The AsyncAPI Specification is a specification for describing, producing, consuming, and visualizing event-driven services.
+related: json-schema, eda, event-driven, event-driven-architecture, avro, openapi
+created_by: AsyncAPI Initiative, Fran Méndez
+released: September 20, 2017
+url: https://www.asyncapi.com
+github_url: https://github.com/asyncapi/spec
+---
+The **AsyncAPI Specification** (**AAS**), is a specification for a programming language-agnostic, machine-readable interface definition language for describing, producing, consuming, and visualizing event-driven services. 
+
+AsyncAPI documents describe API services and are represented in YAML or JSON formats.
\ No newline at end of file
diff --git a/topics/atproto/atproto.png b/topics/atproto/atproto.png
new file mode 100644
index 000000000000..5b982576796f
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diff --git a/topics/atproto/index.md b/topics/atproto/index.md
new file mode 100644
index 000000000000..83d1bab95e72
--- /dev/null
+++ b/topics/atproto/index.md
@@ -0,0 +1,12 @@
+---
+display_name: AT Protocol
+github_url: https://github.com/bluesky-social/atproto
+logo: atproto.png
+related: decentralized, protocol, social-network, atprotocol, bluesky, bluesky-api, bluesky-bot, bluesky-clients, bluesky-social
+short_description: The AT Protocol is a protocol and open standard for decentralized social networking services.
+topic: atproto
+url: https://atproto.com/
+wikipedia_url: https://en.wikipedia.org/wiki/AT_Protocol
+---
+
+The **AT Protocol** (Authenticated Transfer Protocol, pronounced "at-protocol" and commonly shortened to ATProto) is a protocol and open standard for decentralized social networking services.
\ No newline at end of file
diff --git a/topics/authorization/index.md b/topics/authorization/index.md
new file mode 100644
index 000000000000..eb3f93bcc821
--- /dev/null
+++ b/topics/authorization/index.md
@@ -0,0 +1,8 @@
+---
+aliases: authz
+topic: authorization
+display_name: Authorization
+short_description: Authorization is the act of deciding whether a subject has permission to perform an action on a resource.
+wikipedia_url: https://en.wikipedia.org/wiki/Authorization
+---
+Authorization is the process of granting or denying permissions based on rules. This should not be confused with authentication, which is the act of verifying someone's identitiy.
diff --git a/topics/autohotkey/autohotkey.png b/topics/autohotkey/autohotkey.png
new file mode 100644
index 000000000000..7cae45f06728
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diff --git a/topics/autohotkey/index.md b/topics/autohotkey/index.md
new file mode 100644
index 000000000000..2d228b806240
--- /dev/null
+++ b/topics/autohotkey/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Autohotkey
+short_description: autohotkey is custom script for macro-commands creation.
+aliases: auto-hotkey, ahk-script, autohotkeys
+topic: autohotkey
+related: hotkey, macro, script
+logo: autohotkey.png
+github_url: https://github.com/AutoHotkey/AutoHotkey
+---
+The autohotkey is a custom script created by Autohotkey group for macro-commands creation, launched in 2003.
diff --git a/topics/automation/index.md b/topics/automation/index.md
new file mode 100644
index 000000000000..1adbe4a66444
--- /dev/null
+++ b/topics/automation/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Automation
+short_description: The technique of making an apparatus, a process, or a system operate automatically.
+topic: automation
+wikipedia_url: https://en.wikipedia.org/wiki/Automation
+---
+Automation describes a wide range of technologies that reduce human intervention in processes, namely by predetermining decision criteria, subprocess relationships, and related actions, as well as embodying those predeterminations in machines. Automation has been achieved by various means including mechanical, hydraulic, pneumatic, electrical, electronic devices, and computers, usually in combination. Complicated systems, such as modern factories, airplanes, and ships typically use combinations of all of these techniques. The benefit of automation includes labor savings, reducing waste, savings in electricity costs, savings in material costs, and improvements to quality, accuracy, and precision.
diff --git a/topics/automaton/index.md b/topics/automaton/index.md
new file mode 100644
index 000000000000..a656ce146336
--- /dev/null
+++ b/topics/automaton/index.md
@@ -0,0 +1,10 @@
+---
+aliases: automata, automatons
+display_name: Automaton
+related: finite-state-machine, cellular-automaton
+short_description: A machine designed to follow a precise sequence of instructions.
+topic: automaton
+wikipedia_url: https://en.wikipedia.org/wiki/Automaton
+---
+An **automaton** is a relatively self-operating machine designed to automatically follow a sequence of operations.
+The term has long been commonly associated with automated puppets that resemble moving humans or animals, built to impress and/or to entertain people.
diff --git a/topics/aws/index.md b/topics/aws/index.md
index 42c9edb7cdce..789432e96866 100644
--- a/topics/aws/index.md
+++ b/topics/aws/index.md
@@ -9,4 +9,4 @@ short_description: Amazon Web Services provides on-demand cloud computing platfo
 url: https://aws.amazon.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Amazon_Web_Services
 ---
-Amazon Web Services is a subsidiary of Amazon.com that provides on-demand cloud computing platforms to individuals, companies, and governments, on a subscription basis.
+Amazon Web Services (AWS) is a subsidiary of Amazon.com that provides on-demand cloud computing platforms to individuals, companies, and governments, on a subscription basis. Compute, storage, database, networking, security, management & developer tools, AI & machine learning, analytics, etc. are some of the primary aspects of AWS.
diff --git a/topics/azd-templates/azd-templates.png b/topics/azd-templates/azd-templates.png
new file mode 100644
index 000000000000..1b3a5eb3fb59
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diff --git a/topics/azd-templates/index.md b/topics/azd-templates/index.md
new file mode 100644
index 000000000000..81940286c1fc
--- /dev/null
+++ b/topics/azd-templates/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Microsoft
+display_name: Azure Developer CLI templates
+github_url: https://github.com/Azure/azure-dev
+logo: azd-templates.png
+released: July 12, 2022
+short_description: The Azure Developer CLI templates are idiomatic application templates that accelerate the time it takes to get started on Azure.
+topic: azd-templates
+url: https://docs.microsoft.com/en-us/azure/developer/azure-developer-cli/overview
+---
+
+Azure Developer CLI (azd) templates are idiomatic application templates created using the `azd` conventions so that you can use `azd` to get started on Azure. Each template includes application code, infrastructure as code files needed to provision the Azure resources, and configuration file to set up your continuous integration and delivery (CI/CD) pipeline. 
\ No newline at end of file
diff --git a/topics/azure-devops/azure-devops.png b/topics/azure-devops/azure-devops.png
new file mode 100644
index 000000000000..21348319464a
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diff --git a/topics/azure-devops/index.md b/topics/azure-devops/index.md
new file mode 100644
index 000000000000..d9498d5e6f10
--- /dev/null
+++ b/topics/azure-devops/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Microsoft
+display_name: Azure DevOps
+logo: azure-devops.png
+released: October 2018
+short_description: Azure DevOps is a Microsoft product that provides version control, project management, and builds/tests/release features.
+topic: azure-devops
+url: https://dev.azure.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Visual_Studio#Azure_DevOps_Services
+---
+
+Azure DevOps (formerly Team Foundation Server (TFS) and Visual Studio Team System (VSTS)) is a Microsoft product that provides version control (either TFVC or Git), reporting, requirements management, project management (for both agile and waterfall teams), automated builds, testing and release management capabilities. It covers the entire application lifecycle, and enables DevOps capabilities.
\ No newline at end of file
diff --git a/topics/backbonejs/index.md b/topics/backbonejs/index.md
index 55f308680101..2305464332be 100644
--- a/topics/backbonejs/index.md
+++ b/topics/backbonejs/index.md
@@ -8,5 +8,12 @@ short_description: Backbone.js is a JavaScript library for building modern web a
 topic: backbonejs
 url: https://backbonejs.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Backbone.js
+related: javascript, mvc, underscore, routing, jquery
 ---
-Backbone supplies structure to JavaScript-heavy applications by providing models with key-value binding and custom events, collections with a rich API of enumerable functions, views with declarative event handling, and connects it all to your existing application over a RESTful JSON interface.
+**Backbone.js** supplies structure to JavaScript-heavy applications by providing models with key-value binding and custom events, collections with a rich API of enumerable functions, views with declarative event handling, and connects it all to your existing application over a RESTful JSON interface. Backbone.js was originally extracted from the Rails application [DocumentCloud](http://www.documentcloud.org/). Philosophically, Backbone is an attempt to discover the minimal set of data-structuring (models and collections) and user interface (views and URLs) primitives that are generally useful when building web applications with JavaScript. Backbone is a library, not a framework. Synchronous events are used as the fundamental building block over constantly polling data. The main pars of Backbone are:
+* Events
+* Models – Wraps a row of data in business logic. 
+* Collections – A group of models on the client-side, with sorting/filtering/aggregation logic. 
+* Router (+ History)
+* Views (+ Client-side Templates) – A logical, re-usable piece of UI. Often, but not always, associated with a model.
+* Sync – Synchronization between frontend and REST API backend 
diff --git a/topics/backdropcms/backdropcms.png b/topics/backdropcms/backdropcms.png
new file mode 100644
index 000000000000..1d4ddfdef9c6
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diff --git a/topics/backdropcms/index.md b/topics/backdropcms/index.md
new file mode 100644
index 000000000000..23bb56a4cabd
--- /dev/null
+++ b/topics/backdropcms/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Nate Lampton (né Haug), Jen Lampton
+display_name: Backdrop CMS
+github_url: https://github.com/backdrop
+logo: backdropcms.png
+related: backdrop, cms
+released: January 15, 2015
+short_description: Backdrop CMS is a full-featured open source CMS that allows non-technical users to manage a wide variety of content and functions.
+topic: backdropcms
+url: https://backdropcms.org
+wikipedia_url: https://en.wikipedia.org/wiki/Backdrop_CMS
+---
+Backdrop CMS is a simple, lightweight, and easy-to-use open source Content Management System (CMS) for building professional websites. A CMS is a database driven website that allows people to log in, and with permission, allows them to edit nearly any page. Backdrop can be used to create almost any type of website. Use Backdrop CMS for everything from a single-administrator's personal blog site, to a complex, multi-role, business e-commerce platform. Backdrop is the perfect fit for comprehensive businesses, non-profit, educational, government or corporate websites. Backdrop CMS is a fork of Drupal. Backdrop is Drupal 7 -- modernized. Backdrop's founders and early contributors saw the huge changes coming to Drupal 8, and met the need to maintain and improve this wonderful software that has a proven track-record of success. By providing an easy upgrade from Drupal 7, Backdrop will be the most affordable next step for sites running on Drupal 7 today.
\ No newline at end of file
diff --git a/topics/barcode/index.md b/topics/barcode/index.md
new file mode 100644
index 000000000000..691c1221b086
--- /dev/null
+++ b/topics/barcode/index.md
@@ -0,0 +1,10 @@
+---
+aliases: barcodes, bar-code
+created_by: Norman Joseph Woodland and Bernard Silver
+display_name: Barcode
+related: qr-code, scanning, data-collection, inventory-management
+short_description: A barcode is a method of representing data in a visual, machine-readable form.
+topic: barcode
+wikipedia_url: https://en.wikipedia.org/wiki/Barcode
+---
+**Barcode** refers to a method of representing data in a visual, machine-readable form. This topic covers the history, types, and applications of barcodes. Barcodes are widely used in various industries for inventory management, tracking items, and automating data entry. They come in different formats, including linear barcodes and matrix barcodes (such as QR codes), each with its specific use cases and encoding methods. The topic also explores the technologies and standards used in barcode generation and scanning.
diff --git a/topics/bash/index.md b/topics/bash/index.md
index e311b0286baa..4f7312428f79 100644
--- a/topics/bash/index.md
+++ b/topics/bash/index.md
@@ -12,4 +12,4 @@ topic: bash
 url: https://www.gnu.org/software/bash/
 wikipedia_url: https://en.wikipedia.org/wiki/Bash_(Unix_shell)
 ---
-Bash (Bourne Again Shell) is a shell and command language interpreter for the GNU operating system. It is meant to be an improved version of Bourne Shell.
+Bash (Bourne Again Shell) is a shell and command language interpreter for the GNU / Linux operating systems. It is meant to be an improved version of Bourne Shell. It is used as a default login shell for most Linux distributions. Bash can read and execute shell script (.sh) files to automate the execution of tasks.
diff --git a/topics/batch-file/batch-file.png b/topics/batch-file/batch-file.png
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diff --git a/topics/batch-file/index.md b/topics/batch-file/index.md
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index 000000000000..f8aac0ab1b28
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+++ b/topics/batch-file/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Microsoft Corporation
+display_name: Batch file
+short_description: A batch file is a script file in DOS, OS/2 and Microsoft Windows.
+topic: batch-file
+logo: batch-file.png
+wikipedia_url: https://en.wikipedia.org/wiki/Batch_file
+---
+
+A batch file is a script file in DOS, OS/2 and Microsoft Windows. It consists of a series of commands to be executed by the command-line interpreter, stored in a plain text file. A batch file may contain any command the interpreter accepts interactively and use constructs that enable conditional branching and looping within the batch file, such as ``IF``, ``FOR``, and ``GOTO`` labels. The term "batch" is from batch processing, meaning "non-interactive execution", though a batch file might not process a batch of multiple data.
diff --git a/topics/bcsamples/bcsamples.png b/topics/bcsamples/bcsamples.png
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diff --git a/topics/bcsamples/index.md b/topics/bcsamples/index.md
new file mode 100644
index 000000000000..f2597f4708af
--- /dev/null
+++ b/topics/bcsamples/index.md
@@ -0,0 +1,18 @@
+---
+aliases: bcdemos
+created_by: Microsoft
+display_name: Business Central Samples
+logo: bcsamples.png
+released: May 2023
+short_description: Samples for Microsoft Dynamics 365 Business Central.
+topic: bcsamples
+url: https://dynamics.microsoft.com/business-central
+---
+
+# Microsoft Dynamics 365 Business Central
+
+Business Central is a business management solution for small and mid-sized organizations that automates and streamlines business processes and helps you manage your business.
+
+## bcsamples
+
+All repositories listed below, contains the source code for publicly available samples, demos and tools.
diff --git a/topics/bdd/index.md b/topics/bdd/index.md
new file mode 100644
index 000000000000..48c9c8c641ea
--- /dev/null
+++ b/topics/bdd/index.md
@@ -0,0 +1,11 @@
+---
+aliases: behavior-driven-development
+created_by: Kent Beck, D.D. McCracken
+display_name: Behavior-driven development
+released: 1957
+short_description: Behavior-driven development is a test-first, agile testing practice with business-facing scenarios.
+topic: bdd
+wikipedia_url: https://en.wikipedia.org/wiki/Behavior-driven_development
+related: atdd, tdd, testing, continuous-testing, specification-by-example, cucumber, behat, gherkin
+---
+**Behavior-driven development** (**BDD**) is a test-first, agile testing practice. Without focusing on internal implementation, BDD tests are business-facing scenarios that attempt to describe the behavior of a story, feature, or capability from a user’s perspective. Behaviour-driven development is a synthesis and refinement of practices stemming from test-driven development (TDD) and acceptance-test-driven development (ATDD).
diff --git a/topics/bedrock-dedicated-server/bedrock-dedicated-server.png b/topics/bedrock-dedicated-server/bedrock-dedicated-server.png
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diff --git a/topics/bedrock-dedicated-server/index.md b/topics/bedrock-dedicated-server/index.md
new file mode 100644
index 000000000000..ec044ba45f65
--- /dev/null
+++ b/topics/bedrock-dedicated-server/index.md
@@ -0,0 +1,13 @@
+---
+aliases: bds
+created_by: Mojang
+display_name: Bedrock Dedicated Server
+github_url: https://github.com/Mojang
+logo: bedrock-dedicated-server.png
+related: minecraft, mc, minecraft-bedrock-edition, mcbe, minecraft-server, mcbe-server
+released: 2018
+short_description: BDS is a server hosting tool similar to the Java Edition server.
+topic: bedrock-dedicated-server
+url: https://www.minecraft.net/download/server/bedrock
+---
+Bedrock Dedicated Servers allow Minecraft players on Windows and Linux computers to set up their own server at home, or host their server using a cloud-based service.
diff --git a/topics/bevy/bevy.png b/topics/bevy/bevy.png
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diff --git a/topics/bevy/index.md b/topics/bevy/index.md
new file mode 100644
index 000000000000..ebb45217740b
--- /dev/null
+++ b/topics/bevy/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Carter Anderson
+display_name: Bevy
+github_url: https://github.com/bevyengine/bevy
+logo: bevy.png
+related: rust, game-engine, gamedev
+released: '2020'
+short_description: A refreshingly simple data-driven game engine built in Rust.
+topic: bevy
+url: https://bevyengine.org/
+---
+Bevy is a refreshingly simple data-driven game engine built in Rust. It is free and open source forever!
diff --git a/topics/bigquery/bigquery.png b/topics/bigquery/bigquery.png
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diff --git a/topics/bigquery/index.md b/topics/bigquery/index.md
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index 000000000000..738c70837d75
--- /dev/null
+++ b/topics/bigquery/index.md
@@ -0,0 +1,16 @@
+---
+topic: bigquery
+aliases: bq
+related: cloud-computing
+display_name: BigQuery
+released: May 19, 2010
+logo: bigquery.png
+short_description: BigQuery is a serverless (cloud) data warehouse with built-in machine learning, geospatial analysis, BI, and other capabilities.
+url: https://cloud.google.com/bigquery/
+github_url: https://github.com/GoogleCloudPlatform/bigquery-utils/
+wikipedia_url: https://en.wikipedia.org/wiki/BigQuery/
+---
+Google BigQuery enables companies to handle large amounts of data without having to manage infrastructure. Google’s [documentation](https://cloud.google.com/bigquery/docs/introduction/) describes it as a « serverless architecture (that) lets you use SQL queries to answer your organization's biggest questions with zero infrastructure management. BigQuery's scalable, distributed analysis engine lets you query terabytes in seconds and petabytes in minutes. » Its client libraries allow the use of widely known languages such as Python, Java, JavaScript, and Go. Federated queries are also supported, making it flexible to read data from external sources.
+
+📖 A highly rated canonical [book](https://www.oreilly.com/library/view/google-bigquery-the/9781492044451/) on it is « Google BigQuery: The Definitive Guide », a comprehensive reference. 
+Another enriching read on the subject is the inside story told in the [article](https://towardsdatascience.com/bigquery-the-unlikely-birth-of-a-cloud-juggernaut-b5ad476525b7) by the founding product manager of BigQuery celebrating its 10th anniversary.
diff --git a/topics/binance/binance.png b/topics/binance/binance.png
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diff --git a/topics/binance/index.md b/topics/binance/index.md
new file mode 100644
index 000000000000..ae6ffa0e0991
--- /dev/null
+++ b/topics/binance/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Binance
+logo: binance.png
+short_description: The largest cryptocurrency exchange in the world in terms of daily trading volume of cryptocurrencies.
+topic: binance
+related: binance-api
+wikipedia_url: https://en.wikipedia.org/wiki/Binance
+---
+Binance is a cryptocurrency exchange which is the largest exchange in the world in terms of daily trading volume of cryptocurrencies. It was founded in 2017 and is registered in the Cayman Islands. Binance was founded by Changpeng Zhao (aka CZ), a developer who had previously created high frequency trading software. Binance was initially based in China, but later moved its headquarters out of China following the Chinese government's increasing regulation of cryptocurrency.
diff --git a/topics/blockly/index.md b/topics/blockly/index.md
new file mode 100644
index 000000000000..9791ae12923b
--- /dev/null
+++ b/topics/blockly/index.md
@@ -0,0 +1,8 @@
+---
+aliases: google-blockly
+display_name: Blockly
+short_description: A drag-n-drop library by Google.
+topic: blockly
+---
+Blockly is a drag-n-drop library made by Google. It can define custom blocks, include plug-ins, convert blocks to real code, and more.
+Many drag-n-drop code interfaces are based on it, most of which are educational.
diff --git a/topics/blogger/blogger.png b/topics/blogger/blogger.png
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diff --git a/topics/blogger/index.md b/topics/blogger/index.md
new file mode 100644
index 000000000000..e5607081f5df
--- /dev/null
+++ b/topics/blogger/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Blogger
+logo: blogger.png
+short_description: is an online content management system which enables multi-user blogs with time-stamped entries.
+topic: blogger
+wikipedia_url: https://en.wikipedia.org/wiki/Blogger_(service)
+---
+Blogger Service is a content management system which enables multi-user blogs with time-stamped entries. Pyra Labs developed it before being acquired by Google in 2003. Google hosts the blogs, which can be accessed through a subdomain of `blogspot.com`. Blogs can also be accessed from a user-owned custom domain (such as `www.example.com`) by using DNS facilities to direct a domain to Google's servers. A user can have up to 100 blogs or websites per account.
diff --git a/topics/bluearchive/bluearchive.png b/topics/bluearchive/bluearchive.png
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diff --git a/topics/bluearchive/index.md b/topics/bluearchive/index.md
new file mode 100644
index 000000000000..6de670c340c5
--- /dev/null
+++ b/topics/bluearchive/index.md
@@ -0,0 +1,13 @@
+---
+display_name: Blue Archive
+logo: bluearchive.png
+created_by: MX Studio, Nexon Games Co. Ltd., IO Division
+released: February 4, 2021
+short_description: Blue Archive is a real-time strategy role-playing game.
+related:  blue-archive
+topic: bluearchive
+url: https://bluearchive.jp
+wikipedia_url: https://en.wikipedia.org/wiki/Blue_Archive
+
+---
+Published in Japan and Mainland China by Yostar and later worldwide by Nexon, Blue Archive is a real-time strategy role-playing game where you plays as Sensei, in a fictional academy city called Kivotos.
diff --git a/topics/bluesky-social/bluesky-social.png b/topics/bluesky-social/bluesky-social.png
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index 000000000000..56b6b40a4a98
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diff --git a/topics/bluesky-social/index.md b/topics/bluesky-social/index.md
new file mode 100644
index 000000000000..25547e86bcc3
--- /dev/null
+++ b/topics/bluesky-social/index.md
@@ -0,0 +1,14 @@
+---
+display_name: Bluesky
+github_url: https://github.com/bluesky-social
+logo: bluesky-social.png
+created_by: Jack Dorsey
+released: 2021
+short_description: Bluesky is a microblogging social networking service modeled after and inspired by Twitter.
+related: bluesky, atprotocol, atproto, bluesky-api, bluesky-bot, bluesky-clients 
+topic: bluesky-social
+url: https://bsky.app
+wikipedia_url: https://en.wikipedia.org/wiki/Bluesky
+
+---
+Bluesky is a microblogging social networking service modeled after and inspired by Twitter. Users can share text messages, images, and videos in short posts.
diff --git a/topics/boinc/boinc.png b/topics/boinc/boinc.png
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diff --git a/topics/boinc/index.md b/topics/boinc/index.md
new file mode 100644
index 000000000000..7c333178b5e0
--- /dev/null
+++ b/topics/boinc/index.md
@@ -0,0 +1,11 @@
+---
+created_by: University of California, Berkeley
+display_name: BOINC
+github_url: https://github.com/BOINC
+wikipedia_url: https://en.wikipedia.org/wiki/Berkeley_Open_Infrastructure_for_Network_Computing
+short_description: BOINC (Berkeley Open Infrastructure for Network Computing) is an open source software and network for volunteer computing.
+released: 2002
+topic: boinc
+logo: boinc.png
+---
+BOINC (Berkeley Open Infrastructure for Network Computing) is an open source middleware system for volunteer computing (a type of distributed computing) and a network of volunteer computing projects. Developed originally to support SETI@home, the BOINC computing network now encompasses dozens of active research project across all scientific disciplines from medical research to physics, astrophysics, math, biology, and AI. It provides scientists across the globe with petaFLOPS of free computing power daily and is one of the largest distributed computing platforms in the world.
diff --git a/topics/bonsai-rx/bonsai-rx.png b/topics/bonsai-rx/bonsai-rx.png
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index 000000000000..3c09047efefe
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diff --git a/topics/bonsai-rx/index.md b/topics/bonsai-rx/index.md
new file mode 100644
index 000000000000..42ed3a1cacb3
--- /dev/null
+++ b/topics/bonsai-rx/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Goncalo Lopes
+display_name: Bonsai
+github_url: https://github.com/bonsai-rx/bonsai
+logo: bonsai-rx.png
+related: language, dotnet
+released: November 2 2013
+short_description: Bonsai is a visual reactive programming language built on top of Rx.NET.
+topic: bonsai-rx
+url: https://bonsai-rx.org/
+---
+Bonsai is a visual language for reactive programming. It is used for real-time acquisition, processing, logging, control, and visualization of data streams. Bonsai is free and open source, lightweight and easy to use, built on top of the .NET ecosystem with hundreds of dedicated packages and modules for interfacing with hardware. 
diff --git a/topics/bootstrap/index.md b/topics/bootstrap/index.md
index 23280d01435c..21e12673da63 100644
--- a/topics/bootstrap/index.md
+++ b/topics/bootstrap/index.md
@@ -9,5 +9,6 @@ short_description: Bootstrap is an HTML, CSS, and JavaScript framework.
 topic: bootstrap
 url: https://getbootstrap.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Bootstrap_(front-end_framework)
+related: zurb-foundation, tailwind, css-framework, css-layout, css-reset, sass, responsive-design, media-queries
 ---
-Bootstrap is a popular front-end framework that streamlines website design. It allows for the creation of easy and responsive web layouts.
+**Bootstrap** is a popular front-end framework that streamlines website design. It allows for the creation of easy and responsive web layouts.
diff --git a/topics/browser-extension/index.md b/topics/browser-extension/index.md
new file mode 100644
index 000000000000..a3e5151f4ae2
--- /dev/null
+++ b/topics/browser-extension/index.md
@@ -0,0 +1,9 @@
+---
+aliases : browser-extensions
+display_name : Browser Extension
+related: web-extension, browser, firefox, firefox-extension, chrome, chrome-extension, mozilla, opera, edge
+short_description : Extend and customize web browsers using client-side scripts and APIs.
+topic : browser-extension
+wikipedia_url : https://en.wikipedia.org/wiki/Browser_extension
+---
+Browser extensions are small software modules that customize and extend the functionality of web browsers. They can modify browser behavior, enhance user interfaces, integrate third-party services, and automate workflows directly within the browsing experience.
diff --git a/topics/bugbounty/index.md b/topics/bugbounty/index.md
index c4f453c1e56d..8b08133c4c11 100644
--- a/topics/bugbounty/index.md
+++ b/topics/bugbounty/index.md
@@ -1,6 +1,7 @@
 ---
+aliases: bug-bounty
 display_name: Bug Bounty
-related: bug-bounty,security,penetration-testing,pentesting,pentest
+related: security, penetration-testing, pentesting, pentest
 short_description: Deal by which individuals can receive recognition and compensation for reporting bugs.
 topic: bugbounty
 wikipedia_url: https://en.wikipedia.org/wiki/Bug_bounty_program
diff --git a/topics/build-engine/index.md b/topics/build-engine/index.md
new file mode 100644
index 000000000000..353d93a0b98e
--- /dev/null
+++ b/topics/build-engine/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Build Engine
+short_description: The Build Engine is game engine created by Ken Silverman, best known for powering Duke Nukem 3D.
+aliases: build1, build2, duke-nukem-3d-engine, con-script, con-files
+wikipedia_url: https://en.wikipedia.org/wiki/Build_(game_engine)
+related: duke-nukem, blood, shadow-warrior
+topic: build-engine
+---
diff --git a/topics/bun/bun.png b/topics/bun/bun.png
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index 000000000000..c40e389c4b0e
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diff --git a/topics/bun/index.md b/topics/bun/index.md
new file mode 100644
index 000000000000..dacb7fca2b5e
--- /dev/null
+++ b/topics/bun/index.md
@@ -0,0 +1,19 @@
+---
+display_name: Bun
+topic: bun
+github_url: https://github.com/oven-sh/bun
+aliases: bunjs
+logo: bun.png
+related: javascript, nodejs, typescript, webkit, npm, deno, zig
+url: https://bun.sh
+wikipedia_url: https://en.wikipedia.org/wiki/Bun_(software)
+created_by: Oven
+released: September 2021
+short_description: All-in-one JavaScript runtime & toolkit.
+---
+
+**Bun** is an all-in-one JavaScript toolkit, including a runtime, package manager, test runner, and bundler.
+
+-   [**Runtime**](https://bun.sh/docs/cli/run): Bun is a JavaScript runtime built on top of JavaScriptCore, the engine that powers WebKit. It's designed to be a drop-in replacement for Node.js, while being faster and improving developer experience. It also includes built-in support for TypeScript and JSX.
+-   [**Package manager**](https://bun.sh/docs/cli/install): Bun includes a package manager that's vastly quicker than npm and Yarn, and is compatible with existing Node.js projects.
+-   [**Test runner**](https://bun.sh/docs/cli/test): Bun includes a Jest-compatible test runner that uses the Bun runtime. It supports TypeScript and JSX, lifecycle hooks, and UI/DOM testing.
diff --git a/topics/bzflag/bzflag.png b/topics/bzflag/bzflag.png
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index 000000000000..767a8f3902b1
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diff --git a/topics/bzflag/index.md b/topics/bzflag/index.md
new file mode 100644
index 000000000000..3abcf18e498d
--- /dev/null
+++ b/topics/bzflag/index.md
@@ -0,0 +1,9 @@
+---
+display_name: BZFlag
+logo: bzflag.png
+short_description: 3D multiplayer tank game created in 1992.
+topic: bzflag
+url: https://bzflag.org
+wikipedia_url: https://en.wikipedia.org/wiki/BZFlag
+---
+BZFlag is a 3D multiplayer tank game first made in 1992. It runs on all three major platforms and was chosen for the Google Summer of Code three times, in 2007, 2008, and 2009.
diff --git a/topics/c/c.png b/topics/c/c.png
index f909fc16ab47..663474f586c1 100644
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diff --git a/topics/cadquery/cadquery.png b/topics/cadquery/cadquery.png
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index 000000000000..29a76522e87e
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diff --git a/topics/cadquery/index.md b/topics/cadquery/index.md
new file mode 100644
index 000000000000..124a1b363e53
--- /dev/null
+++ b/topics/cadquery/index.md
@@ -0,0 +1,16 @@
+---
+display_name: CadQuery
+short_description: CadQuery is an intuitive, easy-to-use Python library for building parametric 3D CAD models.
+github_url: https://github.com/CadQuery
+logo: cadquery.png
+topic: cadquery
+url: https://cadquery.readthedocs.io/
+---
+CadQuery is an intuitive, easy-to-use Python library for building parametric 3D CAD models. It has several goals:
+
+* Build models with scripts that are as close as possible to how you’d describe the object to a human, using a standard, already established programming language.
+* Create parametric models that can be very easily customized.
+* Output high quality CAD formats like STEP and AMF in addition to traditional STL.
+* Provide a non-proprietary, plain text model format that can be edited and executed with only a web browser.
+
+CadQuery 2 is based on [OCP](https://github.com/CadQuery/OCP), which is a set of Python bindings for the open source [OpenCascade](http://www.opencascade.com/) modelling kernel.
diff --git a/topics/canvas/index.md b/topics/canvas/index.md
new file mode 100644
index 000000000000..21d8a418a171
--- /dev/null
+++ b/topics/canvas/index.md
@@ -0,0 +1,9 @@
+---
+topic: canvas
+display_name: Canvas
+short_description: The canvas element is part of HTML5 and allows for dynamic, scriptable rendering of 2D shapes and bitmap images.
+related: html5
+url: https://developer.mozilla.org/en-US/docs/Web/API/Canvas_API
+wikipedia_url: https://en.wikipedia.org/wiki/Canvas_element
+---
+The Canvas API provides a means for drawing graphics via JavaScript and the HTML canvas element. Among other things, it can be used for animation, game graphics, data visualization, photo manipulation, and real-time video processing.
\ No newline at end of file
diff --git a/topics/capnproto/index.md b/topics/capnproto/index.md
index bf7e73cdefea..214ffa866480 100644
--- a/topics/capnproto/index.md
+++ b/topics/capnproto/index.md
@@ -4,11 +4,11 @@ created_by: Kenton Varda
 display_name: Cap'n Proto
 github_url: https://github.com/capnproto/
 logo: capnproto.png
-related: serialization, rpc, capabilities
+related: serialization, rpc, capabilities, grpc, json, protobuf
 released: 2013
 short_description: Cap’n Proto is a data interchange format and capability-based RPC system.
 topic: capnproto
 url: https://capnproto.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Cap%27n_Proto
 ---
-Cap’n Proto is an insanely fast data interchange format and capability-based RPC system. Think JSON, except binary. Or think Protocol Buffers, except faster.
+**Cap’n Proto** is an insanely fast data interchange format and capability-based RPC system. Think JSON, except binary. Or think Protocol Buffers, except faster.
diff --git a/topics/casejs/casejs.png b/topics/casejs/casejs.png
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index 000000000000..15647affccb5
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diff --git a/topics/casejs/index.md b/topics/casejs/index.md
new file mode 100644
index 000000000000..11ef96c47519
--- /dev/null
+++ b/topics/casejs/index.md
@@ -0,0 +1,13 @@
+---
+aliases: case, case-app, case-js
+created_by: CASE
+display_name: CASE
+github_url: https://github.com/casejs/case
+logo: casejs.png
+related: open-source-framework, typescript, platform
+released: 2023
+short_description: CASE is a frameworkless and open source tool for creating and deploying web apps.
+topic: casejs
+url: https://case.app/
+---
+CASE helps developers to create awesome data-intensive apps like dashboards, custom web apps, admin panels, ERPs very quickly. It follows a clear frameworkless approach and allows developers to focus on their data and their business logic.
diff --git a/topics/cd/index.md b/topics/cd/index.md
new file mode 100644
index 000000000000..b6c2532a0b3e
--- /dev/null
+++ b/topics/cd/index.md
@@ -0,0 +1,9 @@
+---
+display_name: CD (Disambiguation)
+short_description: 'CD can either mean "continuous deployment" or "Continuous delivery".'
+topic: cd
+related: continuous-deployment, continuous-delivery, continuous-integration, cicd, devops
+---
+**CD**, within the context of [CI/CD](https://github.com/topics/cicd), can mean multiple things:
+* [Continuous deployment](https://github.com/topics/continuous-deployment)
+* [Continuous delivery](https://github.com/topics/continuous-delivery)
diff --git a/topics/cellular-automaton/index.md b/topics/cellular-automaton/index.md
new file mode 100644
index 000000000000..000bcb66a3d7
--- /dev/null
+++ b/topics/cellular-automaton/index.md
@@ -0,0 +1,15 @@
+---
+aliases: cellular-automata, cellular-automatons
+created_by: Stanisław Ulam, John von Neumann
+display_name: Cellular automaton
+related: automaton, conways-game-of-life
+released: 1940
+short_description: An automaton consisting of cells arranged in a regular grid. A new generation of cells is created with an associated rule.
+topic: cellular-automaton
+wikipedia_url: https://en.wikipedia.org/wiki/Cellular_automaton
+---
+A **cellular automaton** is a discrete [model of computation](https://en.wikipedia.org/wiki/Model_of_computation) studied in [automata theory](https://en.wikipedia.org/wiki/Automata_theory).
+It consists of a regular grid of cells, each in one of a finite number of states; a new generation is created according to some fixed rule that determines the new state of each cell in terms of the current state of the cell and its neighborhood.
+Typically, the rule for updating the state of cells is the same for each cell and does not change over time, and is applied to the whole grid simultaneously, though exceptions are known, such as the [stochastic cellular automaton](https://en.wikipedia.org/wiki/Stochastic_cellular_automaton) and [asynchronous cellular automaton](https://en.wikipedia.org/wiki/Asynchronous_cellular_automaton).
+
+A well-known cellular automaton is [Conway’s Game of Life](https://github.com/topics/conways-game-of-life).
diff --git a/topics/cfd/index.md b/topics/cfd/index.md
new file mode 100644
index 000000000000..ab580cc9ad4a
--- /dev/null
+++ b/topics/cfd/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Computational Fluid Dynamics (CFD)
+short_description: Use numerical algorithms to solve and analyze problems involving fluid flows.
+topic: cfd 
+wikipedia_url: https://en.wikipedia.org/wiki/Computational_fluid_dynamics
+---
+Computational Fluid Dynamics (CFD) is a specialized area within fluid mechanics that employs numerical methods and algorithms to simulate the behavior of fluids. It enables engineers and scientists to model and analyze complex flow phenomena, such as air flow around an aircraft wing, water currents in rivers, or heat transfer in industrial equipment. CFD tools provide detailed insights into fluid behavior under various conditions, allowing for optimization of designs, prediction of performance, and troubleshooting of issues in many fields including aerospace, automotive, energy, and environmental engineering. By solving the governing equations of fluid motion (Navier-Stokes equations), CFD can predict velocity, pressure, temperature, and other important variables throughout the domain of interest.
diff --git a/topics/chacha-cipher/index.md b/topics/chacha-cipher/index.md
new file mode 100644
index 000000000000..c66d8d6aa08b
--- /dev/null
+++ b/topics/chacha-cipher/index.md
@@ -0,0 +1,11 @@
+---
+aliases: chacha20, xchacha20, chacha12, xchacha12, chacha8, xchacha8, chacha20-poly1305, xchacha-poly1305
+display_name: ChaCha
+short_description: ChaCha is a family of stream ciphers developed by Daniel J. Bernstein.
+topic: chacha-cipher
+wikipedia_url: https://en.wikipedia.org/wiki/Salsa20#ChaCha_variant
+---
+ChaCha is a family of stream ciphers developed by Daniel J. Bernstein. It is part of the popular authenticated encryption algorithm ChaCha20-Poly1305.
+
+The canonical 20-round version is ChaCha20, though the faster, reduced-round variants ChaCha8 and ChaCha12 also see some use.
+The XChaCha family features an extended nonce.
diff --git a/topics/chai/chai.png b/topics/chai/chai.png
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diff --git a/topics/chai/index.md b/topics/chai/index.md
new file mode 100644
index 000000000000..66306cd24aa2
--- /dev/null
+++ b/topics/chai/index.md
@@ -0,0 +1,13 @@
+---
+aliases: chaijs
+created_by: Jake Luer, Keith Cirkel, Lucas F. da Costa, Grant Snodgrass, vesln
+released: December 7, 2011
+display_name: Chai
+github_url: https://github.com/chaijs
+url: https://www.chaijs.com/
+logo: chai.png
+related: tdd, bdd, javascript, nodejs, mocha, jest, qunit, assert
+topic: chai
+short_description: Chai is a BDD/TDD assertion library for node and the browser.
+---
+**Chai** is a BDD/TDD assertion library, similar to Node's built-in assert, for node and the browser that can be paired with any JavaScript testing framework.
diff --git a/topics/chaos-engineering/index.md b/topics/chaos-engineering/index.md
index 7572ffbe15c1..71f9aa344c03 100644
--- a/topics/chaos-engineering/index.md
+++ b/topics/chaos-engineering/index.md
@@ -1,5 +1,4 @@
 ---
-aliases: site-reliability-engineering
 display_name: Chaos Engineering
 related: sre, testing
 short_description: The process of testing distributed computing systems to ensure that they can withstand unexpected disruptions.
diff --git a/topics/chapel/chapel.png b/topics/chapel/chapel.png
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diff --git a/topics/chapel/index.md b/topics/chapel/index.md
new file mode 100644
index 000000000000..3c0182c8ad6c
--- /dev/null
+++ b/topics/chapel/index.md
@@ -0,0 +1,15 @@
+---
+aliases: chapel-lang
+created_by: Cray Inc.
+display_name: The Chapel Parallel Programming Language
+github_url: https://github.com/chapel-lang
+logo: chapel.png
+related: language
+released: November 14, 2008
+short_description: Chapel is a programming language designed for productive parallel computing at scale.
+topic: chapel
+url: https://chapel-lang.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Chapel_(programming_language)
+---
+
+Chapel is a programming language designed for productive parallel computing at scale. Its mission is to make parallel programming more accessible, allowing everyone to harness the the power of high-performance computing, without giving up on productivity and readability.
diff --git a/topics/chatgpt-api/chatgpt-api.png b/topics/chatgpt-api/chatgpt-api.png
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diff --git a/topics/chatgpt-api/index.md b/topics/chatgpt-api/index.md
new file mode 100644
index 000000000000..a4e0d2bf38e5
--- /dev/null
+++ b/topics/chatgpt-api/index.md
@@ -0,0 +1,11 @@
+---
+created_by: OpenAI
+display_name: ChatGPT API
+logo: chatgpt-api.png
+related: artificial-intelligence, machine-learning, natural-language-processing, chatgpt, openai
+released: 2022
+short_description: ChatGPT API is a RESTful API that provides a simple interface to interact with OpenAI's GPT-3 and GPT-Neo language models.
+topic: chatgpt-api
+url: https://openai.com/blog/chatgpt
+---
+ChatGPT API is a RESTful API that provides a simple interface to interact with OpenAI's GPT-3 and GPT-Neo language models. It allows developers to easily integrate these powerful language models into their applications and services without having to worry about the underlying technical details. ChatGPT API offers a range of features including text generation, summarization, and question-answering. It supports multiple programming languages such as Python, Node.js, and Java, and is compatible with popular web frameworks such as Flask and Django. ChatGPT API has the potential to revolutionize the way developers create conversational AI applications and services.
\ No newline at end of file
diff --git a/topics/chatgpt/chatgpt.png b/topics/chatgpt/chatgpt.png
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diff --git a/topics/chatgpt/index.md b/topics/chatgpt/index.md
new file mode 100644
index 000000000000..4a89dfbdc789
--- /dev/null
+++ b/topics/chatgpt/index.md
@@ -0,0 +1,11 @@
+---
+created_by: OpenAI
+display_name: ChatGPT
+short_description: ChatGPT is a chatbot built on top of OpenAI's GPT-3 family of large language models.
+released: November 30, 2022
+logo: chatgpt.png
+url: https://chat.openai.com/
+topic: chatgpt
+wikipedia_url: https://en.wikipedia.org/wiki/ChatGPT
+---
+ChatGPT (Chat Generative Pre-trained Transformer) is a chatbot launched by OpenAI in November 2022. It is built on top of OpenAI's GPT-3 family of large language models, and is fine-tuned (an approach to transfer learning) with both supervised and reinforcement learning techniques.
\ No newline at end of file
diff --git a/topics/chemistry/index.md b/topics/chemistry/index.md
new file mode 100644
index 000000000000..f5f90664a5d2
--- /dev/null
+++ b/topics/chemistry/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Chemistry
+short_description: Chemistry is the scientific study of substances, their structure, properties, and reactions.
+topic: chemistry 
+wikipedia_url: https://en.wikipedia.org/wiki/Chemistry
+---
+Chemistry is a branch of natural science that studies substances, their structure, properties, and reactions when they combine or separate. It plays a crucial role in understanding the composition of matter and its transformations. Chemistry can be divided into several sub-disciplines including organic chemistry, inorganic chemistry, physical chemistry, analytical chemistry, and biochemistry. These areas explore everything from the synthesis of new molecules to the chemical processes happening within living organisms.
diff --git a/topics/chezmoi/chezmoi.png b/topics/chezmoi/chezmoi.png
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diff --git a/topics/chezmoi/index.md b/topics/chezmoi/index.md
new file mode 100644
index 000000000000..4810cd6e9db8
--- /dev/null
+++ b/topics/chezmoi/index.md
@@ -0,0 +1,9 @@
+---
+display_name: chezmoi
+logo: chezmoi.png
+topic: chezmoi
+github_url: https://github.com/twpayne/chezmoi
+url: https://chezmoi.io
+short_description: chezmoi is a powerful and secure dotfiles manager.
+---
+chezmoi helps you manage your personal configuration files (aka dotfiles) across multiple machines. It is written in Go and provides various features like templates, password manager support, file encryption and scripts.
diff --git a/topics/chrome-extension/chrome-extension.png b/topics/chrome-extension/chrome-extension.png
index b8e1e26c99df..83a2f9b09c48 100644
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diff --git a/topics/chrome-extension/index.md b/topics/chrome-extension/index.md
index 0a2de93f1311..8a3fdc226ce6 100644
--- a/topics/chrome-extension/index.md
+++ b/topics/chrome-extension/index.md
@@ -1,13 +1,11 @@
 ---
-aliases: chrome-extensions
+aliases: chrome-extensions, google-chrome-extension, extension-chrome
 created_by: Google Inc.
 display_name: Chrome extension
 logo: chrome-extension.png
-released: December 8, 2009
-short_description: Google Chrome Extensions are add-ons that allow users to customize
-  their Chrome web browser.
+released: January 25, 2010
+short_description: Chrome extensions enable users to customize the Chrome browsing experience.
 topic: chrome-extension
-url: https://chrome.google.com/webstore/category/extensions
-wikipedia_url: https://en.wikipedia.org/wiki/Google_Chrome_extension
+url: https://developer.chrome.com/docs/extensions/
 ---
-Google Chrome Extensions are add-ons that allow users to customize their Chrome web browser. They are downloadable through the Chrome Web Store. Extensions are most often written in HTML, JavaScript, and CSS.
+Chrome extensions are add-ons for Chromium-based browsers, such as Google Chrome, which enable users to customize the Chrome browsing experience. Built using web technologies like HTML, CSS, and JavaScript, extensions make use of various APIs supported by the browser. Extensions are typically downloaded from online marketplaces, with the Chrome Web Store being the most widely used. Chrome extensions work on most Chromium browsers, not just Google Chrome developed by Google.
\ No newline at end of file
diff --git a/topics/chrome/chrome.png b/topics/chrome/chrome.png
index b8e1e26c99df..2455e8884760 100644
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diff --git a/topics/chrome/index.md b/topics/chrome/index.md
index 4e06c0e9288d..9bd39b08e480 100644
--- a/topics/chrome/index.md
+++ b/topics/chrome/index.md
@@ -1,6 +1,6 @@
 ---
 aliases: google-chrome
-related: firefox,safari,edge,opera,chromium,browser,chrome-extension
+related: firefox, safari, edge, opera, chromium, browser, chrome-extension
 created_by: Google
 display_name: Chrome
 github_url: https://github.com/googlechrome
diff --git a/topics/chromium/chromium.png b/topics/chromium/chromium.png
index 42a6a39a6681..a479714efbd1 100644
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diff --git a/topics/cicd/index.md b/topics/cicd/index.md
new file mode 100644
index 000000000000..3fe9f9491024
--- /dev/null
+++ b/topics/cicd/index.md
@@ -0,0 +1,18 @@
+---
+aliases: ci-cd
+display_name: CI/CD
+short_description: CI/CD is a build automation strategy and part of DevOps.
+topic: cicd
+wikipedia_url: https://en.wikipedia.org/wiki/CI/CD
+related: continuous-delivery, continuous-integration, continuous-deployment, pipelines-as-code, devops, build-automation
+---
+**CI/CD** is a build automation strategy and part of DevOps
+
+* **[Continuous integration](https://github.com/topics/continuous-integration)**: Frequent merging of several small changes into a main branch.
+* **[Continuous delivery](https://github.com/topics/continuous-delivery)**: When teams produce software in short cycles with high speed and frequency so that reliable software can be released at any time, and with a simple and repeatable deployment process when deciding to deploy.
+* **[Continuous deployment](https://github.com/topics/continuous-deployment)**: When new software functionality is rolled out completely automatically.
+
+[![](https://img.shields.io/badge/%E2%86%91%20parent-DevOps-blue)](https://github.com/topics/devops)
+[![](https://img.shields.io/badge/%E2%86%92%20child-continuous%20integration-green)](https://github.com/topics/continuous-integration)
+[![](https://img.shields.io/badge/%E2%86%92%20child-continuous%20delivery-green)](https://github.com/topics/continuous-delivery)
+[![](https://img.shields.io/badge/%E2%86%92%20child-continuous%20deployment-green)](https://github.com/topics/continuous-deployment)
diff --git a/topics/cinnamon/cinnamon.png b/topics/cinnamon/cinnamon.png
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diff --git a/topics/cinnamon/index.md b/topics/cinnamon/index.md
new file mode 100644
index 000000000000..7f677118db7c
--- /dev/null
+++ b/topics/cinnamon/index.md
@@ -0,0 +1,14 @@
+---
+aliases: cinnamon-desktop
+created_by: Clément Lefèbvre
+display_name: Cinnamon
+github_url: https://github.com/linuxmint/cinnamon
+logo: cinnamon.png
+related: gtk, linuxmint, linux
+released: December 20, 2011
+short_description: Cinnamon is a desktop environment which combines a traditional desktop layout with modern graphical effects.
+topic: cinnamon
+url: https://projects.linuxmint.com/cinnamon/
+wikipedia_url: https://en.wikipedia.org/wiki/Cinnamon_(desktop_environment)
+---
+Cinnamon is a free and open source desktop environment for Linux and other Unix-like operating systems, which was originally based off of GNOME 3, but follows traditional desktop metaphor conventions.
diff --git a/topics/circuitpython/circuitpython.png b/topics/circuitpython/circuitpython.png
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diff --git a/topics/circuitpython/index.md b/topics/circuitpython/index.md
new file mode 100644
index 000000000000..0688e5ab33b4
--- /dev/null
+++ b/topics/circuitpython/index.md
@@ -0,0 +1,14 @@
+---
+aliases: circuit-python
+created_by: Adafruit Industries
+display_name: CircuitPython
+github_url: https://github.com/adafruit/circuitpython
+logo: circuitpython.png
+related: cpython, internet-of-things, iot, language, microcontroller, micropython, python
+released: July 19, 2017
+short_description: CircuitPython is a beginner-friendly implementation of Python, optimised to run on microcontrollers and single board computers.
+topic: circuitpython
+url: https://circuitpython.org/
+wikipedia_url: https://en.wikipedia.org/wiki/CircuitPython
+---
+CircuitPython is a beginner-friendly implementation of Python, optimised to run on microcontrollers and single board computers. The design facilitates using code on supported boards via USB or Bluetooth file transfer.
diff --git a/topics/citizen-science/index.md b/topics/citizen-science/index.md
new file mode 100644
index 000000000000..0a83e8cd4bb5
--- /dev/null
+++ b/topics/citizen-science/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Citizen science
+short_description: Citizen science is a form of scientific research in which members of the public participate.
+topic: citizen-science
+wikipedia_url: https://en.wikipedia.org/wiki/Citizen_science
+---
+
+Citizen science is a form of scientific research in which members of the public participate. It is often used to describe scientific research conducted by amateur scientists, but it can also be used to describe scientific research conducted by professional scientists that involve members of the public.
diff --git a/topics/clab-topo/clab-topo.png b/topics/clab-topo/clab-topo.png
new file mode 100644
index 000000000000..a7e8ff494ad0
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diff --git a/topics/clab-topo/index.md b/topics/clab-topo/index.md
new file mode 100644
index 000000000000..de54a6a0f0c2
--- /dev/null
+++ b/topics/clab-topo/index.md
@@ -0,0 +1,14 @@
+---
+created_by: Containerlab Community
+display_name: Containerlab topology
+github_url: https://github.com/srl-labs/containerlab
+logo: clab-topo.png
+related: containerlab
+released: April 18 2024
+short_description: Containerlab enables a lab-as-code approach for virtual networking topologies.
+topic: clab-topo
+url: https://containerlab.dev
+---
+Containerlab labs belong to Git, and GitHub is the most popular service for hosting public projects. To make public labs easily discoverable in a distributed fashion we introduced the `clab-topo` topic that anyone can [add to the repo](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/classifying-your-repository-with-topics) that features a containerlab topology file.
+
+This will list your lab among others so that others can discover it.
diff --git a/topics/classless/index.md b/topics/classless/index.md
new file mode 100644
index 000000000000..c168f5b8efbd
--- /dev/null
+++ b/topics/classless/index.md
@@ -0,0 +1,8 @@
+---
+topic: classless
+display_name: Classless CSS
+short_description: Classless CSS frameworks apply styles directly to HTML elements without the need for classes.
+aliases: classless-css, classless-theme
+related: cssframework
+---
+These frameworks provide a set of pre-designed and pre-styled components that can be easily added to a web page without the need to write custom CSS classes. Classless CSS Frameworks are a great option for developers looking to create simple and fast-loading web pages without sacrificing design and style. They are also ideal for small projects or prototypes where the overhead of a full CSS framework may not be necessary.
diff --git a/topics/claude-code/index.md b/topics/claude-code/index.md
new file mode 100644
index 000000000000..2b8705e5aad6
--- /dev/null
+++ b/topics/claude-code/index.md
@@ -0,0 +1,16 @@
+---
+aliases: claude-cli, anthropic-claude-code, claude-code-cli
+created_by: Anthropic
+display_name: Claude Code
+github_url: https://github.com/anthropics/claude-code
+related: ai, cli, terminal, developer-experience, automation, ai-terminal, intelligent-cli
+released: May 22, 2025
+short_description: "Claude Code is a command-line interface that brings AI assistance to software development."
+topic: claude-code
+url: https://www.anthropic.com/claude-code
+wikipedia_url: https://en.wikipedia.org/wiki/Anthropic
+---
+
+Claude Code is an interface that brings AI assistance to software development. Developed by Anthropic, it transforms terminals from simple command processors into intelligent development companions that understand code, context, and developer intent.
+
+The platform utilizes the Model Context Protocol standard and enables seamless integration between AI reasoning and traditional development workflows. Claude Code's terminal-native approach has established new patterns for human-AI collaboration in software engineering, spawning an ecosystem of over 600 community tools and projects.
\ No newline at end of file
diff --git a/topics/cli/cli.png b/topics/cli/cli.png
index 10ccb6de8ae4..82ccfd52c165 100644
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diff --git a/topics/cli/index.md b/topics/cli/index.md
index 80351154b52d..ab07acce0bce 100644
--- a/topics/cli/index.md
+++ b/topics/cli/index.md
@@ -1,7 +1,7 @@
 ---
 aliases: commandline-interface, command-line-interface, commandline, command-line
 created_by: Glenda Schroeder
-display_name: Command line interface
+display_name: Command-line interface
 released: '1965'
 short_description: A CLI, or command-line interface, is a console that helps users
   issue commands to a program.
diff --git a/topics/client/index.md b/topics/client/index.md
new file mode 100644
index 000000000000..5046a5a217fc
--- /dev/null
+++ b/topics/client/index.md
@@ -0,0 +1,7 @@
+---
+display_name: client
+short_description: Any computer hardware or software that requests access to a server.
+topic: client
+wikipedia_url: https://en.wikipedia.org/wiki/Client_(computing)
+---
+A client is a computer hardware or software that accesses a service made available by a server.
diff --git a/topics/climate-change-mitigation/climate-change-mitigation.png b/topics/climate-change-mitigation/climate-change-mitigation.png
new file mode 100644
index 000000000000..f2355db815df
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diff --git a/topics/climate-change-mitigation/index.md b/topics/climate-change-mitigation/index.md
new file mode 100644
index 000000000000..eb523c94f294
--- /dev/null
+++ b/topics/climate-change-mitigation/index.md
@@ -0,0 +1,14 @@
+---
+aliases: reducing-ghg-emissions, reducing-carbon-emissions, recapturing-ghg-emissions, recapturing-carbon-emissions
+created_by: Humanity
+display_name: Climate change mitigation
+github_url: https://github.com/topics/climate-change-mitigation
+logo: climate-change-mitigation.png
+related: climate-change, climate-change-adaptation, clean-energy, energy-conservation, carbon-sequestration
+short_description: Reducing emissions of and stabilizing the levels of heat-trapping greenhouse gases in the atmosphere.
+topic: climate-change-mitigation
+url: https://climate.nasa.gov/solutions/adaptation-mitigation/
+wikipedia_url: https://en.wikipedia.org/wiki/Climate_change
+---
+
+Mitigation – reducing climate change – involves reducing the flow of heat-trapping greenhouse gases into the atmosphere, either by reducing sources of these gases (for example, the burning of fossil fuels for electricity, heat, or transport) or enhancing the "sinks" that accumulate and store these gases (such as the oceans, forests, and soil). The goal of mitigation is to avoid significant human interference with Earth's climate, "stabilize greenhouse gas levels in a time frame sufficient to allow ecosystems to adapt naturally to climate change, ensure that food production is not threatened, and to enable economic development to proceed in a sustainable manner" (from the 2014 report on Mitigation of Climate Change from the United Nations Intergovernmental Panel on Climate Change, page 4).
diff --git a/topics/cloudflare/cloudflare.png b/topics/cloudflare/cloudflare.png
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index 000000000000..1184f59cdf72
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diff --git a/topics/cloudflare/index.md b/topics/cloudflare/index.md
new file mode 100644
index 000000000000..9df9dab2f530
--- /dev/null
+++ b/topics/cloudflare/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Cloudflare
+github_url: https://github.com/cloudflare
+logo: cloudflare.png
+related:  cloudflare-pages, cloudflare-workers,  cloudflare-worker, cloudflare-api, cloudflare-dns
+short_description: Cloudflare is a global network with speed, reliability, and security in mind.
+topic: cloudflare
+url: https://www.cloudflare.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Cloudflare
+---
+Cloudflare, Inc. specializes in global network infrastructure services, with those services having an emphasis on speed, reliability, and security. Cloudflare's products and services range from consumer to enterprise-level, with a number of those products offering a free-tier.
\ No newline at end of file
diff --git a/topics/clu/index.md b/topics/clu/index.md
new file mode 100644
index 000000000000..532b3a1670a1
--- /dev/null
+++ b/topics/clu/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Barbara Liskov et al.
+display_name: CLU
+released: 1975
+short_description: CLU was the first implemented programming language to provide direct linguistic support for data abstraction.
+topic: clu
+url: https://pmg.csail.mit.edu/CLU.html
+wikipedia_url: https://en.wikipedia.org/wiki/CLU_(programming_language)
+---
+CLU was the first implemented programming language to provide direct linguistic support for data abstraction.  CLU contains a number of other interesting and influential features, including checked exceptions, iterators, and parametric polymorphism.
diff --git a/topics/code/index.md b/topics/code/index.md
new file mode 100644
index 000000000000..7e44ebb242c8
--- /dev/null
+++ b/topics/code/index.md
@@ -0,0 +1,10 @@
+---
+aliases: coding
+created_by: The programming community
+display_name: Code
+related: programming, software-development, algorithms, data-structures
+short_description: Code refers to the set of instructions written in a programming language to perform a specific task.
+topic: code
+wikipedia_url: https://en.wikipedia.org/wiki/Source_code
+---
+**Code** refers to the set of instructions written in a programming language that a computer can execute to perform a specific task. This topic covers the fundamentals of writing, reading, and understanding code, as well as best practices for maintaining and optimizing it. It includes discussions on different programming languages, coding standards, and tools used to write and debug code. The topic also explores the importance of code in software development, automation, and various technological innovations.
diff --git a/topics/codeigniter/codeigniter.png b/topics/codeigniter/codeigniter.png
new file mode 100644
index 000000000000..53d5e3bc6f1d
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diff --git a/topics/codeigniter/index.md b/topics/codeigniter/index.md
new file mode 100644
index 000000000000..24bb8d36e62a
--- /dev/null
+++ b/topics/codeigniter/index.md
@@ -0,0 +1,13 @@
+---
+aliases: code-igniter, codeigniter4, ci4
+display_name: CodeIgniter
+short_description: CodeIgniter is an open-source PHP rapid development web framework, for building dynamic web sites.
+topic: codeigniter
+related: mvc, hmvc, rapid-development, content-security-policy, owasp, routing, php-framework
+wikipedia_url: https://en.wikipedia.org/wiki/CodeIgniter
+github_url: https://github.com/codeigniter4
+created_by: British Columbia Institute of Technology, EllisLab
+released: February 28, 2006
+logo: codeigniter.png
+---
+**CodeIgniter** is an open source software rapid development web framework, for use in building dynamic web sites with PHP.
diff --git a/topics/common-lisp/index.md b/topics/common-lisp/index.md
index e4232f07cfe2..2f9c56fbc1cc 100644
--- a/topics/common-lisp/index.md
+++ b/topics/common-lisp/index.md
@@ -9,4 +9,4 @@ topic: common-lisp
 url: https://common-lisp.net/
 wikipedia_url: https://en.wikipedia.org/wiki/Common_Lisp
 ---
-Common Lisp is a general-purpose programming language in the Lisp language family. Its syntax is defined on top of s-expressions, however it can be extended through the use of reader macros. It supports compile-time meta-programming through the use of macros. It supports the OOP paradigm through the Common Lisp Object System. The API upon which CLOS is implemented is exposed to the programmer so they can extent the object system. This API is refered as the Meta-Object Protocol. There are multiple implementations available: SBCL, which generates fast code, CCL, which compiles code fast, ABCL, which runs on the JVM, JSCL which runs on Node, and the browser, etc.
+Common Lisp is a general-purpose programming language in the Lisp language family. Its syntax is defined on top of s-expressions, however it can be extended through the use of reader macros. It supports compile-time meta-programming through the use of macros. It supports the OOP paradigm through the Common Lisp Object System. The API upon which CLOS is implemented is exposed to the programmer so they can extent the object system. This API is referred as the Meta-Object Protocol. There are multiple implementations available: SBCL, which generates fast code, CCL, which compiles code fast, ABCL, which runs on the JVM, JSCL which runs on Node, and the browser, etc.
diff --git a/topics/composer/index.md b/topics/composer/index.md
index 6e4b992afa90..e3811d109f5c 100644
--- a/topics/composer/index.md
+++ b/topics/composer/index.md
@@ -1,10 +1,10 @@
 ---
-aliases: packagist,composer-package,packagist-package
+aliases: packagist, composer-package, packagist-package
 created_by: Nils Adermann, Jordi Boggiano
 display_name: Composer
 github_url: https://github.com/composer
 logo: composer.png
-related: php,package-manager
+related: php, package-manager
 released: March 1, 2012
 short_description: A tool for dependency management in PHP.
 topic: composer
diff --git a/topics/computer-science/index.md b/topics/computer-science/index.md
new file mode 100644
index 000000000000..702cf82c957d
--- /dev/null
+++ b/topics/computer-science/index.md
@@ -0,0 +1,9 @@
+---
+aliases: cs, compsci, comp-sci
+display_name: Computer science
+short_description: Study of computers and computational systems, including their design, development, and application in various fields.
+topic: computer-science
+wikipedia_url: https://en.wikipedia.org/wiki/Computer_science
+---
+
+Computer science is the study of the theory, experimentation, and engineering that form the basis for the design and use of computers. It is the scientific and practical approach to computation and its applications and the systematic study of the feasibility, structure, expression, and mechanization of the methodical procedures (or algorithms) that underlie the acquisition, representation, processing, storage, communication of, and access to, information.
diff --git a/topics/computercraft-tweaked/computercraft-tweaked.png b/topics/computercraft-tweaked/computercraft-tweaked.png
new file mode 100644
index 000000000000..8009a3f86ef6
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diff --git a/topics/computercraft-tweaked/index.md b/topics/computercraft-tweaked/index.md
new file mode 100644
index 000000000000..dfbaa216a506
--- /dev/null
+++ b/topics/computercraft-tweaked/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Jonathan Coates
+display_name: "CC: Tweaked"
+github_url: https://github.com/cc-tweaked/CC-Tweaked
+url: https://tweaked.cc/
+logo: computercraft-tweaked.png
+related: computercraft, lua, minecraft, minecraft-mod
+topic: computercraft-tweaked
+released: November 15, 2017
+short_description: "CC: Tweaked is a fork of ComputerCraft, adding programmable computers, turtles and more to Minecraft."
+---
+CC: Tweaked is a mod for [Minecraft](https://github.com/topics/minecraft) which adds programmable computers, turtles and more to the game. A fork of the much-beloved [ComputerCraft](https://github.com/topics/computercraft), it continues its legacy with better performance, stability, and a wealth of new features.
diff --git a/topics/computercraft/computercraft.png b/topics/computercraft/computercraft.png
new file mode 100644
index 000000000000..1666c616ef06
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diff --git a/topics/computercraft/index.md b/topics/computercraft/index.md
new file mode 100644
index 000000000000..ef739e08b741
--- /dev/null
+++ b/topics/computercraft/index.md
@@ -0,0 +1,14 @@
+---
+created_by: Daniel Ratcliffe
+display_name: ComputerCraft
+github_url: https://github.com/dan200/ComputerCraft
+url: https://www.computercraft.info/
+logo: computercraft.png
+related: computercraft-tweaked, lua, minecraft, minecraft-mod
+topic: computercraft
+released: January 27, 2012
+short_description: Computers, Programming and Robotics in Minecraft.
+---
+ComputerCraft is a modification for [Minecraft](https://github.com/topics/minecraft) that’s all about computer programming. It allows you to build in-game Computers and Turtle Robots, and write programs for them using the [Lua](https://github.com/topics/lua) programming language. The addition of programming to [Minecraft](https://github.com/topics/minecraft) opens up a wide variety of new possibilities for automation and creativity. If you’ve never programmed before, it also serves as excellent way to learn a real world skill in a fun, familiar environment.
+
+**Development for ComputerCraft has ceased, but there is a fork called [CC: Tweaked](https://github.com/topics/computercraft-tweaked) that offers enhanced performance, improved stability, and a wealth of new features.**
diff --git a/topics/conan/index.md b/topics/conan/index.md
index 2714ba2fb45d..668a2a5e33ed 100644
--- a/topics/conan/index.md
+++ b/topics/conan/index.md
@@ -4,7 +4,7 @@ display_name: Conan
 github_url: https://github.com/conan-io/conan
 url: https://conan.io/
 logo: conan.png
-related: package-manager,cpp,c,cplusplus,multi-platform,cmake
+related: package-manager, cpp, c, cplusplus, multi-platform, cmake
 aliases: conanio
 topic: conan
 released: December 1, 2015
diff --git a/topics/confidential-computing/index.md b/topics/confidential-computing/index.md
new file mode 100644
index 000000000000..48de977babd7
--- /dev/null
+++ b/topics/confidential-computing/index.md
@@ -0,0 +1,12 @@
+---
+display_name: Confidential Computing
+related: trusted-execution, trusted-execution-environment, tee, confidential-container
+short_description: Confidential computing is a security and privacy-enhancing computational technique focused on protecting data in use.
+topic: confidential-computing
+url: https://confidentialcomputing.io/
+wikipedia_url: https://en.wikipedia.org/wiki/Confidential_computing
+---
+Confidential Computing is the protection of data in use by performing computation in a hardware-based, attested Trusted Execution Environment. 
+A Trusted Execution Environment (TEE) is an environment that provides a level of assurance of the following three properties: data integrity, data confidentiality, and code integrity. 
+TEEs may have additional attributes such as code confidentiality, programmability, recoverability, and attestability.
+Confidential Computing aims to reduce the ability for the owner/operator/pwner of a platform to access data and code inside TEEs sufficiently such that this path is not an economically or logically viable attack during execution.
diff --git a/topics/configuration/index.md b/topics/configuration/index.md
new file mode 100644
index 000000000000..0f7a4c4d6ab3
--- /dev/null
+++ b/topics/configuration/index.md
@@ -0,0 +1,8 @@
+---
+aliases: config
+display_name: configuration
+short_description: The arrangement of function details for a computer program.
+topic: configuration
+wikipedia_url: https://en.wikipedia.org/wiki/Computer_configuration
+---
+Configuration describes the arrangement of function details and information that is stored and used to affect the operation of a computer program. This includes settings and options, organization of components, dependencies, environments, etc.
\ No newline at end of file
diff --git a/topics/continuous-delivery/index.md b/topics/continuous-delivery/index.md
new file mode 100644
index 000000000000..68df07d2fe7a
--- /dev/null
+++ b/topics/continuous-delivery/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Continuous Delivery (CD)
+short_description: Continuous delivery is a software engineering approach in which teams produce software in short cycles without doing so manually.
+topic: continuous-delivery
+related: ci-cd, cicd, continuous-deployment, continuous-integration
+wikipedia_url: https://en.wikipedia.org/wiki/Continuous_delivery
+---
+**Continuous delivery** (**CD**) is a software engineering approach in which teams produce software in short cycles, ensuring that the software can be reliably released at any time and, following a pipeline through a "production-like environment", without doing so manually. It aims at building, testing, and releasing software with greater speed and frequency. The approach helps reduce the cost, time, and risk of delivering changes by allowing for more incremental updates to applications in production. A straightforward and repeatable deployment process is important for continuous delivery.
+
+Continuous delivery contrasts with continuous deployment (also abbreviated CD), a similar approach in which software is also produced in short cycles but through automated deployments even to production rather than requiring a "click of a button" for that last step. As such, continuous deployment can be viewed as a more complete form of automation than continuous delivery.
diff --git a/topics/continuous-deployment/index.md b/topics/continuous-deployment/index.md
new file mode 100644
index 000000000000..9c460f0437a5
--- /dev/null
+++ b/topics/continuous-deployment/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Continuous Deployment (CD)
+short_description: Continuous deployment is a approach in which functionalities are delivered frequently through automated deployments.
+topic: continuous-deployment
+related: ci-cd, cicd, continuous-delivery, continuous-integration
+wikipedia_url: https://en.wikipedia.org/wiki/Continuous_deployment
+---
+**Continuous Deployment** (**CD**)  is a software engineering approach in which software functionalities are delivered frequently and through automated deployments.
+
+Continuous deployment contrasts with continuous delivery (also abbreviated CD), a similar approach in which software functionalities are also frequently delivered and deemed to be potentially capable of being deployed, but are actually not deployed. As such, continuous deployment can be viewed as a more complete form of automation than continuous delivery.
diff --git a/topics/continuous-integration/index.md b/topics/continuous-integration/index.md
index bcba7fe17d31..45070f7be0d5 100644
--- a/topics/continuous-integration/index.md
+++ b/topics/continuous-integration/index.md
@@ -3,6 +3,7 @@ aliases: ci
 display_name: Continuous integration
 short_description: Automatically build and test your code as you push it upstream, preventing bugs from being deployed to production.
 topic: continuous-integration
+related: cd, ci-cd, cicd, continuous-delivery, continuous-deployment, progressive-delivery, gitops, devops
 wikipedia_url: https://en.wikipedia.org/wiki/Continuous_integration
 ---
 Automatically build and test your code as you push it upstream, preventing bugs from being deployed to production. A complementary practice to CI is that before submitting work, each programmer must do a complete build and run (and pass) all unit tests. Integration tests are usually run automatically on a CI server when it detects a new commit.
diff --git a/topics/corruptor/corruptor.png b/topics/corruptor/corruptor.png
new file mode 100644
index 000000000000..8ea9edcb5fcd
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diff --git a/topics/corruptor/index.md b/topics/corruptor/index.md
new file mode 100644
index 000000000000..72040377b994
--- /dev/null
+++ b/topics/corruptor/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Corruptor
+short_description: a corruptor is a type of software to test errors and glitches.
+aliases: data-corruptor, rom-corruptor, game-corruptor
+logo: corruptor.png
+related: glitch, generator, data
+topic: corruptor
+---
+a corruptor is a type of software to test errors and glitches with commands.
diff --git a/topics/cors/index.md b/topics/cors/index.md
new file mode 100644
index 000000000000..8a42cdac7196
--- /dev/null
+++ b/topics/cors/index.md
@@ -0,0 +1,20 @@
+---
+topic: cors
+display_name: Cross-origin resource sharing (CORS)
+short_description: CORS is a mechanism that allows restricted resources on a web page to be accessed from another domain outside the domain.
+related: xhr, ajax, jsonp, content-security-policy
+wikipedia_url: https://en.wikipedia.org/wiki/Cross-origin_resource_sharing
+url: https://fetch.spec.whatwg.org/#http-cors-protocol
+created_by: WHATWG, Matt Oshry, Brad Porter, Michael Bodell, Tellme Networks
+released: May 2006
+---
+**Cross-origin resource sharing** (**CORS**) is a mechanism that allows restricted resources on a web page to be accessed from another domain outside the domain from which the first resource was served. CORS also relies on a mechanism by which browsers make a "preflight" request to the server hosting the cross-origin resource, in order to check that the server will permit the actual request. In that preflight, the browser sends headers that indicate the HTTP method and headers that will be used in the actual request. For security reasons, browsers restrict cross-origin HTTP requests initiated from scripts. For example, `fetch()` and `XMLHttpRequest` follow the same-origin policy. This means that a web application using those APIs can only request resources from the same origin the application was loaded from unless the response from other origins includes the right CORS headers.
+
+# Resource types
+* Invocations of `fetch()` or `XMLHttpRequest`
+* Web Fonts (for cross-domain font usage in `@font-face` within CSS), so that servers can deploy TrueType fonts that can only be loaded cross-origin and used by websites that are permitted to do so
+* WebGL textures
+* Images/video frames drawn to a canvas using `drawImage()`
+* CSS shapes from images
+* scripts
+* iframes
diff --git a/topics/coverage/index.md b/topics/coverage/index.md
new file mode 100644
index 000000000000..03a2f3b8d476
--- /dev/null
+++ b/topics/coverage/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Test coverage
+short_description: Coverage is the percentage of your project being covered by—depending on the perspective—code or tests.
+topic: coverage
+related: code-coverage, test-coverage, path-coverage, line-coverage, branch-coverage, automated-testing, coverage-report, serenity-bdd, cicd
+---
+**Test coverage** is the percentage of your project being covered by—depending on the perspective—code or tests, which can be measured in different ways:
+* path coverage
+* line coverage
+* branch coverage
+* code coverage
diff --git a/topics/covid-19/index.md b/topics/covid-19/index.md
index 313c66390906..64a4d209bdb7 100644
--- a/topics/covid-19/index.md
+++ b/topics/covid-19/index.md
@@ -11,4 +11,4 @@ url: https://www.who.int/emergencies/diseases/novel-coronavirus-2019
 wikipedia_url: https://en.wikipedia.org/wiki/Coronavirus_disease_2019
 ---
 
-The coronavirus disease 2019 (COVID-19) is an infectious disease caused by a type of coronavirus known as SARS-CoV-2 that had caused an ongoing pandemic. This topic is associated with repositories that contain code focused around research and awareness of the virus. 
+The coronavirus disease 2019 (COVID-19) is an infectious disease caused by a type of coronavirus known as SARS-CoV-2 that caused a worldwide pandemic beginning in December 2019. This topic is associated with repositories that contain code focused around research and awareness of the virus.
diff --git a/topics/crawler/crawler.png b/topics/crawler/crawler.png
new file mode 100644
index 000000000000..bbad5536e029
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diff --git a/topics/crawler/index.md b/topics/crawler/index.md
new file mode 100644
index 000000000000..140426d21603
--- /dev/null
+++ b/topics/crawler/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Crawler
+short_description: A computer program that gathers and categorizes information on the World Wide Web.
+logo: crawler.png
+topic: crawler
+wikipedia_url: https://en.wikipedia.org/wiki/Web_crawler
+---
+
+A Web crawler, sometimes called a spider or spiderbot and often shortened to crawler, is an Internet bot that systematically browses the World Wide Web and that is typically operated by search engines for the purpose of Web indexing (web spidering).
\ No newline at end of file
diff --git a/topics/crud/index.md b/topics/crud/index.md
new file mode 100644
index 000000000000..faf7f608b912
--- /dev/null
+++ b/topics/crud/index.md
@@ -0,0 +1,17 @@
+---
+display_name: CRUD
+aliases: crudl
+short_description: CRUD is an acronym that stands for create, read, update and delete as persistent storage operations.
+topic: crud
+related: sql, database, query, rest
+wikipedia_url: https://en.wikipedia.org/wiki/CRUD
+created_by: James Martin
+released: 1983
+---
+**CRUD** is an acronym that stands for create, read, update and delete in the context of database queries or HTTP verbs in case of REST APIs.
+| CRUD | SQL | HTTP |
+|-|-|-|
+| **C**reate | `INSERT` | `POST` |
+| **R**ead | `SELECT` | `GET` |
+| **U**pdate | `UPDATE` | `PUT` to replace, `PATCH` to modify |
+| **D**elete | `DELETE` | `DELETE` |
diff --git a/topics/cryptography/cryptography.png b/topics/cryptography/cryptography.png
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index 000000000000..a142e9c1239e
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diff --git a/topics/cryptography/index.md b/topics/cryptography/index.md
new file mode 100644
index 000000000000..c9752c40b717
--- /dev/null
+++ b/topics/cryptography/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Cryptography
+logo: cryptography.png
+short_description: Cryptography is the practice and study of techniques for secure communication in the presence of adversarial behavior.
+topic: cryptography
+wikipedia_url: https://en.wikipedia.org/wiki/Cryptography
+---
+
+Cryptography, or cryptology is the practice and study of techniques for secure communication in the presence of adversarial behavior. More generally, cryptography is about constructing and analyzing protocols that prevent third parties or the public from reading private messages.
diff --git a/topics/csharp/csharp.png b/topics/csharp/csharp.png
index 7b5338ac3914..691089c269a3 100644
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diff --git a/topics/css-framework/index.md b/topics/css-framework/index.md
new file mode 100644
index 000000000000..b1b9b543ab8b
--- /dev/null
+++ b/topics/css-framework/index.md
@@ -0,0 +1,18 @@
+---
+display_name: CSS Framework
+short_description: CSS Frameworks usually offer one or more stylesheets with basic styling/generic components, and many of them use preprocessors.
+topic: css-framework
+related: css, bootstrap, tailwind, zurb-foundation
+wikipedia_url: https://en.wikipedia.org/wiki/CSS_framework
+---
+**CSS Frameworks** offer one or multiple stylesheets from basic styling to generic components to some extent, including but not limited to
+* Reboot (aka "Preflight")
+* Layout (often times "Grid")
+* Forms, Tables, etc.
+* [Typography](https://github.com/topics/typography)
+* [Responsiveness](https://github.com/topics/responsive) (often times including breakpoints and [viewport](https://github.com/topics/viewport))
+
+They often have their own class notation and many use [preprocessors](https://github.com/topics/css-preprocessor) like [Sass](https://github.com/topics/sass), [Less](https://github.com/topics/less) or [Stylus](https://github.com/topics/stylus).
+
+Related Collections:
+  - [CSS frameworks](https://github.com/collections/css-frameworks)
diff --git a/topics/css/css.png b/topics/css/css.png
index add978c8d01f..4a917e7b4d87 100644
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diff --git a/topics/cst/index.md b/topics/cst/index.md
new file mode 100644
index 000000000000..98925ea0919a
--- /dev/null
+++ b/topics/cst/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Concrete syntax tree
+short_description: A concrete syntax tree is a low level representation of the parsed source in the structure defined by a grammar description.
+topic: cst
+aliases: parse-tree, parsing-tree, derivation-tree
+wikipedia_url: https://en.wikipedia.org/wiki/Parse_tree
+related: ast
+---
+A concrete syntax tree is an ordered, rooted tree that represents the syntactic structure of a string according to some context-free grammar.
diff --git a/topics/csv/index.md b/topics/csv/index.md
index bcb75fe7e0ea..300a77f9fd8e 100644
--- a/topics/csv/index.md
+++ b/topics/csv/index.md
@@ -2,7 +2,7 @@
 display_name: CSV
 short_description: A CSV file stores tabular data in a delimited text file that uses commas to separate the values.
 topic: csv
-related: tsv
+related: tsv, rfc-4180, data-exchange, tabular-data, spreadsheet, dsv, flat-file
 wikipedia_url: https://en.wikipedia.org/wiki/Comma-separated_values
 ---
-CSV is a common data exchange format that stores tabular data in a plain text file. A CSV file stores the data in a delimited text file that uses commas to separate the values.
+**CSV** is a common data exchange format that stores tabular data in a plain text file. A CSV file stores the data in a delimited text file that uses commas to separate the values.
diff --git a/topics/cucumber/cucumber.png b/topics/cucumber/cucumber.png
new file mode 100644
index 000000000000..11a08d72bb2c
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diff --git a/topics/cucumber/index.md b/topics/cucumber/index.md
new file mode 100644
index 000000000000..07dbf24c2cc8
--- /dev/null
+++ b/topics/cucumber/index.md
@@ -0,0 +1,12 @@
+---
+topic: cucumber
+display_name: Cucumber
+short_description: Cucumber is a software tool that supports behavior-driven development.
+related: bdd, gherkin, rspec, behat, behave
+created_by: Aslak Hellesøy, Joseph Wilk, Matt Wynne, Gregory Hnatiuk, Mike Sassak
+github_url: https://github.com/cucumber
+wikipedia_url: https://en.wikipedia.org/wiki/Cucumber_(software)
+url: https://cucumber.io/
+logo: cucumber.png
+---
+**Cucumber** is a software tool that supports behavior-driven development. Central to the Cucumber BDD approach is its ordinary language parser Gherkin. As such, Cucumber allows the execution of feature documentation written in business-facing text. It runs automated acceptance tests written in a behavior-driven development (BDD) style.
diff --git a/topics/curl/curl.png b/topics/curl/curl.png
new file mode 100644
index 000000000000..c5a8aca0e7e5
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diff --git a/topics/curl/index.md b/topics/curl/index.md
new file mode 100644
index 000000000000..5bdf3795bd8a
--- /dev/null
+++ b/topics/curl/index.md
@@ -0,0 +1,16 @@
+---
+related: http-client
+aliases: libcurl
+created_by: Daniel Stenberg
+display_name: cURL
+github_url: https://github.com/curl/curl
+logo: curl.png
+released: April 8, 1997
+short_description: cURL is a software project providing a library and command-line tool for transferring data. The name stands for "Client for URL".
+topic: curl
+url: https://curl.se/
+wikipedia_url: https://en.wikipedia.org/wiki/CURL
+---
+
+cURL (pronounced like "curl", UK: [kəːl], US: [kɝl]) is a computer software project providing a library (libcurl) and command-line tool (curl) for transferring data using various network protocols, supporting DICT, FILE, [FTP](https://github.com/topics/ftp), FTPS, [GOPHER](https://github.com/topics/gopher), GOPHERS, [HTTP](https://github.com/topics/http), HTTPS, [IMAP](https://github.com/topics/imap), IMAPS, [LDAP](https://github.com/topics/ldap), LDAPS, [MQTT](https://github.com/topics/mqtt), [POP3](https://github.com/topics/pop3), POP3S, [RTMP](https://github.com/topics/rtmp), RTMPS, [RTSP](https://github.com/topics/rtsp), [SCP](https://github.com/topics/scp), SFTP, [SMB](https://github.com/topics/smb), SMBS, [SMTP](https://github.com/topics/smpt), SMTPS, [TELNET](https://github.com/topics/telnet), TFTP, [WS](https://github.com/topics/websocket) and WSS. libcurl offers a myriad of powerful features. The name stands for "Client for URL". It was originally named httpget upon its first release in 1996 and then became urlget before adopting the current name of cURL.
+ 
\ No newline at end of file
diff --git a/topics/cve/index.md b/topics/cve/index.md
new file mode 100644
index 000000000000..e3885ad9e127
--- /dev/null
+++ b/topics/cve/index.md
@@ -0,0 +1,8 @@
+---
+aliases: 
+display_name: Common Vulnerabilities and Exposures (CVE)
+short_description: The Common Vulnerabilities and Exposures (CVE) system provides a reference-method for publicly known vulnerabilities. 
+topic: cve
+wikipedia_url: https://en.wikipedia.org/wiki/Common_Vulnerabilities_and_Exposures
+---
+The Common Vulnerabilities and Exposures (CVE) system provides a reference-method for publicly known information-security vulnerabilities and exposures. The United States' National Cybersecurity FFRDC, operated by The Mitre Corporation, maintains the system, with funding from the US National Cyber Security Division of the US Department of Homeland Security
\ No newline at end of file
diff --git a/topics/cybersecurity/index.md b/topics/cybersecurity/index.md
new file mode 100644
index 000000000000..10b930bd481b
--- /dev/null
+++ b/topics/cybersecurity/index.md
@@ -0,0 +1,10 @@
+---
+aliases: information-security, infosec
+created_by: The cybersecurity community
+display_name: Cybersecurity
+related: hacking, ethical-hacking, penetration-testing, data-protection
+short_description: Cybersecurity involves protecting systems, networks, and data from cyber threats.
+topic: cybersecurity
+wikipedia_url: https://en.wikipedia.org/wiki/Cybersecurity
+---
+**Cybersecurity** involves protecting systems, networks, and data from cyber threats. This field encompasses a wide range of practices and technologies designed to safeguard information from unauthorized access, attacks, damage, or theft. Cybersecurity includes preventive measures such as firewalls, encryption, and secure coding practices, as well as detection and response strategies like intrusion detection systems and incident response plans. This topic covers the principles, best practices, and latest trends in cybersecurity, including emerging threats and the evolving landscape of cyber defense.
diff --git a/topics/dark-mode/index.md b/topics/dark-mode/index.md
new file mode 100644
index 000000000000..84f1fbb9d634
--- /dev/null
+++ b/topics/dark-mode/index.md
@@ -0,0 +1,8 @@
+---
+aliases: dark-theme
+display_name: Dark Mode
+short_description: A color scheme that uses light colored text on a dark background.
+topic: dark-mode
+wikipedia_url: https://en.wikipedia.org/wiki/Light-on-dark_color_scheme
+---
+A light-on-dark color scheme —also called black mode, dark mode, dark theme, night mode, or lights-out — is a color scheme that uses light-colored text, icons, and graphical user interface elements on a dark background. It is often discussed in terms of computer user interface design and web design.
diff --git a/topics/data-analysis/index.md b/topics/data-analysis/index.md
new file mode 100644
index 000000000000..a9f1f49e9d6f
--- /dev/null
+++ b/topics/data-analysis/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Data analysis
+short_description: Data analysis is a process of inspecting, cleansing, transforming, and modeling data.
+topic: data-analysis
+wikipedia_url: https://en.wikipedia.org/wiki/Data_analysis
+---
+
+Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.
\ No newline at end of file
diff --git a/topics/data-load-tool/data-load-tool.png b/topics/data-load-tool/data-load-tool.png
new file mode 100644
index 000000000000..3495035233f4
Binary files /dev/null and b/topics/data-load-tool/data-load-tool.png differ
diff --git a/topics/data-load-tool/index.md b/topics/data-load-tool/index.md
new file mode 100644
index 000000000000..2fb9bf833ec8
--- /dev/null
+++ b/topics/data-load-tool/index.md
@@ -0,0 +1,15 @@
+---
+created_by: data-load-tool
+aliases: dlt, dlthub
+display_name: DLT
+related: dbt, python
+released: February 2023
+short_description: A Python library for moving data.
+topic: data-load-tool
+url: https://dlthub.com
+github_url: https://github.com/dlt-hub/dlt
+logo: data-load-tool.png
+---
+dlt is an open source Python library that loads data from various, often messy data sources into well-structured, live datasets.
+It offers a lightweight interface for extracting data from REST APIs, SQL databases, cloud storage, Python data structures, and many more.
+It is NOT related to Delta Live Tables or distributed ledger technology.
diff --git a/topics/data-recovery/index.md b/topics/data-recovery/index.md
new file mode 100644
index 000000000000..7dc40c7cad43
--- /dev/null
+++ b/topics/data-recovery/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Data Recovery
+aliases: data-carving, digital-forensic, recovery-tool, photo-recovery
+short_description: Data recovery is a method of recovering using software to undone file deletion or corruption.
+topic: data-recovery
+wikipedia_url: https://en.wikipedia.org/wiki/data_recovery
+---
+Data recovery is a method of recovering using software to undone file deletion or corruption, the process of file recovery is variable in most cases.
+
diff --git a/topics/data-space/index.md b/topics/data-space/index.md
new file mode 100644
index 000000000000..83625f6a5b5a
--- /dev/null
+++ b/topics/data-space/index.md
@@ -0,0 +1,9 @@
+---
+aliases: dataspace, dataspaces, data-spaces
+display_name: Data Space
+related: data-sovereignty, data-sharing, interoperability, dataeconomy, dataexchange, dcat, dcat-ap, cybersecurity
+short_description: A data space is a federated ecosystem enabling secure, sovereign, and interoperable data sharing.
+topic: data-space
+wikipedia_url: https://en.wikipedia.org/wiki/Dataspace
+---
+A **data space** is a decentralized, federated infrastructure that facilitates the secure and trustworthy exchange of data between multiple participants. Unlike centralized data lakes or platforms, a data space preserves **data sovereignty**, meaning the data owner retains complete control over who can access their data and under what conditions. It relies on common governance frameworks, shared standards, interoperability protocols, and trust services to enable a fair and competitive data economy.
\ No newline at end of file
diff --git a/topics/data/index.md b/topics/data/index.md
new file mode 100644
index 000000000000..96ceb5a769dc
--- /dev/null
+++ b/topics/data/index.md
@@ -0,0 +1,9 @@
+---
+display_name: data
+related: datum
+short_description: Facts and statistics (numerical data) that may be analysed.
+topic: data
+wikipedia_url: https://en.wikipedia.org/wiki/Data
+---
+Individual facts, statistics, or items of information, often numeric. In a technical sense, data are a set of values of qualitative or quantitative variables about one or more persons or objects.
+(https://en.wikipedia.org/w/index.php?title=Data&oldid=1093674723, released under CC BY-SA 3.0)
diff --git a/topics/database/index.md b/topics/database/index.md
index d9787e27df5a..1926fc2f70cb 100644
--- a/topics/database/index.md
+++ b/topics/database/index.md
@@ -6,5 +6,6 @@ short_description: A database is a structured set of data held in a computer, us
 topic: database
 logo: database.png
 wikipedia_url: https://en.wikipedia.org/wiki/Database
+related: dbms, sql, relational-database, nosql, document-oriented, in-memory-database, data-warehouse, graphdb, spatial-database, crud
 ---
-A database is a structured set of data held in a computer, most often a server. Databases use a database management system (DBMS) that interacts with users, similar to a lookup table. Modern databases are designed to allow for creation, querying, updating, and administration of the data it holds.
+A database is a structured set of data held in a computer, most often a server. Databases use a database management system (DBMS) that interacts with users, similar to a lookup table. Modern databases are designed to allow for the creation, querying, updating, and administration of the data it holds. There are different types of databases, including Relational Database Management Systems (RDBMS) that organize data into tables with predefined relationships, and NoSQL databases that provide a more flexible, schema-less approach to data storage.
diff --git a/topics/datetime/index.md b/topics/datetime/index.md
new file mode 100644
index 000000000000..ab1215547aeb
--- /dev/null
+++ b/topics/datetime/index.md
@@ -0,0 +1,13 @@
+---
+display_name: DateTime
+short_description: DateTime is the term used in programming when referring to date and time related topics.
+topic: datetime
+aliases: date-time
+related: date-formatting, daterange, timezones, intl, timestamp
+---
+**DateTime** is the term used in programming when referring to **date** and **time** related topics, which is a complex field, including
+* handling of [timezones](https://github.com/topics/timezones)
+* [localized](https://github.com/topics/localization) [date formatting](https://github.com/topics/date-formatting)
+* date arithmetic
+* different calendars (Gregorian, Julian, Chinese, Islamic, Hebrew, etc.)
+* universal storage format ([ISO 8601](https://github.com/topics/iso-8601), [timestamp](https://github.com/topics/timestamp)
diff --git a/topics/dcode-2025/dcode-2025.png b/topics/dcode-2025/dcode-2025.png
new file mode 100644
index 000000000000..7206b325e09f
Binary files /dev/null and b/topics/dcode-2025/dcode-2025.png differ
diff --git a/topics/dcode-2025/index.md b/topics/dcode-2025/index.md
new file mode 100644
index 000000000000..094342da0f6f
--- /dev/null
+++ b/topics/dcode-2025/index.md
@@ -0,0 +1,13 @@
+---
+display_name: DCODE 2025
+short_description: A curated collection of projects, experiments, and tools with DCODE 2025.
+topic: dcode-2025
+github_url: https://github.com/topics/dcode-2025
+aliases: dcode, dcode2025, devclub-nstru
+related: conference, innovation, open-source, community, collaboration, program
+logo: dcode-2025.png
+created_by: Ved Pawar (@vedpawar2254)
+---
+
+DCODE 2025 is an Open Source program created in the hope of pushing OSS community.
+This topic serves as a hub for projects, experiments, and tools affiliated with DCODE 2025. 
\ No newline at end of file
diff --git a/topics/debian/debian.png b/topics/debian/debian.png
new file mode 100644
index 000000000000..8339e704c9d1
Binary files /dev/null and b/topics/debian/debian.png differ
diff --git a/topics/debian/index.md b/topics/debian/index.md
new file mode 100644
index 000000000000..2aec88d69831
--- /dev/null
+++ b/topics/debian/index.md
@@ -0,0 +1,14 @@
+---
+aliases: debian-linux, debianlinux
+created_by: Ian Murdock
+display_name: Debian
+github_url: https://github.com/debian
+logo: debian.png
+related: linux, ubuntu
+released: September 15, 1993
+short_description: Debian is a Linux based operating system.
+topic: debian
+url: https://www.debian.org
+wikipedia_url: https://en.wikipedia.org/wiki/Debian
+---
+Debian, also known as Debian Linux, is a GNU/Linux distribution composed of open source software, developed by the Debian Project.
diff --git a/topics/declarative-programming/index.md b/topics/declarative-programming/index.md
new file mode 100644
index 000000000000..7e41035f4ca3
--- /dev/null
+++ b/topics/declarative-programming/index.md
@@ -0,0 +1,8 @@
+---
+aliases: declarative-language
+topic: declarative-programming
+display_name: Declarative programming
+short_description: A style of solving problems by describing the target state instead of specifying the concrete steps.
+related: imperative-programming, imperative-language
+---
+Declarative programming is a programming paradigm characterized by describing the target state (or even just the problem itself in some cases) as opposed to specifying the concrete steps needed to reach that target state. The specific steps usually then get generated automatically at Compile Time.
diff --git a/topics/deep-learning/index.md b/topics/deep-learning/index.md
index 3d96279bb44c..bcd2db7d49dd 100644
--- a/topics/deep-learning/index.md
+++ b/topics/deep-learning/index.md
@@ -1,9 +1,8 @@
 ---
 aliases: deeplearning, deep-learning-tutorial, deep-learning-algorithms, deep-learning-papers
 display_name: Deep learning
-short_description: Deep Learning is an artificial neural network composed of many
-  layers.
+short_description: Deep learning is a subset of machine learning that uses multi-layered neural networks to learn representations from data.
 topic: deep-learning
 wikipedia_url: https://en.wikipedia.org/wiki/Deep_learning
 ---
-Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
+Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.
diff --git a/topics/deep-neural-networks/index.md b/topics/deep-neural-networks/index.md
new file mode 100644
index 000000000000..a32e92bcb450
--- /dev/null
+++ b/topics/deep-neural-networks/index.md
@@ -0,0 +1,9 @@
+---
+aliases: deep-neural-network
+display_name: Deep neural networks
+short_description: ANNs that are deep in the sense that they have many layers of hidden units between the input and output layers.
+topic: deep-neural-networks
+wikipedia_url: https://en.wikipedia.org/wiki/Deep_neural_networks
+---
+
+Deep neural networks (DNNs) are a class of artificial neural networks (ANNs) that are deep in the sense that they have many layers of hidden units between the input and output layers. Deep neural networks are a type of deep learning, which is a type of machine learning. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing.
diff --git a/topics/defold/defold.png b/topics/defold/defold.png
new file mode 100644
index 000000000000..aeeecd711aab
Binary files /dev/null and b/topics/defold/defold.png differ
diff --git a/topics/defold/index.md b/topics/defold/index.md
new file mode 100644
index 000000000000..e05631c942ac
--- /dev/null
+++ b/topics/defold/index.md
@@ -0,0 +1,14 @@
+---
+aliases: defold-engine, defold-game-engine, defold-module, defold-extension, defold-library
+created_by: Defold Foundation, originally by Christian Murray and Ragnar Svensson
+display_name: Defold
+github_url: https://github.com/defold
+logo: defold.png
+released: March 16, 2016
+short_description: A cross-platform game engine for high-performance games on desktop, mobile, web and consoles.
+topic: defold
+related: lua, game-developmment
+url: https://defold.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Defold
+---
+Defold is a free and source-available game engine with a focus on high-performance. It uses Lua, a scripting language, and allows you to create games for desktop, mobile, web, and console platforms.
\ No newline at end of file
diff --git a/topics/demo/index.md b/topics/demo/index.md
new file mode 100644
index 000000000000..517dedd4b844
--- /dev/null
+++ b/topics/demo/index.md
@@ -0,0 +1,8 @@
+---
+aliases: demos
+display_name: Demo
+short_description: A example of a product or system.
+topic: demo
+wikipedia_url: https://en.wikipedia.org/wiki/Technology_demonstration
+---
+A rough example or otherwise incomplete version of a conceivable product or future system.
\ No newline at end of file
diff --git a/topics/deno/index.md b/topics/deno/index.md
index 0c1828894280..a74a56b492cb 100644
--- a/topics/deno/index.md
+++ b/topics/deno/index.md
@@ -3,13 +3,13 @@ display_name: Deno
 topic: deno
 github_url: https://github.com/denoland
 logo: deno.png
-related: typescript, rust
+related: typescript, rust, javascript, nodejs, v8, webassembly, package-manager, event-driven-architecture, event-loop, tokio
 short_description: A secure runtime for JavaScript and TypeScript.
 url: https://deno.land
 wikipedia_url: https://en.wikipedia.org/wiki/Deno_(software)
 created_by: Ryan Dahl
 ---
-Deno is a JavaScript/TypeScript runtime with secure defaults and a great developer experience. It's built on V8, Rust, and Tokio.
+**Deno** is a JavaScript/TypeScript runtime with secure defaults and a great developer experience. It's built on V8, Rust, and Tokio.
 
 - Secure by default. No file, network, or environment access (unless explicitly enabled).
 - Supports TypeScript out of the box.
diff --git a/topics/dependency-injection/index.md b/topics/dependency-injection/index.md
new file mode 100644
index 000000000000..9e964d90c484
--- /dev/null
+++ b/topics/dependency-injection/index.md
@@ -0,0 +1,17 @@
+---
+aliases: dependency-injection-pattern
+topic: dependency-injection
+display_name: Dependency injection
+short_description: Dependency injection separates the depndency's implementation from the class that's using it by passing it in from outside.
+related: separation-of-concerns, loose-coupling, dependency-inversion-principle, inversion-of-control, constructor-injection, service-locator-pattern, dependency-injection-container
+wikipedia_url: https://en.wikipedia.org/wiki/Dependency_injection
+url: https://martinfowler.com/articles/injection.html
+created_by: Martin Fowler
+released: January 23, 2004
+---
+**Dependency injection** (**DI**) is an implementation of the [dependency inversion principle](/topics/dependency-inversion-principle) with the aim of [separation of concerns](/topics/separation-of-concerns) by separating the depndency's implementation from the class that's using it. That kind of abstraction makes it possible to have different implementations with the same public methods so the class using it, doesn't need to care which of the implementations is used. This is also especially useful for [unit testing](/topics/unit-testing).
+
+There are different types of dependency injection:
+* [constructor injection](/topics/constructor-injection)
+* [setter injection](/topics/setter-injection)
+* [interface injection](/topics/interface-injection)
diff --git a/topics/deployment/index.md b/topics/deployment/index.md
index 0fb5d0a10e62..dabc69e88d19 100644
--- a/topics/deployment/index.md
+++ b/topics/deployment/index.md
@@ -4,5 +4,6 @@ display_name: Deployment
 short_description: Streamline your code deployment so you can focus on your product.
 topic: deployment
 wikipedia_url: https://en.wikipedia.org/wiki/Software_deployment
+related: continuous-deployment, release-automation, cicd
 ---
-The general deployment process consists of several interrelated activities with possible transitions between them. These activities can occur at the producer side or at the consumer side or both.
+The general **deployment** process consists of several interrelated activities with possible transitions between them. These activities can occur at the producer side or at the consumer side or both.
diff --git a/topics/design-system/index.md b/topics/design-system/index.md
new file mode 100644
index 000000000000..be01de73b571
--- /dev/null
+++ b/topics/design-system/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Design system
+short_description: A design system is a way to have modular and reusable CSS components as well as a separation of concerns.
+topic: design-system
+related: css, design-token, style-guide, css-framework, ui, smacss
+wikipedia_url: https://en.wikipedia.org/wiki/Design_system
+---
+A **design system** is a way to have modular and reusable CSS components as well as a separation of concerns of designing and using this system, by, for examplr, using design tokens.
diff --git a/topics/desktop/index.md b/topics/desktop/index.md
new file mode 100644
index 000000000000..ddd4ddacdbce
--- /dev/null
+++ b/topics/desktop/index.md
@@ -0,0 +1,10 @@
+---
+aliases: desktop-computing, desktop-applications
+created_by: The desktop software community
+display_name: Desktop
+related: software-development, user-interface, operating-systems
+short_description: Desktop refers to software applications and environments designed for personal computers.
+topic: desktop
+wikipedia_url: https://en.wikipedia.org/wiki/Desktop_computer
+---
+**Desktop** computing involves the use of software applications and operating systems designed specifically for personal computers. This topic covers a wide range of desktop environments, applications, and technologies that enhance user interaction and productivity on personal computers. It includes discussions on the development of desktop applications, user interface design, and the integration of hardware and software to create efficient and user-friendly computing environments.
diff --git a/topics/deta-space/deta-space.png b/topics/deta-space/deta-space.png
new file mode 100644
index 000000000000..e179d0de7576
Binary files /dev/null and b/topics/deta-space/deta-space.png differ
diff --git a/topics/deta-space/index.md b/topics/deta-space/index.md
new file mode 100644
index 000000000000..adf7d52e444c
--- /dev/null
+++ b/topics/deta-space/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Deta Space
+github_url: https://github.com/deta/
+logo: deta-space.png
+short_description: '"Personal cloud" app marketplace and development/hosting platform.'
+topic: deta-space
+url: https://deta.space/
+---
+Deta Space allows users to develop apps and run their own private instances of apps, meaning "you'll have complete control over your apps and your data never leaves your own cloud".
diff --git a/topics/developer-experience/index.md b/topics/developer-experience/index.md
new file mode 100644
index 000000000000..10a0c3e44f36
--- /dev/null
+++ b/topics/developer-experience/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Developer experience
+aliases: dx
+short_description: Set of utilities, libraries or frameworks that help software engineers build productivity.
+topic: developer-experience
+---
+
+Developer experience, also abbreviated as DX means a set of utilities, libraries or frameworks that help software engineers build productivity surrounding their projects. A good DX helps developers ship features faster and more reliably.
diff --git a/topics/development/index.md b/topics/development/index.md
new file mode 100644
index 000000000000..a76b62710975
--- /dev/null
+++ b/topics/development/index.md
@@ -0,0 +1,10 @@
+---
+aliases: dev, software-dev
+created_by: The software development community
+display_name: Development
+related: software-engineering, programming, project-management
+short_description: Development refers to the process of creating and maintaining software applications.
+topic: development
+wikipedia_url: https://en.wikipedia.org/wiki/Software_development
+---
+**Development** refers to the systematic process of designing, coding, testing, and maintaining software applications. This topic encompasses various methodologies, tools, and practices used in the creation of software, including Agile, Waterfall, and DevOps. It highlights the importance of collaboration among developers, project managers, and stakeholders to deliver high-quality software that meets user needs. Development covers a wide range of activities from initial concept and requirements gathering to deployment and ongoing maintenance.
diff --git a/topics/devops/index.md b/topics/devops/index.md
index 366bef918037..8c853277d925 100644
--- a/topics/devops/index.md
+++ b/topics/devops/index.md
@@ -2,9 +2,9 @@
 aliases: dev-ops
 display_name: DevOps
 logo: devops.png
-related: ci, cd
+related: ci, cd, cicd, devsecops, gitops, chatops, test-automation, static-code-analysis, release-automation, infrastructure-as-code
 short_description: DevOps is a set of practices that combine software development (Dev) and IT operations (Ops).
 topic: devops
 wikipedia_url: https://en.wikipedia.org/wiki/DevOps
 ---
-DevOps is a set of practices that combine software development (Dev) and IT operations (Ops). It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
+**DevOps** is a set of practices that combine software development (Dev) and IT operations (Ops). It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
diff --git a/topics/digital-public-goods/index.md b/topics/digital-public-goods/index.md
new file mode 100644
index 000000000000..5b87a2d087f7
--- /dev/null
+++ b/topics/digital-public-goods/index.md
@@ -0,0 +1,8 @@
+---
+aliases: digital-public-good, dpg
+display_name: Digital Public Good
+short_description: A digital public good is an open source digital solution that does no harm and addresses global challenges for public benefit.
+topic: digital-public-goods
+wikipedia_url: https://en.wikipedia.org/wiki/Digital_public_goods
+---
+According to the UN Secretary General's Roadmap for Digital Cooperation, a Digital Public Good (DPG) is an open source software, open data, open AI systems, or open content collections that adhere to privacy and other applicable laws and best practices, do no harm, and help attain the Sustainable Development Goals (SDGs). To be classified as a DPG, a digital solution must conform to the nine indicators of the [DPG Standard](https://digitalpublicgoods.net/standard). The Digital Public Goods Alliance maintains a [registry](https://digitalpublicgoods.net/registry) of digital solutions officially vetted and recognized as digital public goods.
diff --git a/topics/digital-signage/index.md b/topics/digital-signage/index.md
new file mode 100644
index 000000000000..3a3981126f11
--- /dev/null
+++ b/topics/digital-signage/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Digital signage
+short_description: Tools for managing and displaying multimedia content on digital screens.
+topic: digital-signage
+wikipedia_url: https://en.wikipedia.org/wiki/Digital_signage
+---
+Digital signage is a segment of electronic signage that uses digital display technologies to present multimedia content in both public and private environments.
\ No newline at end of file
diff --git a/topics/discord-bot/index.md b/topics/discord-bot/index.md
new file mode 100644
index 000000000000..e282d69da33a
--- /dev/null
+++ b/topics/discord-bot/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Discord bot
+short_description: Programmable agents that automate tasks and provide interactive features within Discord servers.
+topic: discord-bot
+wikipedia_url: https://en.wikipedia.org/wiki/Discord_(software)
+---
+Discord bots are automated programs that interact with users on the Discord communication platform. Built using various APIs and libraries—such as discord.js, discord.py, or JDA—these bots can perform a wide range of functions, from server moderation and music playback to complex integrations with external web services and games.
diff --git a/topics/discord-bots/index.md b/topics/discord-bots/index.md
index b35409a8c9e3..42ab219ddc59 100644
--- a/topics/discord-bots/index.md
+++ b/topics/discord-bots/index.md
@@ -7,4 +7,4 @@ logo: discord-bots.png
 short_description: Discord Bots are extensions for the Discord chat app.
 url: https://discord.dev
 ---
-A bot is an automated Discord account. It utilizes the Discord API. They have a "BOT" tag next to their username. They can be added through the API. Bots typically follow a command structure, where a user sends a prefixed message or a slash command, and the bot reponds, though bots can work in many different ways.
+A bot is an automated Discord account. It utilizes the Discord API. They have a "BOT" tag next to their username. They can be added through the API. Bots typically follow a command structure, where a user sends a prefixed message or a slash command, and the bot responds, though bots can work in many different ways.
diff --git a/topics/disk-image/index.md b/topics/disk-image/index.md
new file mode 100644
index 000000000000..ca73a14924dc
--- /dev/null
+++ b/topics/disk-image/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Disk image
+topic: disk-image
+short_description: A disk image is a snapshot of a storage device's structure and mostly stored in (a) computer file(s) on another storage device.
+wikipedia_url: https://en.wikipedia.org/wiki/Disk_image
+---
+A disk image is a snapshot of a storage device's structure and data typically stored in one or more computer files on another storage device. Traditionally, disk images were bit-by-bit copies of every sector on a hard disk often created for digital forensic purposes, but it is now common to only copy allocated data to reduce storage space.
diff --git a/topics/dll-injector/index.md b/topics/dll-injector/index.md
new file mode 100644
index 000000000000..d20f6d981e7a
--- /dev/null
+++ b/topics/dll-injector/index.md
@@ -0,0 +1,8 @@
+---
+display_name: DLL Injector
+topic: dll-injector
+related: process-injection, code-injection
+short_description: A method or tool used to inject or run code within another process by means of a dynamic-link library (DLL).
+wikipedia_url: https://en.wikipedia.org/wiki/DLL_injection
+---
+DLL injection is a technique used in programming and hacking to run code within another process by injecting a dynamic-link library (DLL). This method is commonly utilized for legitimate purposes such as debugging, modifying functionalities, or enhancing features. However, it can also be misused for malicious purposes, such as creating unauthorized access to a system or application. Tools designed for DLL injection enable developers to test, analyze, and modify the behavior of a program without altering its original code. Understanding DLL injection and using it wisely can open doors to advanced programming possibilities and insights into software behavior.
diff --git a/topics/docker/index.md b/topics/docker/index.md
index 6ef0c332f349..bbe47283f35f 100644
--- a/topics/docker/index.md
+++ b/topics/docker/index.md
@@ -9,5 +9,6 @@ short_description: Docker is a platform built for developers to build and run ap
 topic: docker
 url: https://www.docker.com
 wikipedia_url: https://en.wikipedia.org/wiki/Docker_(software)
+related: container-image, containerization, docker-compose
 ---
-Docker is software that provides containers, which allows teams to emulate development environments. Docker began as an internal project, initially developed by dotCloud engineers.
+**Docker** is software that provides containers, which allows teams to emulate development environments. It began as an internal project, initially developed by dotCloud engineers.
diff --git a/topics/dockerfile/dockerfile.png b/topics/dockerfile/dockerfile.png
new file mode 100644
index 000000000000..a70757804330
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diff --git a/topics/dockerfile/index.md b/topics/dockerfile/index.md
new file mode 100644
index 000000000000..d845f7e26e72
--- /dev/null
+++ b/topics/dockerfile/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Dockerfile
+logo: dockerfile.png
+related: docker, docker-image
+aliases: docker-file
+short_description: A Dockerfile is a text document that contains commands to assemble a docker image.
+url: https://docs.docker.com/engine/reference/builder/
+topic: dockerfile
+---
+A Dockerfile is used to build Docker Images. It is a simple text file that consists of a set of instructions or commands that is executed by an automated build process in steps from top to bottom.
\ No newline at end of file
diff --git a/topics/documentation/index.md b/topics/documentation/index.md
index 646ee591b9a8..cf90253bc09c 100644
--- a/topics/documentation/index.md
+++ b/topics/documentation/index.md
@@ -5,5 +5,6 @@ short_description: Documentation is a set of information that describes a produc
   to its users.
 topic: documentation
 wikipedia_url: https://en.wikipedia.org/wiki/Software_documentation
+related: tutorial, man-page, documentation-as-code, docblock, doc-gen, api-documentation, knowledge-base, design-document
 ---
 Documentation is a set of information that describes a product to its users, including what it is, how it operates, and how to use it.
diff --git a/topics/dom/index.md b/topics/dom/index.md
new file mode 100644
index 000000000000..d304c20aceba
--- /dev/null
+++ b/topics/dom/index.md
@@ -0,0 +1,22 @@
+---
+aliases: dom-tree, dom-node, dom-element, dom-elements
+created_by: World Wide Web Consortium
+display_name: Document Object Model (DOM)
+github_url: https://github.com/whatwg/dom
+released: October 1, 1998
+short_description: DOM is a cross-platform and language-independent interface that treats an HTML or XML document as a tree structure.
+topic: dom
+url: https://dom.spec.whatwg.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Document_Object_Model
+related: shadow-dom, virtual-dom, html, xml, dhtml
+---
+**DOM** (short for **D**ocument **O**bject **M**odel) is a cross-platform and language-independent interface that treats an HTML or XML document as a tree structure wherein each node is an object representing a part of the document. The DOM represents a document with a logical tree. Each branch of the tree ends in a node, and each node contains objects. DOM methods allow programmatic access to the tree; with them one can change the structure, style or content of a document. Nodes can have event handlers (also known as event listeners) attached to them. Once an event is triggered, the event handlers get executed.
+
+The principal standardization of the DOM was handled by the World Wide Web Consortium (W3C), which last developed a recommendation in 2004. WHATWG took over the development of the standard, publishing it as a living document. The W3C now publishes stable snapshots of the WHATWG standard.
+
+In HTML DOM (Document Object Model), every element is a node:
+* A document is a document node.
+* All HTML elements are element nodes.
+* All HTML attributes are attribute nodes.
+* Text inserted into HTML elements are text nodes.
+* Comments are comment nodes.
diff --git a/topics/domain-driven-design/index.md b/topics/domain-driven-design/index.md
new file mode 100644
index 000000000000..654edc07a7f2
--- /dev/null
+++ b/topics/domain-driven-design/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Domain-driven design (DDD)
+short_description: Domain-driven design is a programming paradigm where code is separated into domains with distinct business logic.
+topic: domain-driven-design
+aliases: ddd
+related: clean-architecture, cqrs, event-sourcing, microservices
+wikipedia_url: https://en.wikipedia.org/wiki/Domain-driven_design
+---
+**Domain-driven design** (**DDD**) is is a programming paradigm where code is separated into domains with distinct business logic. This helps isolating relating logic and stick to each domain's objective.
+    
diff --git a/topics/dotenv/index.md b/topics/dotenv/index.md
new file mode 100644
index 000000000000..12b03fa5ffc5
--- /dev/null
+++ b/topics/dotenv/index.md
@@ -0,0 +1,8 @@
+---
+aliases: dot-env, env-file
+topic: dotenv
+display_name: .env
+short_description: .env is a file, used to store configuration values as key-value pairs, similar to the ini file format.
+related: ini, configuration-file, environment-variables
+---
+**.env** (**dotenv**) is a file, used to store configuration values as key-value pairs, similar to the ini file format. Since this file usually contains confidential information like credentials, it's commonly prevented from being tracked by version control.
diff --git a/topics/dotfiles/dotfiles.png b/topics/dotfiles/dotfiles.png
new file mode 100644
index 000000000000..a3b3347bfb59
Binary files /dev/null and b/topics/dotfiles/dotfiles.png differ
diff --git a/topics/dotfiles/index.md b/topics/dotfiles/index.md
new file mode 100644
index 000000000000..9374f3f539d7
--- /dev/null
+++ b/topics/dotfiles/index.md
@@ -0,0 +1,12 @@
+---
+aliases: dot-files
+display_name: "dotfiles"
+github_url: https://github.com/dotfiles
+logo: dotfiles.png
+short_description: Dotfiles are user-specific application configuration files.
+topic: dotfiles
+wikipedia_url: https://en.wikipedia.org/wiki/Hidden_file_and_hidden_directory#Unix_and_Unix-like_environments
+---
+Legend goes, that dotfiles were invented when `ls` used to skip files and directories starting with a `.` (dot). As a result, files that begin with such a character were not shown when listing using `ls` — i.e. it was a "hidden" file. Since dotfiles are usually user-specific, a predestined place for them is the `$HOME` directory.
+
+Commonly used files are for example: `.bashrc`, `.zshrc` or `.vimrc`.
diff --git a/topics/dotnet/dotnet.png b/topics/dotnet/dotnet.png
index de710d614c9e..c0f1f6f9c025 100644
Binary files a/topics/dotnet/dotnet.png and b/topics/dotnet/dotnet.png differ
diff --git a/topics/dragonruby/dragonruby.png b/topics/dragonruby/dragonruby.png
new file mode 100644
index 000000000000..8bc8439c5599
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diff --git a/topics/dragonruby/index.md b/topics/dragonruby/index.md
new file mode 100644
index 000000000000..5d8ebf4131d6
--- /dev/null
+++ b/topics/dragonruby/index.md
@@ -0,0 +1,13 @@
+---
+aliases: dragonruby-gtk, dragonrubygtk
+created_by: Amir Rajan and Ryan C. Gordon
+display_name: DragonRuby Game Toolkit
+github_url: https://github.com/dragonruby
+logo: dragonruby.png
+related: ruby, game-engine, game-development
+released: 2019
+short_description: A perfomant, cross-platform 2D game engine.
+topic: dragonruby
+url: https://dragonruby.org/
+---
+DragonRuby is a perfomant, cross-platform 2D game engine that's indie-focused, productive and easy to use. It uses Ruby as a scripting language and targets desktop, mobile, web, and console platforms.
diff --git a/topics/drupal/drupal.png b/topics/drupal/drupal.png
new file mode 100644
index 000000000000..4d67800b2574
Binary files /dev/null and b/topics/drupal/drupal.png differ
diff --git a/topics/drupal/index.md b/topics/drupal/index.md
new file mode 100644
index 000000000000..be283c5c0efe
--- /dev/null
+++ b/topics/drupal/index.md
@@ -0,0 +1,13 @@
+---
+aliases: drupal7, drupal8, drupal9, drupal10
+created_by: Dries Buytaert
+display_name: Drupal
+github_url: https://github.com/drupal
+logo: drupal.png
+released: January 15, 2001
+short_description: Drupal is a free and opensource web content management system written in PHP and distributed under the GNU General Public License.
+topic: drupal
+url: https://www.drupal.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Drupal
+---
+Drupal is a free and opensource web content management system (CMS) written in PHP and distributed under the GNU General Public License.Drupal provides an opensource backend framework for at least 14% of the top 10,000 websites worldwide and 1.2% of the top 10 million websitesranging from personal blogs to corporate, political, and government sites.Systems also use Drupal for knowledge management and for business collaboration.
diff --git a/topics/ebpf/ebpf.png b/topics/ebpf/ebpf.png
new file mode 100644
index 000000000000..61571d441ae4
Binary files /dev/null and b/topics/ebpf/ebpf.png differ
diff --git a/topics/ebpf/index.md b/topics/ebpf/index.md
new file mode 100644
index 000000000000..c858ae5def04
--- /dev/null
+++ b/topics/ebpf/index.md
@@ -0,0 +1,12 @@
+---
+topic: ebpf
+display_name: eBPF
+released: 2014
+logo: ebpf.png
+created_by: Alexei Starovoitov, Daniel Borkmann
+short_description: eBPF is a technology that can run sandboxed programs in a privileged context such as the operating system kernel.
+url: https://ebpf.io/
+wikipedia_url: https://en.wikipedia.org/wiki/EBPF
+---
+eBPF is a technology that can run sandboxed programs in a privileged context such as the operating system kernel.
+It is used to safely and efficiently extend the capabilities of the kernel at runtime without requiring to change kernel source code or load kernel modules.
diff --git a/topics/ecmascript/index.md b/topics/ecmascript/index.md
index eae7b67e7aea..4af776a076fa 100644
--- a/topics/ecmascript/index.md
+++ b/topics/ecmascript/index.md
@@ -4,9 +4,11 @@ created_by: Brendan Eich, Ecma International
 display_name: ECMAScript
 github_url: https://github.com/tc39
 logo: ecmascript.png
-short_description: ECMAScript is the standards organization behind JavaScript.
+short_description: ECMAScript is the language standard behind JavaScript and other, similar languages.
 topic: ecmascript
 url: http://www.ecma-international.org/
 wikipedia_url: https://en.wikipedia.org/wiki/ECMAScript
+related: ecma-262, javascript, js, actionscript, jscript, qtscript, inscript, google-apps-script, nodejs
+released: June 1997
 ---
-ECMAScript is the standardization of the family of scripting languages that includes JavaScript. New versions of the standard are released every year.
+**ECMAScript** is the standardization of the family of scripting languages that includes JavaScript. New versions of the standard are released every year. It is standardized by Ecma International. ECMAScript is commonly used for client-side scripting on the World Wide Web, and it is increasingly being used to write server-side applications and services using Node.js and other runtime environments. The ECMAScript language includes [structured](https://github.com/topics/structured-programming), [dynamic](https://github.com/topics/dynamic-programmng), [functional](https://github.com/topics/functional-programming), and prototype-based features.
diff --git a/topics/edi/index.md b/topics/edi/index.md
new file mode 100644
index 000000000000..09df5b057c1c
--- /dev/null
+++ b/topics/edi/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Electronic data interchange
+related: edifact, x12, tradacoms, un-edifact, ansi-x12
+short_description: EDI, which stands for electronic data interchange, is the intercompany communication of business documents in a standard format.
+topic: edi
+wikipedia_url: https://en.wikipedia.org/wiki/Electronic_data_interchange
+---
+Electronic data interchange (EDI) is the concept of businesses electronically communicating information that was traditionally communicated on paper, such as purchase orders, advance ship notices, and invoices. Technical standards for EDI exist to facilitate parties transacting such instruments without having to make special arrangements. 
diff --git a/topics/education/index.md b/topics/education/index.md
new file mode 100644
index 000000000000..b1df4f6b181a
--- /dev/null
+++ b/topics/education/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Education
+short_description: The act or process of imparting or acquiring particular knowledge or skills, as for a profession.
+topic: education
+wikipedia_url: https://en.wikipedia.org/wiki/Education
+---
+Education is a purposeful activity directed at achieving certain aims, such as transmitting knowledge or fostering skills and character traits.
diff --git a/topics/edupage/index.md b/topics/edupage/index.md
new file mode 100644
index 000000000000..9994edd25f5e
--- /dev/null
+++ b/topics/edupage/index.md
@@ -0,0 +1,10 @@
+---
+aliases: asc
+display_name: EduPage
+short_description: Everything from Teacher's agenda to Student's Homework.
+topic: edupage
+created_by: asc Applied Software Consultants, s.r.o.
+related: school
+url: https://www.edupage.org
+---
+EduPage is a cloud based school management system, electronic student assignment system and student grading system. It's used in more than 173 countries and +150k schools.
diff --git a/topics/eeg/index.md b/topics/eeg/index.md
new file mode 100644
index 000000000000..6d649c07d618
--- /dev/null
+++ b/topics/eeg/index.md
@@ -0,0 +1,8 @@
+---
+aliases: electroencephalography
+display_name: EEG
+short_description: Electroencephalography (EEG) - a method for non-invasive recording of brain activity.
+topic: eeg
+wikipedia_url: https://en.wikipedia.org/wiki/Electroencephalography
+---
+Electroencephalography (EEG) is a non-invasive method for recording electrical activity in the brain, first performed on humans by Hans Berger in 1924 [(Berger, 1929)](https://link.springer.com/article/10.1007/BF01797193).
diff --git a/topics/effector/index.md b/topics/effector/index.md
index 92304030809d..d8848c450a53 100644
--- a/topics/effector/index.md
+++ b/topics/effector/index.md
@@ -8,6 +8,6 @@ related: react, javascript, typescript
 released: June 2019
 short_description: Effector is an effective multi-store state manager for JavaScript applications.
 topic: effector
-url: https://effector.now.sh
+url: https://effector.dev
 ---
 Effector allows you to manage data in complex applications without the risk of inflating the monolithic central store, with clear control flow, good type support and high capacity API.
diff --git a/topics/egui/index.md b/topics/egui/index.md
new file mode 100644
index 000000000000..8be883dcb65d
--- /dev/null
+++ b/topics/egui/index.md
@@ -0,0 +1,14 @@
+---
+topic: egui
+aliases: egui-rs, egui-rust
+related: iced, iced-rs
+created_by: Emil Ernerfeldt
+display_name: egui
+github_url: https://github.com/emilk/egui/
+short_description: egui (pronounced "e-gooey") is a simple, fast, and highly portable immediate mode GUI library for Rust. 
+---
+egui (pronounced "e-gooey") is a simple, fast, and highly portable immediate mode GUI library for Rust. egui runs on the web, natively, and in your favorite game engine.
+
+egui aims to be the easiest-to-use Rust GUI library, and the simplest way to make a web app in Rust.
+
+egui can be used anywhere you can draw textured triangles, which means you can easily integrate it into your game engine of choice.
diff --git a/topics/einstein-problem/einstein-problem.png b/topics/einstein-problem/einstein-problem.png
new file mode 100644
index 000000000000..49c56561d7cf
Binary files /dev/null and b/topics/einstein-problem/einstein-problem.png differ
diff --git a/topics/einstein-problem/index.md b/topics/einstein-problem/index.md
new file mode 100644
index 000000000000..4d3b63c0721d
--- /dev/null
+++ b/topics/einstein-problem/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Einstein problem
+logo: einstein-problem.png
+related: tridecco
+short_description: The Einstein problem seeks a single tile shape that can tessellate a plane only nonperiodically, known as an "einstein".
+topic: einstein-problem
+wikipedia_url: https://en.wikipedia.org/wiki/Einstein_problem
+---
+
+The Einstein problem in plane geometry involves finding a single prototile that can tessellate a plane only in a nonperiodic way, known as an "einstein." This term plays on the German phrase "ein Stein," meaning "one stone." The strictest form of this problem was solved in 2023, extending the exploration of nonperiodic tiling and related geometric concepts.
diff --git a/topics/ejs/index.md b/topics/ejs/index.md
index 464a7718b1d0..94c756e85ccd 100644
--- a/topics/ejs/index.md
+++ b/topics/ejs/index.md
@@ -1,10 +1,12 @@
 ---
 display_name: EJS
+aliases: ejs-templating
 short_description: JavaScript templating language.
 topic: ejs
 url: https://ejs.co
-related: javascript
+related: javascript, jinja2, liquid, templating, handlebars, mustache-js, pug, nunjucks
+created_by: Matthew Eernisse, Tiancheng “Timothy” Gu
+github_url: https://github.com/mde/ejs
+released: February 6, 2015
 ---
-EJS is a templating language that allows JavaScript to be integrated into the creation of HTML files through embedded statements.
-It unifies the two languages to assist the creation of complex HTML documents at build time.
-EJS uses vanilla JavaScript so that a minimal amount of new knowledge is needed to use it.
+**EJS** (**E**mbedded **J**ava**S**cript templating). is a templating language that allows JavaScript to be integrated into the creation of HTML files through embedded statements. It unifies the two languages to assist the creation of complex HTML documents at build time. EJS uses vanilla JavaScript so that a minimal amount of new knowledge is needed to use it.
diff --git a/topics/eksisozluk/eksisozluk.png b/topics/eksisozluk/eksisozluk.png
new file mode 100644
index 000000000000..19ec3798f759
Binary files /dev/null and b/topics/eksisozluk/eksisozluk.png differ
diff --git a/topics/eksisozluk/index.md b/topics/eksisozluk/index.md
new file mode 100644
index 000000000000..0b5ad301255d
--- /dev/null
+++ b/topics/eksisozluk/index.md
@@ -0,0 +1,13 @@
+---
+aliases: eksi-sozluk, eksi
+created_by: Sedat Kapanoglu
+display_name: Ekşi Sözlük
+logo: eksisozluk.png
+released: February 15, 1999
+short_description: A popular Turkish social platform.
+topic: eksisozluk
+url: https://eksisozluk.com
+wikipedia_url: https://en.wikipedia.org/wiki/Ek%C5%9Fi_S%C3%B6zl%C3%BCk
+---
+**Ekşi Sözlük** is one of the oldest and the most popular Turkish social platforms in the world. 
+It was founded by Sedat Kapanoglu in 1999, and has later grown into most popular web platforms in Türkiye.
\ No newline at end of file
diff --git a/topics/elasticsearch/index.md b/topics/elasticsearch/index.md
index 8767b6195ead..b94ff174c370 100644
--- a/topics/elasticsearch/index.md
+++ b/topics/elasticsearch/index.md
@@ -9,4 +9,3 @@ url: https://www.elastic.co/
 wikipedia_url: https://en.wikipedia.org/wiki/Elasticsearch
 ---
 Elasticsearch is a distributed, open source search and analytics engine for all types of data, including textual, numerical, geospatial, structured, and unstructured. Elasticsearch is built on Apache Lucene and was first released in 2010 by Elasticsearch N.V. (now known as Elastic).
-
diff --git a/topics/electron/index.md b/topics/electron/index.md
index f72c3550b0cb..c8693c486424 100644
--- a/topics/electron/index.md
+++ b/topics/electron/index.md
@@ -1,10 +1,10 @@
 ---
-aliases: electronjs
+aliases: electronjs, atom-shell
 created_by: GitHub
 display_name: Electron
 github_url: https://github.com/electron/electron
 logo: electron.png
-related: electron-app, electron-application
+related: electron-app, electron-application, tauri, nativephp, pwa, qt, hta, cross-platform, wails
 released: July 15, 2013
 short_description: Electron is a framework for building cross-platform desktop applications
   with web technology.
@@ -12,4 +12,4 @@ topic: electron
 url: http://electronjs.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Electron_(software_framework)
 ---
-Electron is a desktop application framework developed by GitHub and created by Cheng Zhao. It allows for the development of desktop applications using front- and back-end infrastructure such as HTML, CSS, and JavaScript.
+**Electron** is a desktop application framework developed by GitHub and created by Cheng Zhao. It allows for the development of desktop applications using front- and back-end infrastructure such as HTML, CSS, and JavaScript.
diff --git a/topics/eleventy/index.md b/topics/eleventy/index.md
index b90c9815caf7..cfdae19089ea 100644
--- a/topics/eleventy/index.md
+++ b/topics/eleventy/index.md
@@ -4,10 +4,10 @@ created_by: Zach Leatherman
 display_name: Eleventy
 github_url: https://github.com/11ty
 logo: eleventy.png
-related: static-site-generator
+related: static-site-generator, jekyll, hugo, hexo, gatsby, nuxt, nextjs, bridgetown, astrojs, sveltekit
 released: December 20, 2017
 short_description: A simple static site generator for JavaScript.
 topic: eleventy
 url: https://11ty.dev
 ---
-Eleventy is a JavaScript-based alternative to Jekyll, built by [@zachleat](https://twitter.com/zachleat). It can transform template files of various formats into HTML. Eleventy's mascot is an opossum suspended by a red baloon.
+**Eleventy** (stylized as **11ty**) is a JavaScript-based alternative to Jekyll, built by [@zachleat](https://twitter.com/zachleat). It can transform template files of various formats into HTML. Eleventy's mascot is an opossum suspended by a red balloon.
diff --git a/topics/elixir/elixir.png b/topics/elixir/elixir.png
index bd909f89858e..5cf815402534 100644
Binary files a/topics/elixir/elixir.png and b/topics/elixir/elixir.png differ
diff --git a/topics/eloquent/index.md b/topics/eloquent/index.md
new file mode 100644
index 000000000000..a5caa78bdc6d
--- /dev/null
+++ b/topics/eloquent/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Eloquent ORM
+short_description: Eloquent is an ORM which is part of the Laravel framework.
+aliases: eloquent-orm
+topic: eloquent
+related: laravel, orm, moloquent
+url: https://laravel.com/docs/eloquent
+---
+**Eloquent** is an ORM which is part of the Laravel framework. When using Eloquent, each database table has a corresponding "Model" that is used to interact with that table. Eloquent models are usually stored in `app/Models` and extend from Laravel's model base class `Illuminate\Database\Eloquent\Model`. In addition to retrieving records from the database table, Eloquent models allow you to insert, update, and delete records from the table as well.
diff --git a/topics/ember/index.md b/topics/ember/index.md
index 85595450d764..dc398e8abf40 100644
--- a/topics/ember/index.md
+++ b/topics/ember/index.md
@@ -9,5 +9,6 @@ short_description: Ember is a framework for creating web applications.
 topic: ember
 url: https://www.emberjs.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Ember.js
+related: javascript, angular, vue, react, svelte, backbone
 ---
 Ember is a JavaScript framework that uses a Component <-> Service approach to building applications. It is mainly used to build web-based applications, but can also be ported over to build desktop applications.
diff --git a/topics/emqx/emqx.png b/topics/emqx/emqx.png
new file mode 100644
index 000000000000..71d35575d5f4
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diff --git a/topics/emqx/index.md b/topics/emqx/index.md
new file mode 100644
index 000000000000..76732df48f6c
--- /dev/null
+++ b/topics/emqx/index.md
@@ -0,0 +1,12 @@
+---
+aliases: emq, emqtt
+created_by: EMQ Technologies
+display_name: EMQX
+github_url: https://github.com/emqx
+logo: emqx.png
+released: January 8, 2015
+short_description: EMQX is a scalable open source MQTT broker for IoT, IIoT, and connected vehicles.
+topic: emqx
+url: https://www.emqx.com/en
+---
+EMQX is a scalable and popular open source MQTT broker with a high performance that connects 100M+ IoT devices in 1 cluster at 1ms latency. 
diff --git a/topics/endless-sky-plugins/endless-sky-plugins.png b/topics/endless-sky-plugins/endless-sky-plugins.png
new file mode 100644
index 000000000000..c6bbc2613a63
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diff --git a/topics/endless-sky-plugins/index.md b/topics/endless-sky-plugins/index.md
new file mode 100644
index 000000000000..6640bb1a54dd
--- /dev/null
+++ b/topics/endless-sky-plugins/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Endless Sky Plugins
+logo: endless-sky-plugins.png
+short_description: List of plugins for [Endless Sky](https://github.com/endless-sky/endless-sky).
+topic: endless-sky-plugins
+---
+Community-created plugins for [Endless Sky](https://github.com/endless-sky/endless-sky). These plugins do all types of things except for change the code.
diff --git a/topics/endless-sky/endless-sky.png b/topics/endless-sky/endless-sky.png
new file mode 100644
index 000000000000..f549719b3552
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diff --git a/topics/endless-sky/index.md b/topics/endless-sky/index.md
new file mode 100644
index 000000000000..602d55058a6b
--- /dev/null
+++ b/topics/endless-sky/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Endless Sky
+logo: endless-sky.png
+short_description: Space exploration, trading, and combat game.
+topic: endless-sky
+url: https://github.com/endless-sky/endless-sky
+wikipedia_url: https://en.wikipedia.org/wiki/Endless_Sky
+---
+Explore other star systems. Earn money by trading, carrying passengers, or completing missions. Use your earnings to buy a better ship or to upgrade the weapons and engines on your current one. Blow up pirates. Take sides in a civil war. Or leave human space behind and hope to find some friendly aliens whose culture is more civilized than your own...
diff --git a/topics/ensisa/ensisa.png b/topics/ensisa/ensisa.png
new file mode 100644
index 000000000000..e3839a2ced41
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diff --git a/topics/ensisa/index.md b/topics/ensisa/index.md
new file mode 100644
index 000000000000..6e6c58c3771d
--- /dev/null
+++ b/topics/ensisa/index.md
@@ -0,0 +1,8 @@
+---
+display_name: ENSISA
+logo: ensisa.png
+short_description: ENSISA - École nationale supérieure d'ingénieurs Sud-Alsace.
+topic: ensisa
+url: https://www.ensisa.uha.fr
+---
+ENSISA is a french engineering school located in Mulhouse, France. Here are some projects made by students.
diff --git a/topics/entity-resolution/index.md b/topics/entity-resolution/index.md
new file mode 100644
index 000000000000..c654c112b571
--- /dev/null
+++ b/topics/entity-resolution/index.md
@@ -0,0 +1,12 @@
+---
+aliases: entity-matching, entity-linking, link-discovery, deduplication, de-duplication, data-matching,  record-linkage, data-disambigation
+created_by: Halbert L. Dunn
+display_name: Entity resolution
+released: 1946
+short_description: Entity Resolution is the task of detecting different entity profiles that describe the same real-world objects.
+topic: entity-resolution
+related: artificial-intelligence, nlp
+github_url: https://github.com/entity-resolution
+wikipedia_url: https://en.wikipedia.org/wiki/Record_linkage
+---
+Entity resolution (also known as data matching, data linkage, record linkage, and many other terms) is the task of finding entities in a dataset that refer to the same entity across different data sources (e.g., data files, books, websites, and databases). Entity resolution is necessary when joining different data sets based on entities that may or may not share a common identifier (e.g., database key, URI, National identification number), which may be due to differences in record shape, storage location, or curator style or preference.
\ No newline at end of file
diff --git a/topics/error-propagation/index.md b/topics/error-propagation/index.md
new file mode 100644
index 000000000000..e944fb9fcec0
--- /dev/null
+++ b/topics/error-propagation/index.md
@@ -0,0 +1,12 @@
+---
+aliases: uncertainty-propagation
+display_name: Error Propagation
+related: measurement
+short_description: Error propagation is the analysis of how variables' uncertainties affect the resulting uncertainty of functions that involve them.
+topic: error-propagation
+wikipedia_url: https://en.wikipedia.org/wiki/Propagation_of_uncertainty
+---
+
+Error (or uncertainty) propagation is the practice of analyzing and accounting for the effect of numeric quantities' uncertainties on the results of functions that involve them.
+
+When variables used in a function or mathematical operation have errors (due to [measurement uncertainties](https://en.wikipedia.org/wiki/Observational_error), [random fluctuations](https://en.wikipedia.org/wiki/Statistical_fluctuations), sample variance, etc.), error propagation can be used to determine the resulting error of the function's output.
\ No newline at end of file
diff --git a/topics/esolang/index.md b/topics/esolang/index.md
index 96ee09fa4f1e..15a9756a86db 100644
--- a/topics/esolang/index.md
+++ b/topics/esolang/index.md
@@ -8,7 +8,7 @@ url: https://esolangs.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Esoteric_programming_language
 ---
 An esoteric programming language, or "esolang", is a computer programming language
-intended to entertain or confuse, to be a joke or to exlore new concepts.
+intended to entertain or confuse, to be a joke or to explore new concepts.
 Esolangs may be minimalistic or, conversely, bloated.
 Often an esolang has features that made it harder to use on purpose.
 Esolangs are mostly not designed for serious use, unlike mainstream languages.
diff --git a/topics/esp32/index.md b/topics/esp32/index.md
new file mode 100644
index 000000000000..b629c52c60e7
--- /dev/null
+++ b/topics/esp32/index.md
@@ -0,0 +1,12 @@
+---
+aliases: esp32s2, esp32s3, esp32c3
+created_by: Espressif Systems
+display_name: ESP32
+github_url: https://github.com/espressif
+short_description: A feature-rich microcontroller with integrated Wi-Fi and Bluetooth connectivity.
+topic: esp32
+url: https://www.espressif.com/en/products/socs/esp32
+wikipedia_url: https://en.wikipedia.org/wiki/ESP32
+---
+
+ESP32 is a series of low-cost, low-power system on a chip microcontrollers with integrated Wi-Fi and dual-mode Bluetooth. It is a successor to the ESP8266 microcontroller. Widely used in hobby projects to large scale industrial applications.
diff --git a/topics/esp8266/index.md b/topics/esp8266/index.md
new file mode 100644
index 000000000000..5702b91546bd
--- /dev/null
+++ b/topics/esp8266/index.md
@@ -0,0 +1,11 @@
+---
+created_by: Espressif Systems
+display_name: ESP8266
+github_url: https://github.com/espressif
+short_description: A cost-effective and highly integrated Wi-Fi microcontroller for IoT applications.
+topic: esp8266
+url: https://www.espressif.com/en/products/socs/esp8266
+wikipedia_url: https://en.wikipedia.org/wiki/ESP8266
+---
+
+The ESP8266 is a low-cost Wi-Fi microchip, with highly integrated chip designed to provide full internet connectivity and microcontroller capability in a small package. Perfectly suited for DIY projects in the Internet of Things (IoT) and automation fields.
diff --git a/topics/esprit/esprit.png b/topics/esprit/esprit.png
new file mode 100644
index 000000000000..e9756e448e9f
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diff --git a/topics/esprit/index.md b/topics/esprit/index.md
new file mode 100644
index 000000000000..6167ce476e68
--- /dev/null
+++ b/topics/esprit/index.md
@@ -0,0 +1,15 @@
+---
+created_by: Tahar Ben Lakhdar
+display_name: ESPRIT
+logo: esprit.png
+related: university
+github_url: https://github.com/Esprit-UP-ASI
+short_description: ESPRIT, is a private engineering school in Tunisia.
+released: March 1, 2003
+url: https://www.esprit.tn/
+topic: esprit
+wikipedia_url: https://en.wikipedia.org/wiki/ESPRIT_(School)
+---
+École supérieure privée d'ingénierie et de technologie (the Private Graduate School of Engineering and Technology) or ESPRIT is a private engineering school in Tunisia based in Ariana. ESPRIT also has a business school branch, the ESPRIT Business School.
+Since 2020, it has been part of the Honoris United Universities group.
+In 2021, Entreprises Magazine ranks ESPRIT, Tunisia’s first engineering school.
diff --git a/topics/evergreen-ils/evergreen-ils.png b/topics/evergreen-ils/evergreen-ils.png
new file mode 100644
index 000000000000..9686eb127b3e
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diff --git a/topics/evergreen-ils/index.md b/topics/evergreen-ils/index.md
new file mode 100644
index 000000000000..9ffacf673958
--- /dev/null
+++ b/topics/evergreen-ils/index.md
@@ -0,0 +1,14 @@
+---
+topic: evergreen-ils
+aliases: evergreenils
+display_name: Evergreen ILS
+short_description: Open source integrated library system used by consortia and libraries worldwide.
+url: https://evergreen-ils.org/
+github_url: https://github.com/evergreen-library-system/Evergreen
+wikipedia_url: https://en.wikipedia.org/wiki/Evergreen_(software)
+released: September 2006
+created_by: Georgia Public Library Service
+related: ils, integrated-library-system, library-management-system, library-software, koha, folio-lsp
+logo: evergreen-ils.png
+---
+Evergreen is an open source integrated library system (ILS) designed for public, academic, and consortial libraries. It powers large statewide catalogs and thousands of libraries by providing circulation, cataloging, acquisitions, serials, reporting, and a patron-facing catalog. Evergreen is built on PostgreSQL and the OpenSRF service framework, with web-based staff and public interfaces. The project is community-governed, released under GPL-2.0-or-later, and welcomes contributions across code, documentation, translation, and operations. Learn more on the project site, explore the documentation and wiki, and connect via the community links.
diff --git a/topics/example/index.md b/topics/example/index.md
new file mode 100644
index 000000000000..40a129d1b2ed
--- /dev/null
+++ b/topics/example/index.md
@@ -0,0 +1,7 @@
+---
+aliases: examples
+display_name: Example
+short_description: A representation of something.
+topic: example
+---
+A particular instance of something that is a representative of a group, or an illustration of somethign that's been generally described.
\ No newline at end of file
diff --git a/topics/exploit/index.md b/topics/exploit/index.md
new file mode 100644
index 000000000000..e79cbb7cba8b
--- /dev/null
+++ b/topics/exploit/index.md
@@ -0,0 +1,10 @@
+---
+aliases: exploits, vulnerability-exploit
+created_by: The cybersecurity community
+display_name: Exploit
+related: hacking, cybersecurity, penetration-testing, vulnerability-assessment
+short_description: An exploit is a piece of code or technique used to take advantage of a security vulnerability.
+topic: exploit
+wikipedia_url: https://en.wikipedia.org/wiki/Exploit_(computer_security)
+---
+**Exploit** refers to a piece of code or technique that takes advantage of a security vulnerability in a system, application, or network to cause unintended behavior. Exploits can be used by attackers to gain unauthorized access, escalate privileges, execute arbitrary code, or cause a denial of service. This topic covers the various types of exploits, such as zero-day exploits, remote code execution, and privilege escalation. It also explores the lifecycle of an exploit, from discovery and development to deployment and mitigation, and highlights the importance of vulnerability management and patching in preventing exploits.
diff --git a/topics/express/index.md b/topics/express/index.md
index 729a2d4c6627..ebcc8673096a 100644
--- a/topics/express/index.md
+++ b/topics/express/index.md
@@ -9,5 +9,6 @@ short_description: Express is a minimal Node.js framework for web and mobile app
 topic: express
 url: https://expressjs.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Express.js
+related: nodejs, mern, mevn, mean, meteor, next
 ---
-Express.js is a simple Node.js framework for single, multi-page, and hybrid web applications.
+**Express.js** is a simple Node.js framework for single, multi-page, and hybrid web applications.
diff --git a/topics/extension/index.md b/topics/extension/index.md
new file mode 100644
index 000000000000..8557553a1dec
--- /dev/null
+++ b/topics/extension/index.md
@@ -0,0 +1,22 @@
+---
+aliases: extensions, plugin, plugins
+created_by: "The software community"
+display_name: Extension
+related: software-development, web-plugins, browser-extensions
+short_description: "Extension enhance functionalities of software, allowing custom additions."
+topic: extension
+wikipedia_url: https://en.wikipedia.org/wiki/Browser_extension
+---
+Extensions are software components that add specific capabilities to a larger software application. They enable users to customize and enhance their software environments in various domains, including web browsers, development IDEs, and operating systems. Extensions can range from simple UI tweaks to adding sophisticated new features. They play a crucial role in tailoring software solutions to individual needs, fostering a richer and more productive user experience.
+
+### Why Extensions Matter
+
+Extensions allow for greater flexibility and personalization of software tools, empowering users to adapt tools according to their specific workflow and preferences. They encourage a vibrant ecosystem around software products where third-party developers can contribute valuable functionality that benefits the entire user community.
+
+### Common Uses of Extensions
+
+- **Browser Extensions**: Enhance your web browsing experience with ad-blockers, password managers, and more.
+- **IDE Plugins**: Integrate advanced coding tools, linters, and language support into development environments.
+- **Operating System Extensions**: Customize OS features, improve accessibility, and optimize system operations.
+
+For developers, understanding and leveraging extensions can lead to better software design and more engaging user interfaces. For users, extensions provide a path to a more personalized and efficient toolset.
diff --git a/topics/f-droid/index.md b/topics/f-droid/index.md
index ba821ac9d543..57fc3b6c612e 100644
--- a/topics/f-droid/index.md
+++ b/topics/f-droid/index.md
@@ -1,10 +1,14 @@
 ---
 topic: f-droid
 aliases: fdroid
+created_by: F-Droid Team
+github_url: https://github.com/f-droid/fdroidclient
 display_name: F-Droid
 logo: f-droid.png
+released: September 29, 2010
+related: android, app-store, aptoide, apk, libre-software, foss
 short_description: F-Droid is an installable catalogue of FOSS applications for the Android platform.
 url: https://f-droid.org/
 wikipedia_url: https://en.wikipedia.org/wiki/F-Droid
 ---
-F-Droid is an installable catalogue of FOSS (Free and open source software) applications for the Android platform.
+Started in 2010, **F-Droid** is an installable catalogue of FOSS (Free and open source software) applications for the Android platform. It's both a repository of FOSS apps, along with an Android client to perform installations and updates of apps.
diff --git a/topics/facebook/index.md b/topics/facebook/index.md
index c0cb47a66c7b..1d83fdff65c0 100644
--- a/topics/facebook/index.md
+++ b/topics/facebook/index.md
@@ -1,9 +1,9 @@
 ---
-aliases: fb
+aliases: fb, facebook-api, facebook-graph-api
 created_by: Mark Zuckerberg, Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes
 display_name: Facebook
 logo: facebook.png
-related: react, social-media
+related: react, social-media, graphql
 github_url: https://github.com/facebook
 short_description: Facebook helps to connect and share things with the people you care about.
 released: February 4, 2004
@@ -11,4 +11,4 @@ url: https://www.facebook.com/
 topic: facebook
 wikipedia_url: https://en.wikipedia.org/wiki/Facebook
 ---
-Facebook is an online social media and social networking service owned by Facebook, Inc. It can be accessed from devices with Internet connectivity, such as personal computers, tablets and smartphones. After registering, users can create a profile revealing information about themselves. They can post text, photos and multimedia which are shared with any other users who have agreed to be their "friend" or, with different privacy settings, publicly.
+Facebook is an online social media and social networking service owned by Meta Platforms, Inc. It can be accessed from devices with Internet connectivity, such as personal computers, tablets and smartphones. After registering, users can create a profile revealing information about themselves. They can post text, photos and multimedia which are shared with any other users who have agreed to be their "friend" or, with different privacy settings, publicly.
diff --git a/topics/factorio/factorio.png b/topics/factorio/factorio.png
new file mode 100644
index 000000000000..f4aed6ab2aec
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diff --git a/topics/factorio/index.md b/topics/factorio/index.md
new file mode 100644
index 000000000000..70ccea04b8e2
--- /dev/null
+++ b/topics/factorio/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Wube Software
+display_name: Factorio
+logo: factorio.png
+github_url: https://github.com/wube
+short_description: Factorio is a game in which you build and maintain factories.
+released: August 14, 2020
+url: https://www.factorio.com/
+topic: factorio
+wikipedia_url: https://en.wikipedia.org/wiki/Factorio
+---
+Factorio is a game in which you build and maintain factories. You will be mining resources, researching technologies, building infrastructure, automating production and fighting enemies. Add mods to increase your enjoyment, from small tweak and helper mods to complete game overhauls, Factorio's ground-up Modding support has allowed content creators from around the world to design interesting and innovative features. The game runs on Microsoft Windows, macOS and Linux.
diff --git a/topics/fair-source/index.md b/topics/fair-source/index.md
new file mode 100644
index 000000000000..f11fb3c63685
--- /dev/null
+++ b/topics/fair-source/index.md
@@ -0,0 +1,11 @@
+---
+created_by: Chad Whitacre and Quinn Slack
+display_name: Fair Source
+related: open-source, foss
+github_url: https://github.com/fairsource
+short_description: Fair Source is software sharing that is fair for companies and developers alike.
+released: August 21, 2017 
+url: https://fair.io/
+topic: fair-source
+---
+Fair Source is software that is safe for companies to share and developers to use. We need it because, historically, Open Source has been an ambiguous term, applied to both community and commercial projects. By introducing a new term for commercial projects, Fair Source, we can set better expectations with developers, reduce pressure to change the Open Source Definition, and free up more companies to share their core software products.
\ No newline at end of file
diff --git a/topics/fantasy-game/index.md b/topics/fantasy-game/index.md
index 74edf5e0b0f5..8be9ede59674 100644
--- a/topics/fantasy-game/index.md
+++ b/topics/fantasy-game/index.md
@@ -1,7 +1,7 @@
 ---
 display_name: fantasy-game
 topic: fantasy-game
-related: fighting-fantasy, cyoa, choose-you-own-adventure
+related: fighting-fantasy, cyoa
 short_description: A genre of video game.
 ---
 A genre of game, where players assume the roles of characters and act out fantastical adventures.
\ No newline at end of file
diff --git a/topics/fastapi/fastapi.png b/topics/fastapi/fastapi.png
new file mode 100644
index 000000000000..df14d3b0d023
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diff --git a/topics/fastapi/index.md b/topics/fastapi/index.md
new file mode 100644
index 000000000000..1b56dc3033a1
--- /dev/null
+++ b/topics/fastapi/index.md
@@ -0,0 +1,9 @@
+---
+display_name: FastAPI
+logo: fastapi.png
+short_description: FastAPI is a modern & fast web framework for building APIs with Python 3.7+ based on standard Python type hints.
+topic: fastapi
+github_url: https://github.com/tiangolo/fastapi
+created_by: Sebastián Ramírez
+---
+FastAPI is a high performance, easy to learn, fast to code, and ready for production Python 3.7+ framework. Its performance is on par with NodeJS and Go (thanks to Starlette and Pydantic). It's intuitive and standards-based (based on API standards like OpenAPI (previously known as Swagger) and JSON Schema).
diff --git a/topics/fedora/fedora.png b/topics/fedora/fedora.png
new file mode 100644
index 000000000000..c501c0c8b846
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diff --git a/topics/fedora/index.md b/topics/fedora/index.md
new file mode 100644
index 000000000000..ab0acd9ed4d3
--- /dev/null
+++ b/topics/fedora/index.md
@@ -0,0 +1,14 @@
+---
+aliases: fedora-workstation, fedoraworkstation, fedoralinux, fedora-linux
+display_name: Fedora
+related: linux, silverblue, dnf, rhel
+released: November 6, 2003
+created_by: Warren Togami
+logo: fedora.png
+short_description: Fedora Linux is a free and open source Linux distribution that is designed to be on the leading edge of open source technologies.
+topic: fedora
+url: https://fedoraproject.org
+wikipedia_url: https://en.wikipedia.org/wiki/Fedora_Linux
+---
+
+Fedora Linux is a free and open source Linux distribution that is developed by the Fedora Project. It is designed to be on the leading edge of open source technologies and is used by a wide range of users, including developers, system administrators, and home users. Fedora is released on a six to eight month cycle, and each release includes the latest versions of software from the Linux community. Fedora is a great choice for users who want a stable, reliable, and up to date Linux distribution. There are various editions of Fedora namely Fedora Workstation, Fedora Server, Fedora CoreOS, and Fedora Silverblue.
diff --git a/topics/ffmpeg/ffmpeg.png b/topics/ffmpeg/ffmpeg.png
new file mode 100644
index 000000000000..f482d0f0a38f
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diff --git a/topics/ffmpeg/index.md b/topics/ffmpeg/index.md
new file mode 100644
index 000000000000..b3c503ad3f87
--- /dev/null
+++ b/topics/ffmpeg/index.md
@@ -0,0 +1,13 @@
+---
+topic: ffmpeg
+display_name: FFmpeg (Fast Forward Moving Picture Experts Group)
+short_description: FFmpeg is a suite of libraries and programs for handling video, audio, and other multimedia files and streams.
+related: ffplay, ffprobe, libav, sdl, libavcodec, libavformat, libavutil, libavfilter, mplayer, mencoder
+created_by: Fabrice Bellard, Bobby Bingham, Michael Niedermayer
+released: December 20, 2000
+url: https://ffmpeg.org/
+wikipedia_url: https://en.wikipedia.org/wiki/FFmpeg
+logo: ffmpeg.png
+github_url: https://github.com/FFmpeg
+---
+**FFmpeg** is a free and open source software project consisting of a suite of libraries and programs for handling video, audio, and other multimedia files and streams. At its core is the command-line `ffmpeg` tool itself, designed for processing of video and audio files. It is widely used for format transcoding, basic editing (trimming and concatenation), video scaling, video post-production effects and standards compliance (SMPTE, ITU). 
diff --git a/topics/finite-state-machine/index.md b/topics/finite-state-machine/index.md
new file mode 100644
index 000000000000..0e126ecf43b5
--- /dev/null
+++ b/topics/finite-state-machine/index.md
@@ -0,0 +1,13 @@
+---
+aliases: finite-state-machines, fsm, finite-state-automaton, finite-state-automata, finite-state-automatons, fsa, finite-automaton, finite-automata, finite-automatons, state-machine
+display_name: Finite-state machine
+related: automaton, deterministic-finite-automaton, nondeterministic-finite-automaton
+short_description: A formalism consisting of a finite set of states and a transition function describing when to move from one state to another.
+topic: finite-state-machine
+wikipedia_url: https://en.wikipedia.org/wiki/Finite-state_machine
+---
+A **finite-state machine** (FSM), **finite-state automaton** (FSA), or simply **state machine** is a mathematical [model of computation](https://en.wikipedia.org/wiki/Model_of_computation) and an [abstract machine](https://en.wikipedia.org/wiki/Abstract_machine) that can be in exactly one of a finite number of states at any given time.
+The FSM can change from one state to another in response to some inputs; the change from one state to another is called a *transition*.
+An FSM is defined by a list of its states, its initial state, and the inputs that trigger each transition.
+
+In computer science, FSM are widely used in modeling of application behavior ([control theory](https://en.wikipedia.org/wiki/Control_theory)), design of [hardware digital systems](https://en.wikipedia.org/wiki/Digital_electronics), [software engineering](https://github.com/topics/software-engineering), [compilers](https://github.com/topics/compiler), [network protocols](https://en.wikipedia.org/wiki/Network_protocol), and [computational linguistics](https://en.wikipedia.org/wiki/Computational_linguistics). 
diff --git a/topics/firefox/index.md b/topics/firefox/index.md
index 017a0652c776..396c675aeed8 100644
--- a/topics/firefox/index.md
+++ b/topics/firefox/index.md
@@ -1,6 +1,6 @@
 ---
-aliases: mozilla-firefox,firefox-quantum,firefox-browser
-related: mozilla,chrome,safari,edge,opera,browser,gecko,firefox-extension
+aliases: mozilla-firefox, firefox-quantum, firefox-browser
+related: mozilla, chrome, safari, edge, opera, browser, gecko, firefox-extension
 created_by: Mozilla
 display_name: Firefox
 github_url: https://github.com/mozilla/gecko-dev
diff --git a/topics/flathub/flathub.png b/topics/flathub/flathub.png
new file mode 100644
index 000000000000..4a08db7f0a13
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diff --git a/topics/flathub/index.md b/topics/flathub/index.md
new file mode 100644
index 000000000000..aea59a6fa0ae
--- /dev/null
+++ b/topics/flathub/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Flathub
+short_description: Flathub is the place to get and distribute apps for all of desktop Linux.
+github_url: https://github.com/flathub
+logo: flathub.png
+topic: flathub
+url: https://flathub.org
+related: flatpak, linux
+---
+Flathub is the place to get and distribute apps for all of desktop Linux. It is powered by Flatpak, allowing Flathub apps to run on almost any Linux distribution.
diff --git a/topics/flatpak/flatpak.png b/topics/flatpak/flatpak.png
new file mode 100644
index 000000000000..3c74ffc91d39
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diff --git a/topics/flatpak/index.md b/topics/flatpak/index.md
new file mode 100644
index 000000000000..57ff305e2c33
--- /dev/null
+++ b/topics/flatpak/index.md
@@ -0,0 +1,12 @@
+---
+display_name: Flatpak
+short_description: Linux application sandboxing and distribution framework.
+github_url: https://github.com/flatpak
+logo: flatpak.png
+released: September 2015
+topic: flatpak
+url: https://flatpak.org
+wikipedia_url: https://en.wikipedia.org/wiki/Flatpak
+related: flathub, linux
+---
+Flatpak is a system for building, distributing, and running sandboxed desktop applications on Linux.
diff --git a/topics/flightgear/flightgear.png b/topics/flightgear/flightgear.png
new file mode 100644
index 000000000000..c1a84fe10226
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diff --git a/topics/flightgear/index.md b/topics/flightgear/index.md
new file mode 100644
index 000000000000..a71d87adeb3d
--- /dev/null
+++ b/topics/flightgear/index.md
@@ -0,0 +1,18 @@
+---
+topic: flightgear
+display_name: FlightGear
+aliases: flightgear-flight-simulator, flightgear-simulator
+related: flightgear-addon, flightgear-aircraft, flightgear-scenery, flightgear-aircraft-models, flightgear-scripts
+short_description: FlightGear is a free to download flight simulator software.
+wikipedia_url: https://en.wikipedia.org/wiki/FlightGear
+url: https://flightgear.org
+logo: flightgear.png
+created_by: David Murr, Curt Olson, Michael Basler, Eric Korpela
+released: July 17, 1997
+---
+
+FlightGear Flight Simulator (often shortened to FlightGear or FGFS) is a free, open source multi-platform flight simulator developed by the FlightGear project since 1997.
+
+David Murr started the project on April 8, 1996. The project had its first release in 1997 and continued in development. It has specific builds for a variety of operating systems including Microsoft Windows, macOS, Linux, IRIX, and Solaris.
+
+FlightGear is an atmospheric and orbital flight simulator used in aerospace research and industry. Its flight dynamics engine (JSBSim) is used in a 2015 NASA benchmark to judge new simulation code to the standards of the space industry.
diff --git a/topics/flipperzero/flipperzero.png b/topics/flipperzero/flipperzero.png
new file mode 100644
index 000000000000..882249b338cc
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diff --git a/topics/flipperzero/index.md b/topics/flipperzero/index.md
new file mode 100644
index 000000000000..2491fe06fbff
--- /dev/null
+++ b/topics/flipperzero/index.md
@@ -0,0 +1,10 @@
+---
+aliases: flipper-zero
+display_name: Flipper Zero
+logo: flipperzero.png
+github_url: https://github.com/flipperdevices
+short_description: A hardware security module for your pocket. 
+topic: flipperzero
+wikipedia_url: https://en.wikipedia.org/wiki/Flipper_Zero
+---
+The Flipper Zero is a hardware security module for your pocket. It is a small, open source, hacker-friendly device that allows you to store and manage your passwords, secrets, and keys in a secure way. It is based on the STM32F411CEU6 microcontroller and has a 2.4" color display, a microSD card slot, a USB-C connector, and a 3.7V 500mAh battery. The Flipper Zero is a part of the Flipper family of devices, which also includes the Flipper Desktop and Flipper Cloud.
\ No newline at end of file
diff --git a/topics/flow-blockchain/flow-blockchain.png b/topics/flow-blockchain/flow-blockchain.png
new file mode 100644
index 000000000000..95ffcb149de8
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diff --git a/topics/flow-blockchain/index.md b/topics/flow-blockchain/index.md
new file mode 100644
index 000000000000..7045d435b2db
--- /dev/null
+++ b/topics/flow-blockchain/index.md
@@ -0,0 +1,15 @@
+---
+created_by: Flow
+display_name: Flow blockchain
+logo: flow-blockchain.png
+released: September 29, 2020
+short_description: Flow is a permissionless layer 1 blockchain.
+topic: flow-blockchain
+aliases: onflow
+related: cadence, blockchain, cryptocurrency, smart-contracts, web3, dapps
+url: https://flow.com
+github_url: https://github.com/onflow
+---
+Flow blockchain is a scalable, fast, and developer-friendly blockchain platform designed to support high-throughput applications, such as games and digital collectibles, without the need for layer-two solutions or sharding.
+
+Unlike traditional blockchain architectures, Flow utilizes a [unique multi-node design](https://flow.com/primer#primer-how-flow-works), where different types of nodes perform distinct tasks - execution, verification, collection, and consensus. This design allows for significant improvements in scalability while preserving decentralization and security.
diff --git a/topics/fluent-design/index.md b/topics/fluent-design/index.md
new file mode 100644
index 000000000000..3c9ec924de77
--- /dev/null
+++ b/topics/fluent-design/index.md
@@ -0,0 +1,10 @@
+---
+aliases: fluent
+display_name: Fluent Design System
+short_description: Fluent Design is a design language developed by Microsoft.
+topic: fluent-design
+created_by: Microsoft
+url: https://www.microsoft.com/design/fluent/
+wikipedia_url: https://en.wikipedia.org/wiki/Fluent_Design_System
+---
+Fluent Design is a design language developed in 2017 by Microsoft and was first used in the Windows 10 Fall Creators Update.
diff --git a/topics/flutter/index.md b/topics/flutter/index.md
index 532bae95087a..bb639731ffcc 100644
--- a/topics/flutter/index.md
+++ b/topics/flutter/index.md
@@ -9,4 +9,5 @@ short_description: Flutter is an open source mobile application development SDK
 url: https://flutter.dev/
 wikipedia_url: https://en.wikipedia.org/wiki/Flutter_(software)
 ---
-Flutter is an open source mobile application development SDK created by Google. It is used to develop applications for Android and iOS, as well as being the primary method of creating applications for Google Fuchsia.
+Flutter is an open source framework by Google for building beautiful, natively compiled applications for Android, iOS, web, Windows, Linux, macOS, and embedded devices, all from a single codebase.
+
diff --git a/topics/for-the-love-of-code/for-the-love-of-code.png b/topics/for-the-love-of-code/for-the-love-of-code.png
new file mode 100644
index 000000000000..1b76943d04be
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diff --git a/topics/for-the-love-of-code/index.md b/topics/for-the-love-of-code/index.md
new file mode 100644
index 000000000000..8764f00d6ea3
--- /dev/null
+++ b/topics/for-the-love-of-code/index.md
@@ -0,0 +1,12 @@
+---
+aliases: fortheloveofcode, ftloc
+created_by: Lee Reilly
+display_name: For the Love of Code
+released: July 16, 2025
+short_description: "A global, summer hackathon that celebrates the playful, creative, and downright silly side of software development."
+topic: for-the-love-of-code
+related: gameoff
+url: http://gh.io/ftloc
+logo: for-the-love-of-code.png
+---
+<a href="https://gh.io/ftloc">For The Love of Code</a> is a global, summer hackathon that celebrates the playful, creative, and downright silly side of software development. From talking toasters to terminal karaoke, this event invites developers to build the projects they've always dreamed about, but never had an excuse to ship. Just for the joy of it. No startups, no pressure... just vibes, creativity, and code.
diff --git a/topics/fortran/fortran.png b/topics/fortran/fortran.png
new file mode 100644
index 000000000000..38081f75e3d5
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diff --git a/topics/fortran/index.md b/topics/fortran/index.md
index 08660b2f8f21..886f4b103f70 100644
--- a/topics/fortran/index.md
+++ b/topics/fortran/index.md
@@ -2,6 +2,7 @@
 aliases: f95, f77, fortran90, fortran77, fortran95, fortran2003, fortran2008, fortran2018
 created_by: John W. Backus
 display_name: Fortran
+logo: fortran.png
 github_url: https://github.com/j3-fortran
 related: mpi, coarrays, coarray-fortran, hpc, high-performance-computing, c, compiler, finite-element-method
 released: April 1957
@@ -12,6 +13,6 @@ wikipedia_url: https://wikipedia.org/wiki/Fortran
 ---
 Fortran is a statically typed compiled programming language that is especially suited to numeric computation, and scientific computing.
 While Fortran has been in use since its inception by John Backus at IBM in 1957, it still remains popular today, especially for computationally intensive
-applications including numerical weather prediction, finite element analysis, computational fuild dynamics, computational physics, crystallography, and
+applications including numerical weather prediction, finite element analysis, computational fluid dynamics, computational physics, crystallography, and
 computational chemistry. Despite its age, new language revisions include syntax and semantics for modern language ideas including pointers, recursion,
 object orientated programming features, and parallel programming using Coarray Fortran.
diff --git a/topics/functional-programming/index.md b/topics/functional-programming/index.md
new file mode 100644
index 000000000000..808c764def7b
--- /dev/null
+++ b/topics/functional-programming/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Functional programming
+short_description: Functional programming is a programming paradigm where programs are constructed by applying and composing functions.
+topic: functional-programming
+wikipedia_url: https://en.wikipedia.org/wiki/Functional_programming
+related: oop, declarative-programming, procedural-programming, event-driven-programming
+---
+
+In computer science, **functional programming** is a programming paradigm where programs are constructed by applying and composing functions. It is a declarative programming paradigm in which function definitions are trees of expressions that map values to other values, rather than a sequence of imperative statements which update the running state of the program.
diff --git a/topics/fuzzing/index.md b/topics/fuzzing/index.md
new file mode 100644
index 000000000000..25cd7f3388f0
--- /dev/null
+++ b/topics/fuzzing/index.md
@@ -0,0 +1,12 @@
+---
+aliases: fuzz-testing, api-fuzzing
+topic: fuzzing
+display_name: Fuzzing/Fuzz testing
+short_description: Fuzzing is a testing technique that evaluates the program's reaction to providing invalid, unexpected, or random data as inputs.
+related: stress-testing, fault-injection, monkey-testing, random-testing, security-testing, test-automation, mutation-testing, cicd, black-box-testing
+released: September 1988
+created_by: Barton Miller
+wikipedia_url: https://en.wikipedia.org/wiki/Fuzzing
+url: http://www.cs.wisc.edu/~bart/fuzz/
+---
+**Fuzzing** or **fuzz testing** is an automated software black box testing technique that evaluates the program's reaction to providing invalid, unexpected, or random data as inputs to a computer program.
diff --git a/topics/game-development/index.md b/topics/game-development/index.md
index a363d60c161c..2a22bdf06009 100644
--- a/topics/game-development/index.md
+++ b/topics/game-development/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: game-dev
+aliases: game-dev, gamedev
 display_name: Game Development
 short_description: Game Development is the art of creating games and describes the design, development and release of a game.
 topic: game-development
diff --git a/topics/game-off/game-off.png b/topics/game-off/game-off.png
index 72f996a026e1..93d7c18541bd 100644
Binary files a/topics/game-off/game-off.png and b/topics/game-off/game-off.png differ
diff --git a/topics/game-off/index.md b/topics/game-off/index.md
index d0e6985e0026..dd83c4314276 100644
--- a/topics/game-off/index.md
+++ b/topics/game-off/index.md
@@ -2,6 +2,8 @@
 aliases: github-game-off, githubgameoff, gameoff, ggo12, ggo13, ggo14, ggo15, ggo16
 related: global-game-jam, ludum-dare, js13kgames
 display_name: Game Off
+created_by: Lee Reilly
+released: October 25, 2012
 short_description: Game Off is an annual game jam celebrating open source.
 topic: game-off
 logo: game-off.png
diff --git a/topics/gatsby/index.md b/topics/gatsby/index.md
index 4d08867f1c68..d0c183dc1473 100644
--- a/topics/gatsby/index.md
+++ b/topics/gatsby/index.md
@@ -4,11 +4,11 @@ created_by: Kyle Mathews & Sam Bhagwat
 display_name: gatsby
 github_url: https://github.com/gatsbyjs/gatsby
 logo: gatsby.png
-related: react, open-source-framework
+related: react, open-source-framework, jamstack
 released: 2015
 short_description: Gatsby is a free and open source framework based on React that helps developers build blazing fast websites and apps.
 topic: gatsby
 url: https://www.gatsbyjs.org/
 ---
-Gatsby is a free and open source framework based on React that helps developers build blazing-fast websites and apps.
+**Gatsby** is a free and open source framework based on React that helps developers build blazing-fast websites and apps.
 It helps towards website development working with headless CMS's for modern tooling.
diff --git a/topics/gcj02/index.md b/topics/gcj02/index.md
new file mode 100644
index 000000000000..b903865823a9
--- /dev/null
+++ b/topics/gcj02/index.md
@@ -0,0 +1,8 @@
+---
+aliases: gcj-02, bd09, bd09ll, bd09mc, bd-09ll, bd-09mc
+display_name: GCJ-02
+short_description: GCJ-02 and BD-09 are map obfuscation algorithms used in China.
+topic: gcj02
+wikipedia_url: https://en.wikipedia.org/wiki/Restrictions_on_geographic_data_in_China#GCJ-02
+---
+GCJ-02 and BD-09 are map obfuscation algorithms used in China; obfuscation is mandatory for all domestic online maps.
diff --git a/topics/generator/index.md b/topics/generator/index.md
new file mode 100644
index 000000000000..dc10885b1f5a
--- /dev/null
+++ b/topics/generator/index.md
@@ -0,0 +1,10 @@
+---
+aliases: generators, power-generator, electricity-generator
+created_by: The engineering community
+display_name: Generator
+related: electricity, renewable-energy, engineering
+short_description: Generators convert mechanical energy into electrical energy, providing power in various contexts.
+topic: generator
+wikipedia_url: https://en.wikipedia.org/wiki/Electric_generator
+---
+**Generators** are devices that convert mechanical energy into electrical energy, playing a crucial role in providing electricity for residential, commercial, and industrial uses. This topic explores different types of generators, such as diesel, gas, and renewable energy generators like wind and hydro. It also covers the principles of electromagnetic induction, generator design, maintenance, and the impact of generators on energy sustainability and reliability.
diff --git a/topics/genshin-impact/genshin-impact.png b/topics/genshin-impact/genshin-impact.png
new file mode 100644
index 000000000000..5865c3dc1692
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diff --git a/topics/genshin-impact/index.md b/topics/genshin-impact/index.md
new file mode 100644
index 000000000000..0402c9ae5a84
--- /dev/null
+++ b/topics/genshin-impact/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Genshin Impact
+short_description: Genshin Impact is a role-playing game developed by miHoYo.
+topic: genshin-impact
+url: https://genshin.hoyoverse.com
+wikipedia_url: https://en.wikipedia.org/wiki/Genshin_Impact
+logo: genshin-impact.png
+---
+Genshin Impact is a cross-platform role-playing game developed by miHoYo.
diff --git a/topics/geode-mods/geode-mods.png b/topics/geode-mods/geode-mods.png
new file mode 100644
index 000000000000..accbaa6d9499
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diff --git a/topics/geode-mods/index.md b/topics/geode-mods/index.md
new file mode 100644
index 000000000000..ac7f4e1d46c1
--- /dev/null
+++ b/topics/geode-mods/index.md
@@ -0,0 +1,10 @@
+---
+created_by: The Bearodactyl
+display_name: Geode Mods
+short_description: Geode is a modding platform/sdk for the game Geometry Dash.
+topic: geode-mods
+related: geometry-dash, geode-sdk, geometrydash, modding
+url: https://geode-sdk.org
+logo: geode-mods.png
+---
+A huge percentage, if not a majority of all bugs reported in GD mods are caused by hook conflicts, direct node tree access, and other mod incompatabilities. This is what Geode has been made to solve.
diff --git a/topics/geojson/index.md b/topics/geojson/index.md
new file mode 100644
index 000000000000..5794d4b55e23
--- /dev/null
+++ b/topics/geojson/index.md
@@ -0,0 +1,12 @@
+---
+display_name: GeoJSON
+short_description: GeoJSON is a JSON-based open standard file format for representation of geographical data.
+topic: geojson
+released: August 2016
+created_by: Geographic JSON working group
+url: https://geojson.org/
+wikipedia_url: https://en.wikipedia.org/wiki/GeoJSON
+related: json, osm, qgis, gis, topojson, citygml, geospatial,  computational-geometry
+aliases: geojsonl, geo-json, rfc-7946
+---
+**GeoJSON** is a open standard file format for representation of geographical data which uses the [JavaScript Object Notation](https://github.com/topics/json).    
diff --git a/topics/geometry-dash/geometry-dash.png b/topics/geometry-dash/geometry-dash.png
new file mode 100644
index 000000000000..42f2c5aa5adf
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diff --git a/topics/geometry-dash/index.md b/topics/geometry-dash/index.md
new file mode 100644
index 000000000000..c81594294d07
--- /dev/null
+++ b/topics/geometry-dash/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Geometry Dash
+short_description: Open source Projects relating to the Video Game 'Geometry Dash'.
+topic: geometry-dash
+logo: geometry-dash.png
+wikipedia_url: https://en.wikipedia.org/wiki/Geometry_Dash
+---
+Open source Projects relating to the Video Game 'Geometry Dash'. Most projects communicate with the Game Servers.
diff --git a/topics/giscus/giscus.png b/topics/giscus/giscus.png
new file mode 100644
index 000000000000..96801face917
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diff --git a/topics/giscus/index.md b/topics/giscus/index.md
new file mode 100644
index 000000000000..93c882597bee
--- /dev/null
+++ b/topics/giscus/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Giscus
+short_description: A comment system powered by GitHub Discussions.
+topic: giscus
+github_url: https://github.com/giscus/giscus
+url: https://giscus.app/
+logo: giscus.png
+---
+Giscus is a website comments system powered by GitHub Discussions.
diff --git a/topics/git/git.png b/topics/git/git.png
index e88d9a3c6525..d141110537fa 100644
Binary files a/topics/git/git.png and b/topics/git/git.png differ
diff --git a/topics/git/index.md b/topics/git/index.md
index 4949e56191f5..6cc41a086908 100644
--- a/topics/git/index.md
+++ b/topics/git/index.md
@@ -8,5 +8,6 @@ short_description: Git is the most widely used version control system.
 topic: git
 url: https://git-scm.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Git
+related: vcs, github, bitbucket, gitlab, gitops, gitflow, svn, mercurial, tfvc, dvcs
 ---
-Git is the most widely used version control system, which allows for the tracking and managing of source code over time. It was designed for collaboration and built to be flexible, secure and efficient.
+**Git** is the most widely used version control system, which allows for the tracking and managing of source code over time. It was designed for collaboration and built to be flexible, secure and efficient.
diff --git a/topics/gitea/gitea.png b/topics/gitea/gitea.png
new file mode 100644
index 000000000000..6acdb2412bda
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diff --git a/topics/gitea/index.md b/topics/gitea/index.md
new file mode 100644
index 000000000000..ebac7c8f6789
--- /dev/null
+++ b/topics/gitea/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Lunny Xiao
+display_name: Gitea
+short_description: Git with a cup of tea.
+github_url: https://github.com/go-gitea/gitea
+logo: gitea.png
+released: 17 October 2016
+related: git, github, gitlab, gogs
+topic: gitea
+url: https://about.gitea.com
+wikipedia_url: https://en.wikipedia.org/wiki/Gitea
+---
+Gitea is a all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD
\ No newline at end of file
diff --git a/topics/github-desktop/github-desktop.png b/topics/github-desktop/github-desktop.png
new file mode 100644
index 000000000000..63bac74ca874
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diff --git a/topics/github-desktop/index.md b/topics/github-desktop/index.md
new file mode 100644
index 000000000000..0052e1b64446
--- /dev/null
+++ b/topics/github-desktop/index.md
@@ -0,0 +1,12 @@
+---
+created_by: GitHub
+display_name: GitHub Desktop
+github_url: https://github.com/desktop/desktop
+logo: github-desktop.png
+related: git, version-control
+released: September 2017
+short_description: GitHub Desktop is a graphical user interface for the Git version control system.
+topic: github-desktop
+url: https://desktop.github.com/
+---
+GitHub Desktop is a graphical user interface for the Git version control system. Developed by GitHub, it allows users to perform common Git operations such as committing, branching, merging, and syncing repositories. GitHub Desktop also includes features such as syntax highlighting, code review, and conflict resolution. It is available for Windows and macOS and can be used with any Git repository, not just those hosted on GitHub. GitHub Desktop simplifies the Git workflow and makes it easier for users to collaborate on code projects. It has gained popularity among both novice and experienced developers.
diff --git a/topics/gitlab/gitlab.png b/topics/gitlab/gitlab.png
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diff --git a/topics/gitlab/index.md b/topics/gitlab/index.md
new file mode 100644
index 000000000000..f4a8f76c4495
--- /dev/null
+++ b/topics/gitlab/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Dmitriy Zaporozhets, Sytse Sijbrandij
+display_name: GitLab
+logo: gitlab.png
+related: github, bitbucket
+released: October 8, 2011
+short_description: GitLab is a single application that spans the entire software development lifecycle.
+topic: gitlab
+url: https://about.gitlab.com/
+wikipedia_url: https://en.wikipedia.org/wiki/GitLab
+---
+GitLab is an open source software that combines the ability to develop, secure, and operate software in a single application.
\ No newline at end of file
diff --git a/topics/gitops/index.md b/topics/gitops/index.md
new file mode 100644
index 000000000000..64e231c58f5b
--- /dev/null
+++ b/topics/gitops/index.md
@@ -0,0 +1,24 @@
+---
+display_name: GitOps
+short_description: GitOps is an operational framework that takes DevOps best practices and applies them to infrastructure automation.
+topic: gitops
+related: devops, winops, git, gitflow, devsecops, infrastructure-automation, infrastructure-as-code, containerization, monitoring, observability
+wikipedia_url: https://en.wikipedia.org/wiki/gitops
+---
+**GitOps** is an operational framework that takes DevOps best practices used for application development such as version control, collaboration, compliance, and CI/CD, and applies them to infrastructure automation. GitOps uses Git repositories as a single source of truth to deliver infrastructure as code.
+
+# GitOps delivers:
+* A standard workflow for application development
+* Increased security for setting application requirements upfront
+* Improved reliability with visibility and version control through Git
+* Consistency across any cluster, any cloud, and any on-premise environment
+
+# Key components of a GitOps workflow
+
+There are four key components to a GitOps workflow, a Git repository, a continuous delivery (CD) pipeline, an application deployment tool, and a monitoring system.
+* The Git repository is the source of truth for the application configuration and code.
+* The CD pipeline is responsible for building, testing, and deploying the application.
+* The deployment tool is used to manage the application resources in the target environment.
+* The monitoring system tracks the application performance and provides feedback to the development team.
+
+
diff --git a/topics/gmail/gmail.png b/topics/gmail/gmail.png
index c8d0f7de95e2..5f99593a78a2 100644
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diff --git a/topics/gmail/index.md b/topics/gmail/index.md
index 2006e6390bf6..dd595f79bf71 100644
--- a/topics/gmail/index.md
+++ b/topics/gmail/index.md
@@ -1,14 +1,19 @@
 ---
-aliases: gmail-inbox, gmail-login, gmail-smtp
+aliases: google-mail, gmail-inbox, gmail-smtp, gmail-bot, gmail-api, gmail-login
 created_by: Paul Buchheit
 display_name: Gmail
+github_url: https://github.com/googleworkspace
 logo: gmail.png
-related: gmail-api, google, email, smtp
-github_url: https://github.com/google
-short_description: Gmail is an email service provided by Google.
+related: google-workspace, google-chat, google-meet
 released: April 1, 2004
-url: https://www.google.com/gmail/
+short_description: Gmail is an email service provided by Google.
 topic: gmail
+url: https://workspace.google.com/products/gmail/
 wikipedia_url: https://en.wikipedia.org/wiki/Gmail
+
 ---
-Gmail is an email service provided by Google. With Gmail, you can send and receive emails, block spam, create an address book, and perform other basic email tasks. It also has a built-in-chat feature, with which you can send someone an instant message or use the voice and video chat feature if your computer has a microphone and/or webcam.
+**Gmail** is an email service provided by Google. With Gmail, you can send and receive emails, block spam, create an address book, and perform other basic email tasks. It also has a built-in-chat feature, with which you can send someone an instant message or use the voice and video chat feature if your computer has a microphone and/or webcam.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/gmail](https://developers.google.com/gmail)
+- Access the application at [https://mail.google.com](https://mail.google.com)
diff --git a/topics/go/go.png b/topics/go/go.png
index 42ec2e019dbf..bf6d2f426c85 100644
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diff --git a/topics/gogs/gogs.png b/topics/gogs/gogs.png
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diff --git a/topics/gogs/index.md b/topics/gogs/index.md
new file mode 100644
index 000000000000..048e30bbb8bc
--- /dev/null
+++ b/topics/gogs/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Joe Chen 
+display_name: Gogs
+short_description: A painless self-hosted Git service.
+github_url: https://github.com/gogs/gogs
+logo: gogs.png
+released: 31 March 2014
+related: git, github, gitlab, gitea
+topic: gogs
+url: https://gogs.io
+---
+Gogs is a simple, stable and extensible self-hosted Git service
\ No newline at end of file
diff --git a/topics/goldsrc/index.md b/topics/goldsrc/index.md
new file mode 100644
index 000000000000..98acbcdcf777
--- /dev/null
+++ b/topics/goldsrc/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Goldsrc
+short_description: GoldSource is a game engine created by Valve Corporation, based on the original Quake engine.
+topic: goldsrc
+wikipedia_url: https://en.wikipedia.org/wiki/Goldsrc
+---
+GoldSource is a 1998 game engine created by Valve Corporation, based on the original Quake engine used by half-life 1.
\ No newline at end of file
diff --git a/topics/google-admin/google-admin.png b/topics/google-admin/google-admin.png
new file mode 100644
index 000000000000..1789541cfbf8
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diff --git a/topics/google-admin/index.md b/topics/google-admin/index.md
new file mode 100644
index 000000000000..5927405bf189
--- /dev/null
+++ b/topics/google-admin/index.md
@@ -0,0 +1,20 @@
+---
+aliases: google-admin-sdk, google-admin-api
+created_by: Google
+display_name: Google Admin
+github_url: https://github.com/googleworkspace
+logo: google-admin.png
+related: google-workspace, google-cloud-identity, google-groups
+short_description: Allow administrator accounts to configure and manage all
+  aspects of Google Workspace for an organization.
+topic: google-admin
+url: https://developers.google.com/admin-sdk
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Workspace
+
+---
+Allow administrator accounts to configure and manage all aspects of [Google Workspace](https://workspace.google.com) for an organization
+
+Other resources:
+
+- Read the API documentation at [https://developers.google.com/admin-sdk](https://developers.google.com/admin-sdk)
+- Access the application at [https://admin.google.com](https://admin.google.com)
diff --git a/topics/google-apps-script/google-apps-script.png b/topics/google-apps-script/google-apps-script.png
index 1fa189d785cb..1986e8438c23 100644
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diff --git a/topics/google-apps-script/index.md b/topics/google-apps-script/index.md
index 23e7ab78df72..20159b1c1d6a 100644
--- a/topics/google-apps-script/index.md
+++ b/topics/google-apps-script/index.md
@@ -1,14 +1,20 @@
 ---
-created_by: Google
+aliases: apps-script, google-script, google-apps-script-api
+created_by: Google, Mike Harm
 display_name: Google Apps Script
-logo: google-apps-script.png
-related: google, google-cloud
 github_url: https://github.com/googleworkspace
-short_description: Google Apps Script is an automation platform for Google products.
+logo: google-apps-script.png
+related: google-workspace, gmail, google-docs, google-drive, google-sheets,
+  google-forms, google-slides
 released: July 12, 2010
-url: https://developers.google.com/apps-script
+short_description: Google Apps Script is an automation platform for Google products.
 topic: google-apps-script
+url: https://workspace.google.com/products/apps-script/
 wikipedia_url: https://en.wikipedia.org/wiki/Google_Apps_Script
+
 ---
-Google Apps Script is a cloud-based JavaScript platform provided by Google that lets you integrate with and automate tasks across Google products. 
-You write code in modern JavaScript and have access to built-in libraries for favorite Google Workspace applications like Gmail, Calendar, Drive, and more.
+**Google Apps Script** is a scripting platform developed by Google for light-weight application development in the Google Workspace platform. Google Apps Script was initially developed by Mike Harm as a side project while working as a developer on Google Sheets. It is based on JavaScript 1.6, but also includes some portions of 1.7 and 1.8 and a subset of the ECMAScript 5 API.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/apps-script](https://developers.google.com/apps-script)
+- Access the application at [https://script.google.com](https://script.google.com)
diff --git a/topics/google-calendar/google-calendar.png b/topics/google-calendar/google-calendar.png
new file mode 100644
index 000000000000..568ef1766206
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diff --git a/topics/google-calendar/index.md b/topics/google-calendar/index.md
new file mode 100644
index 000000000000..33d56c0a7d4e
--- /dev/null
+++ b/topics/google-calendar/index.md
@@ -0,0 +1,19 @@
+---
+aliases: gcalendar, google-calendar-api
+created_by: Google
+display_name: Google Calendar
+github_url: https://github.com/googleworkspace
+logo: google-calendar.png
+related: google-workspace, gmail, google-docs, google-drive, google-sheets,
+  google-forms, google-slides
+short_description: Millions of people use Google Calendar to track their events.
+topic: google-calendar
+url: https://workspace.google.com/products/calendar/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Calendar
+
+---
+**Google Calendar** is an online calendar intended to help keep track of time and schedules. It was launched in April 2006, and integrates with Gmail for users to easily add events from email messages directly to the calendar.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/calendar](https://developers.google.com/calendar)
+- Access the application at [https://calendar.google.com](https://calendar.google.com)
diff --git a/topics/google-chat/google-chat.png b/topics/google-chat/google-chat.png
new file mode 100644
index 000000000000..6b649b0a7c47
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diff --git a/topics/google-chat/index.md b/topics/google-chat/index.md
new file mode 100644
index 000000000000..0a8ee470e997
--- /dev/null
+++ b/topics/google-chat/index.md
@@ -0,0 +1,18 @@
+---
+aliases: hangouts-chat, google-chat-api
+created_by: Google
+display_name: Google Chat
+github_url: https://github.com/googleworkspace
+logo: google-chat.png
+related: google-workspace, gmail, google-meet
+short_description: Build Chat apps that bring your services and resources right into Google Chat.
+topic: google-chat
+url: https://workspace.google.com/products/chat/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Chat
+
+---
+**Google Chat** is a communication software developed by Google built for teams that provides direct messages and team chat rooms, similar to competitors Slack and Microsoft Teams. It is one of two apps that constitute the replacement for Google Hangouts, the other being Google Meet.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/chat](https://developers.google.com/chat)
+- Access the application at [https://chat.google.com](https://chat.google.com)
diff --git a/topics/google-classroom/google-classroom.png b/topics/google-classroom/google-classroom.png
new file mode 100644
index 000000000000..24b3d8eed980
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diff --git a/topics/google-classroom/index.md b/topics/google-classroom/index.md
new file mode 100644
index 000000000000..3b2a59ac228a
--- /dev/null
+++ b/topics/google-classroom/index.md
@@ -0,0 +1,18 @@
+---
+aliases: google-classroom-api
+created_by: Google
+display_name: Google Classroom
+github_url: https://github.com/googleworkspace
+logo: google-classroom.png
+related: google-workspace, blended-learning
+short_description: Google Classroom is mission control for your classes.
+topic: google-classroom
+url: https://developers.google.com/classroom
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Classroom
+
+---
+**Google Classroom** is a free blended learning platform developed by Google for educational institutions that aims to simplify creating, distributing, and grading assignments. The primary purpose of Google Classroom is to streamline the process of sharing files between teachers and students.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/classroom](https://developers.google.com/classroom)
+- Access the application at [https://classroom.google.com](https://classroom.google.com)
diff --git a/topics/google-cloud-identity/google-cloud-identity.png b/topics/google-cloud-identity/google-cloud-identity.png
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index 000000000000..fbcab6c50e74
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diff --git a/topics/google-cloud-identity/index.md b/topics/google-cloud-identity/index.md
new file mode 100644
index 000000000000..7ee2fcc6762d
--- /dev/null
+++ b/topics/google-cloud-identity/index.md
@@ -0,0 +1,19 @@
+---
+aliases: google-cloud-identity-api
+created_by: Google
+display_name: Google Cloud Identity
+github_url: https://github.com/googleworkspace
+logo: google-cloud-identity.png
+related: google-workspace, google-admin, google-groups
+short_description: Cloud Identity API is an API for provisioning and managing identity resources.
+topic: google-cloud-identity
+url: https://cloud.google.com/identity/docs
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Workspace
+
+---
+Cloud Identity API is an API for provisioning and managing identity resources.
+
+Other resources:
+
+- Read the API documentation at [https://cloud.google.com/identity/docs](https://cloud.google.com/identity/docs)
+- Access the application at [https://cloud.google.com/identity](https://cloud.google.com/identity)
diff --git a/topics/google-cloud/index.md b/topics/google-cloud/index.md
index c9ad8d6b1147..55bb427a73b0 100644
--- a/topics/google-cloud/index.md
+++ b/topics/google-cloud/index.md
@@ -1,13 +1,13 @@
 ---
 aliases: google-cloud-platform, gcp, googlecloudplatform, googlecloud
-display_name: Google Cloud Platform
+display_name: Google Cloud Platform (GCP)
 topic: google-cloud
 github_url: https://github.com/GoogleCloudPlatform
 logo: google-cloud.png
-related: google, firebase, cloud-computing, data-analytics
+related: google, firebase, cloud-computing, data-analytics, serverless, platform-as-a-service, infrastructure-as-a-service
 released: April 7, 2008
 short_description: Google Cloud Platform, offered by Google, is a suite of cloud computing services.
 url: https://cloud.google.com
 wikipedia_url: https://en.wikipedia.org/wiki/Google_Cloud_Platform
 ---
-Google Cloud Platform, offered by Google, is a suite of cloud computing services. Google Cloud Platform provides Infrastructure as a Service, Platform as a Service, and Serverless Computing environments. Alongside a set of management tools, it provides a series of modular cloud services including computing, data storage, data analytics and machine learning.
+**Google Cloud Platform**, offered by Google, is a suite of cloud computing services. It provides Infrastructure as a Service, Platform as a Service, and serverless computing environments. Alongside a set of management tools, it provides a series of modular cloud services including computing, data storage, data analytics and machine learning.
diff --git a/topics/google-docs/google-docs.png b/topics/google-docs/google-docs.png
new file mode 100644
index 000000000000..8f2120acd295
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diff --git a/topics/google-docs/index.md b/topics/google-docs/index.md
new file mode 100644
index 000000000000..76cade5082a1
--- /dev/null
+++ b/topics/google-docs/index.md
@@ -0,0 +1,18 @@
+---
+aliases: gdocs, google-docs-api
+created_by: Google
+display_name: Google Docs
+github_url: https://github.com/googleworkspace
+logo: google-docs.png
+related: google-workspace, google-drive, google-sheets, google-forms, google-slides
+short_description: Create and collaborate on online documents in real-time and from any device.
+topic: google-docs
+url: https://workspace.google.com/products/docs/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Docs
+
+---
+**Google Docs** is an online word processor included as part of the free, web-based Google Docs Editors suite offered by Google. It supports opening and saving documents in the standard OpenDocument format as well as in Rich text format, plain Unicode text, zipped HTML, and Microsoft Word. Exporting to PDF and EPUB formats is implemented.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/docs](https://developers.google.com/docs)
+- Access the application at [https://docs.google.com](https://docs.google.com)
diff --git a/topics/google-drive/google-drive.png b/topics/google-drive/google-drive.png
new file mode 100644
index 000000000000..a08e2f5d6c7e
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diff --git a/topics/google-drive/index.md b/topics/google-drive/index.md
new file mode 100644
index 000000000000..e475932d3537
--- /dev/null
+++ b/topics/google-drive/index.md
@@ -0,0 +1,18 @@
+---
+aliases: gdrive, google-drive-api
+created_by: Google
+display_name: Google Drive
+github_url: https://github.com/googleworkspace
+logo: google-drive.png
+related: google-workspace, google-docs, google-sheets, google-forms, google-slides
+short_description: Store, access, and share your files in one secure place.
+topic: google-drive
+url: https://workspace.google.com/products/drive/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Drive
+
+---
+**Google Drive** is a file storage and synchronization service, launched on April 24, 2012. The official announcement described Drive as "a place where you can create, share, collaborate, and keep all of your stuff"
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/drive](https://developers.google.com/drive)
+- Access the application at [https://drive.google.com](https://drive.google.com)
diff --git a/topics/google-forms/google-forms.png b/topics/google-forms/google-forms.png
new file mode 100644
index 000000000000..73edc2f2779c
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diff --git a/topics/google-forms/index.md b/topics/google-forms/index.md
new file mode 100644
index 000000000000..84de1841a8d9
--- /dev/null
+++ b/topics/google-forms/index.md
@@ -0,0 +1,18 @@
+---
+aliases: google-forms-api
+created_by: Google
+display_name: Google Forms
+github_url: https://github.com/googleworkspace
+logo: google-forms.png
+related: google-workspace, google-docs, google-drive, google-sheets, google-slides
+short_description: Easy to create surveys and forms for everyone.
+topic: google-forms
+url: https://workspace.google.com/products/forms/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Forms
+
+---
+**Google Forms** is a survey application. Forms features all of the collaboration and sharing features found in Docs, Sheets, and Slides. It can also be used to create quizzes, including some specialized functions that are of use in educational settings.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/forms](https://developers.google.com/forms)
+- Access the application at [https://forms.google.com](https://forms.google.com)
diff --git a/topics/google-groups/google-groups.png b/topics/google-groups/google-groups.png
new file mode 100644
index 000000000000..f25fab5408e3
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diff --git a/topics/google-groups/index.md b/topics/google-groups/index.md
new file mode 100644
index 000000000000..22dac9e9a6d2
--- /dev/null
+++ b/topics/google-groups/index.md
@@ -0,0 +1,19 @@
+---
+aliases: google-groups-api
+created_by: Google
+display_name: Google Groups
+github_url: https://github.com/googleworkspace
+logo: google-groups.png
+related: google-workspace, google-admin, gmail, google-cloud-identity, usenet
+short_description: Google Groups is a service from Google that provides
+  discussion groups for people sharing common interests.
+topic: google-groups
+url: https://cloud.google.com/identity/docs/groups
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Groups
+
+---
+**Google Groups** is a service from Google that provides discussion groups for people sharing common interests. The Groups service also provides a gateway to Usenet newsgroups, both reading and posting to them, via a shared user interface. In addition to accessing Google and Usenet groups, registered users can also set up mailing list archives for e-mail lists that are hosted elsewhere
+
+# Other resources
+- Read the API documentation at [https://cloud.google.com/identity/docs/groups](https://cloud.google.com/identity/docs/groups)
+- Access the application at [https://groups.google.com](https://groups.google.com)
diff --git a/topics/google-keep/google-keep.png b/topics/google-keep/google-keep.png
new file mode 100644
index 000000000000..33451b46990f
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diff --git a/topics/google-keep/index.md b/topics/google-keep/index.md
new file mode 100644
index 000000000000..2158a4c2d7c5
--- /dev/null
+++ b/topics/google-keep/index.md
@@ -0,0 +1,18 @@
+---
+aliases: google-keep-api
+created_by: Google
+display_name: Google Keep
+github_url: https://github.com/googleworkspace
+logo: google-keep.png
+related: google-workspace
+short_description: Capture what’s important and get more done.
+topic: google-keep
+url: https://workspace.google.com/products/keep/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Keep
+
+---
+**Google Keep** is a note-taking service with a variety of tools for notes, including text, lists, voice, and images. It became part of Google Workspace in February 2017.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/keep](https://developers.google.com/keep)
+- Access the application at [https://keep.google.com](https://keep.google.com)
diff --git a/topics/google-meet/google-meet.png b/topics/google-meet/google-meet.png
new file mode 100644
index 000000000000..1a0db281fc19
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diff --git a/topics/google-meet/index.md b/topics/google-meet/index.md
new file mode 100644
index 000000000000..8982e047be81
--- /dev/null
+++ b/topics/google-meet/index.md
@@ -0,0 +1,18 @@
+---
+aliases: google-meet-api
+created_by: Google
+display_name: Google Meet
+github_url: https://github.com/googleworkspace
+logo: google-meet.png
+related: google-workspace, google-chat, google-calendar, sip
+short_description: Premium video meetings for everyone.
+topic: google-meet
+url: https://workspace.google.com/products/meet/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Meet
+
+---
+**Google Meet** is a standards-based video conferencing application, using proprietary protocols for video, audio and data transcoding. Google has partnered with Pexip to provide interoperability between the Google protocol and standards-based SIP/H.323 protocols to enable communications between Hangouts Meet and other Video Conferencing equipment and software.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/meet](https://developers.google.com/meet)
+- Access the application at [https://meet.google.com](https://meet.google.com)
diff --git a/topics/google-sheets/google-sheets.png b/topics/google-sheets/google-sheets.png
new file mode 100644
index 000000000000..982ba2ea402d
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diff --git a/topics/google-sheets/index.md b/topics/google-sheets/index.md
new file mode 100644
index 000000000000..43fa1ef0187b
--- /dev/null
+++ b/topics/google-sheets/index.md
@@ -0,0 +1,17 @@
+---
+aliases: gsheets, google-sheets-api, google-spreadsheet, google-spreadsheets
+created_by: Google
+display_name: Google Sheets
+github_url: https://github.com/googleworkspace
+logo: google-sheets.png
+related: google-workspace, google-docs, google-drive, google-forms, google-slides, spreadsheet
+short_description: Create and edit online spreadsheets.
+topic: google-sheets
+url: https://workspace.google.com/products/sheets/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Sheets
+---
+**Google Sheets** is a spreadsheet application included as part of the free, web-based Google Docs Editors suite offered by Google. The app is compatible with Microsoft Excel file formats.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/sheets](https://developers.google.com/sheets)
+- Access the application at [https://sheets.google.com](https://sheets.google.com)
diff --git a/topics/google-slides/google-slides.png b/topics/google-slides/google-slides.png
new file mode 100644
index 000000000000..63c4dc518369
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diff --git a/topics/google-slides/index.md b/topics/google-slides/index.md
new file mode 100644
index 000000000000..9b2cbd9b2bbe
--- /dev/null
+++ b/topics/google-slides/index.md
@@ -0,0 +1,18 @@
+---
+aliases: google-slides-api
+created_by: Google
+display_name: Google Slides
+github_url: https://github.com/googleworkspace
+logo: google-slides.png
+related: google-workspace, google-docs, google-drive, google-sheets, google-forms
+short_description: Beautiful presentations created together.
+topic: google-slides
+url: https://workspace.google.com/products/slides/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Slides
+
+---
+**Google Slides** is a presentation program included as part of the free, web-based Google Docs Editors suite offered by Google. The app is compatible with Microsoft PowerPoint file formats.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/slides](https://developers.google.com/slides)
+- Access the application at [https://slides.google.com](https://slides.google.com)
diff --git a/topics/google-tasks/google-tasks.png b/topics/google-tasks/google-tasks.png
new file mode 100644
index 000000000000..20933ae269b8
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diff --git a/topics/google-tasks/index.md b/topics/google-tasks/index.md
new file mode 100644
index 000000000000..c0e91b15aec8
--- /dev/null
+++ b/topics/google-tasks/index.md
@@ -0,0 +1,20 @@
+---
+aliases: google-tasks-api
+created_by: Google
+display_name: Google Tasks
+github_url: https://github.com/googleworkspace
+logo: google-tasks.png
+related: google-workspace, gmail, google-chat, google-docs, google-drive,
+  google-sheets, google-forms, google-slides
+short_description: Keep track of your daily tasks, organize multiple lists, and
+  track important deadlines.
+topic: google-tasks
+url: https://workspace.google.com/products/tasks/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Tasks
+
+---
+**Google Tasks** lets users capture and manage to-dos anywhere in Google Workspace or using iOS and Android apps. It began as a feature of Gmail and Calendar before launching as a standalone app in June 2018. It integrates directly with Google Calendar, and tasks can be created from emails in Gmail. 
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/tasks](https://developers.google.com/tasks)
+- Access the application at [https://mail.google.com](https://mail.google.com)
diff --git a/topics/google-vault/google-vault.png b/topics/google-vault/google-vault.png
new file mode 100644
index 000000000000..b2a2c5dfcd24
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diff --git a/topics/google-vault/index.md b/topics/google-vault/index.md
new file mode 100644
index 000000000000..64ec1f8c23b9
--- /dev/null
+++ b/topics/google-vault/index.md
@@ -0,0 +1,18 @@
+---
+aliases: google-vault-api
+created_by: Google
+display_name: Google Vault
+github_url: https://github.com/googleworkspace
+logo: google-vault.png
+related: google-workspace, google-admin
+short_description: Data retention and eDiscovery for Google Workspace.
+topic: google-vault
+url: https://workspace.google.com/products/vault/
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Vault
+
+---
+**Google Vault** an archiving and electronic discovery service exclusively available to Google Workspace customers.
+
+# Other resources
+- Read the API documentation at [https://developers.google.com/vault](https://developers.google.com/vault)
+- Access the application at [https://vault.google.com](https://vault.google.com)
diff --git a/topics/google-workspace/google-workspace.png b/topics/google-workspace/google-workspace.png
new file mode 100644
index 000000000000..365b599159eb
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diff --git a/topics/google-workspace/index.md b/topics/google-workspace/index.md
new file mode 100644
index 000000000000..95dcc9fea777
--- /dev/null
+++ b/topics/google-workspace/index.md
@@ -0,0 +1,39 @@
+---
+aliases: gsuite, google-workspace-api
+created_by: Google
+display_name: Google Workspace
+github_url: https://github.com/googleworkspace
+logo: google-workspace.png
+related: gmail, google-calendar, google-chat, google-meet, google-docs,
+  google-drive, google-sheets, google-forms, google-slides
+short_description: Secure collaboration and productivity apps for businesses of all sizes.
+topic: google-workspace
+url: https://workspace.google.com
+wikipedia_url: https://en.wikipedia.org/wiki/Google_Workspace
+
+---
+**Google Workspace** (also known als **GSuite**) is a collection of cloud computing, productivity and collaboration tools, software and products developed and marketed by Google
+
+# Products
+* [Google Drive](https://github.com/topics/google-drive)
+* [Google Forms](https://github.com/topics/google-forms)
+* [Google Classroom/Workspace for Education](https://github.com/topics/google-classroom)
+* [Google Vault](https://github.com/topics/google-vault)
+
+## Personal Information Manager
+* [GMail](https://github.com/topics/gmail)
+* [Google Calendar](https://github.com/topics/google-calendar)
+* [Google Contacts](https://github.com/topics/google-contacts)
+* [Google Chat](https://github.com/topics/google-chat)
+* [Google Meet](https://github.com/topics/google-meet)
+* [Google Tasks](https://github.com/topics/google-tasks)
+
+## Office Suite
+* [Google Docs](https://github.com/topics/google-docs)
+* [Google Sheets/Google Spreadsheets](https://github.com/topics/google-sheets)
+* [Google Slides](https://github.com/topics/google-slides)
+
+# Other resources
+
+- Read the API documentation at [https://developers.google.com/workspace](https://developers.google.com/workspace)
+- Access the application at [https://workspace.google.com/business/signup/welcome](https://workspace.google.com/business/signup/welcome)
diff --git a/topics/grapheneos/grapheneos.png b/topics/grapheneos/grapheneos.png
new file mode 100644
index 000000000000..e4ba81c725f8
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diff --git a/topics/grapheneos/index.md b/topics/grapheneos/index.md
new file mode 100644
index 000000000000..bbee1d26d6cb
--- /dev/null
+++ b/topics/grapheneos/index.md
@@ -0,0 +1,14 @@
+---
+aliases: androidhardening, android-hardening, androidhardening-project, android-hardening-project, copperhead, copperhead-os, copperheados, graphene-os
+created_by: Daniel Micay
+display_name: GrapheneOS
+github_url: https://github.com/GrapheneOS
+logo: grapheneos.png
+related: android, security, privacy, hardening
+released: 2014
+short_description: GrapheneOS is a private and secure mobile operating system with Android app compatibility.
+topic: grapheneos
+url: https://grapheneos.org/
+wikipedia_url: https://en.wikipedia.org/wiki/GrapheneOS
+---
+GrapheneOS is a free and open source privacy and security focused based on the Android Open Source Project (AOSP). It deploys a hardened kernel, [hardened memory allocator](https://github.com/GrapheneOS/hardened_malloc), [C library](https://github.com/GrapheneOS/platform_bionic), [SELinux policies](https://github.com/GrapheneOS/platform_system_sepolicy), [WebView, and Chromium-based browser (Vanadium)](https://github.com/GrapheneOS/Vanadium).
diff --git a/topics/graphql/index.md b/topics/graphql/index.md
index 83283c0ed3a5..0965679a3e1f 100644
--- a/topics/graphql/index.md
+++ b/topics/graphql/index.md
@@ -5,10 +5,10 @@ display_name: GraphQL
 github_url: https://github.com/graphql
 logo: graphql.png
 released: 2015
-related: api, rest
+related: api, rest, graphiql, sparql, sql
 short_description: GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data.
 topic: graphql
 url: http://graphql.org/
 wikipedia_url: https://en.wikipedia.org/wiki/GraphQL
 ---
-GraphQL is a data query language developed by Facebook. It provides an alternative to REST and ad-hoc webservice architectures. It allows clients to define the structure of the data required, and exactly the same structure of the data is returned from the server. It is a strongly typed runtime which allows clients to dictate what data is needed.
+**GraphQL** is a data query language developed by Facebook. It provides an alternative to REST and ad-hoc webservice architectures. It allows clients to define the structure of the data required, and exactly the same structure of the data is returned from the server. It is a strongly typed runtime which allows clients to dictate what data is needed.
diff --git a/topics/green-software/index.md b/topics/green-software/index.md
new file mode 100644
index 000000000000..5bdefaefb720
--- /dev/null
+++ b/topics/green-software/index.md
@@ -0,0 +1,9 @@
+---
+aliases: sustainable-software, green-computing
+display_name: Green Software
+short_description: Software projects that aim to greenify computing.
+topic: green-software
+wikipedia_url: https://en.wikipedia.org/wiki/Green_computing
+---
+
+This topic gathers projects that exemplify or help to provide green computing. Green software is engineered to reduce energy consumption, which considers factors like algorithmic and language efficiency, networking, storage footprint, compute requirements, and so forth. Some projects follow great green software practices that should be highlighted; others help the rest of the world greenify their own code. The projects collected here are a mix of both.
diff --git a/topics/grid-computing/index.md b/topics/grid-computing/index.md
new file mode 100644
index 000000000000..e3faf2c21589
--- /dev/null
+++ b/topics/grid-computing/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Grid computing
+short_description: Grid computing is a form of distributed computing that uses a network of computers to perform complex tasks.
+topic: grid-computing
+wikipedia_url: https://en.wikipedia.org/wiki/Grid_computing
+---
+
+Grid computing is a form of distributed computing that uses a network of computers to perform complex tasks. Grid computing is a form of parallel computing. The term grid computing was first used in 1997 by Carl Kesselman to describe the computing resources that were available at the San Diego Supercomputer Center. The term was popularized by the 2002 book Grid Computing: Making the Global Infrastructure a Reality by Kesselman and Tony Hey.
diff --git a/topics/grpc/index.md b/topics/grpc/index.md
index 6bf77c6b7748..7ab2d6ffc749 100644
--- a/topics/grpc/index.md
+++ b/topics/grpc/index.md
@@ -8,5 +8,6 @@ short_description: gRPC is a high performance RPC framework.
 topic: grpc
 url: https://grpc.io/
 wikipedia_url: https://en.wikipedia.org/wiki/GRPC
+related: rpc, http2, protobuf, capn-proto, json-rpc
 ---
-gRPC is a modern open source high performance RPC framework that can run in any environment. It can efficiently connect services in and across data centers with pluggable support for load balancing, tracing, health checking and authentication. It is also applicable in last mile of distributed computing to connect devices, mobile applications and browsers to backend services.
+**gRPC** (**gRPC Remote Procedure Calls**) is a modern open source high performance RPC framework that can run in any environment. It can efficiently connect services in and across data centers with pluggable support for load balancing, tracing, health checking and authentication. It is also applicable in last mile of distributed computing to connect devices, mobile applications and browsers to backend services.
diff --git a/topics/gtk/gtk.png b/topics/gtk/gtk.png
new file mode 100644
index 000000000000..eb07b8707c22
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diff --git a/topics/gtk/index.md b/topics/gtk/index.md
new file mode 100644
index 000000000000..13ff63f7e44f
--- /dev/null
+++ b/topics/gtk/index.md
@@ -0,0 +1,14 @@
+---
+aliases: gtk2, gtk3, gtk4
+created_by: Spencer Kimball, Peter Mattis
+display_name: GTK
+github_url: https://github.com/GNOME/gtk
+logo: gtk.png
+released: April 14, 1998
+short_description: GTK (formerly GIMP ToolKit and GTK+) is a cross-platform toolkit for creating graphical user interfaces.
+topic: gtk
+related: c
+url: https://www.gtk.org
+wikipedia_url: https://en.wikipedia.org/wiki/GTK
+---
+GTK (formerly GIMP ToolKit and GTK+) is a free software cross-platform widget toolkit for creating graphical user interfaces. It is licensed under the terms of the GNU Lesser General Public License, allowing both free and proprietary software to use it. It is one of the most popular toolkits for the Wayland and X11 windowing systems.
\ No newline at end of file
diff --git a/topics/guilded/index.md b/topics/guilded/index.md
new file mode 100644
index 000000000000..eff8ea3b7c7c
--- /dev/null
+++ b/topics/guilded/index.md
@@ -0,0 +1,13 @@
+---
+aliases: guilded-gg
+related: guilded-api, guilded-bot
+display_name: Guilded
+created_by: Eli Brown
+github_url: https://github.com/TeamGuilded
+released: March 17, 2017
+short_description: Guilded is a VoIP and chat service primarily catered to a gaming audience.
+topic: guilded
+url: https://www.guilded.gg
+wikipedia_url: https://en.wikipedia.org/wiki/Guilded
+---
+Guilded is a VoIP and chat service that is usually seen as an alternative or competitor to [Discord](https://github.com/topics/discord). Guilded tends to push primarily gaming-centric features. They [publicized their developer API](https://www.guilded.gg/blog/guilded-api) in 2022.
diff --git a/topics/guzzle/index.md b/topics/guzzle/index.md
new file mode 100644
index 000000000000..f749e1be5995
--- /dev/null
+++ b/topics/guzzle/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Guzzle
+short_description: Guzzle, an extensible PHP HTTP client.
+topic: guzzle
+related: psr-7, httpclient, http-client, curl
+url: https://docs.guzzlephp.org
+github_url: https://github.com/guzzle/guzzle
+created_by: Matthew Weier O'Phinney
+released: March 2, 2011
+---
+Guzzle is a PHP HTTP client that makes it easy to send HTTP requests and trivial to integrate with web services.
diff --git a/topics/hack-and-slash/index.md b/topics/hack-and-slash/index.md
index 6994a152ce2a..1db23ccf6480 100644
--- a/topics/hack-and-slash/index.md
+++ b/topics/hack-and-slash/index.md
@@ -2,7 +2,7 @@
 display_name: hack-and-slash
 topic: hack-and-slash
 aliases: hack-n-slash, hack-and-slash-game, hack-n-slash-game, hack-and-slay-game, hack-n-slay, hack-n-slay-game
-related: role-playing-game,mud, mmorpg
+related: role-playing-game, mud, mmorpg
 short_description: A genre of video game.
 wikipedia_url: https://en.wikipedia.org/wiki/Hack_and_slash
 ---
diff --git a/topics/hackathon-kit/index.md b/topics/hackathon-kit/index.md
index 83582d4deeff..bfffd59fdec4 100644
--- a/topics/hackathon-kit/index.md
+++ b/topics/hackathon-kit/index.md
@@ -2,7 +2,7 @@
 topic: hackathon-kit
 aliases: hack-kit, resources, resource
 display_name: Hackathon-Kit
-related: game-jam, hacktoberfest, game-off, hackathon-organiser, hackathon, hackathons
+related: game-jam, hacktoberfest, game-off, hackathon-organizer, hackathon, hackathons
 short_description: A kit or resource for hackathons.
 wikipedia_url: https://en.wikipedia.org/wiki/Hackathon
 ---
diff --git a/topics/hackathon-organiser/index.md b/topics/hackathon-organiser/index.md
index 798b53c076ca..c3491c73dfbe 100644
--- a/topics/hackathon-organiser/index.md
+++ b/topics/hackathon-organiser/index.md
@@ -1,6 +1,6 @@
 ---
 topic: hackathon-organiser
-aliases: event-organiser, hack-organiser, hack-organizer, event-organizer
+aliases: event-organiser, hack-organiser, hack-organizer, event-organizer, hackathon-organizer
 display_name: Hackathon-Organiser
 related: game-jam, hacktoberfest, game-off, hackathon-kit, hackathon, hackathons
 short_description: A person who organises or runs hackathons.
diff --git a/topics/hackathon/index.md b/topics/hackathon/index.md
index e39e15d646d7..d60d05e56077 100644
--- a/topics/hackathon/index.md
+++ b/topics/hackathon/index.md
@@ -1,8 +1,7 @@
 ---
 topic: hackathon
-aliases: hackfest, codefest, hackday
+aliases: hackfest, codefest, hackday, hackathons
 display_name: Hackathon
-aliases: hackathons
 related: game-jam, hacktoberfest, game-off, hackathon-kit, hackathon-organiser
 short_description: A hackathon is a gathering where developers collaboratively code in an extreme manner over a short period of time.
 wikipedia_url: https://en.wikipedia.org/wiki/Hackathon
diff --git a/topics/hackclub/hackclub.png b/topics/hackclub/hackclub.png
new file mode 100644
index 000000000000..4071abf177de
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diff --git a/topics/hackclub/index.md b/topics/hackclub/index.md
new file mode 100644
index 000000000000..2aa69f56ef7e
--- /dev/null
+++ b/topics/hackclub/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Zach Latta
+display_name: Hack Club
+github_url: https://github.com/hackclub
+logo: hackclub.png
+related: hackathons, clubs, hacking
+released: 2014
+short_description: Hack Club is a worldwide community of high school hackers. We make things. We help one another. We have fun.
+topic: hackclub
+url: https://hackclub.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Hack_Club
+---
+Welcome to Hack Club, a worldwide community of high school hackers. We’re artists, writers, engineers, tinkerers, campers, filmmakers, volunteers. We make things. We help one another. We have fun.
diff --git a/topics/hacking/index.md b/topics/hacking/index.md
new file mode 100644
index 000000000000..c47d80aaadc5
--- /dev/null
+++ b/topics/hacking/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Hacking
+related: cybersecurity, information-security, penetration-testing
+short_description: Hacking involves gaining unauthorized access to data in a system or computer.
+topic: hacking
+wikipedia_url: https://en.wikipedia.org/wiki/Hacker_(computer_security)
+---
+**Hacking** refers to the practice of gaining unauthorized access to data in a system or computer. This topic encompasses various forms of hacking, including black-hat and grey-hat hacking, which involve malicious or non-malicious intent. It explores the tools and techniques used by hackers, the motivations behind hacking, and the measures organizations can take to protect themselves.
diff --git a/topics/hacksquad/hacksquad.png b/topics/hacksquad/hacksquad.png
new file mode 100644
index 000000000000..ab88d1d541a5
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diff --git a/topics/hacksquad/index.md b/topics/hacksquad/index.md
new file mode 100644
index 000000000000..bf45c44e42ff
--- /dev/null
+++ b/topics/hacksquad/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Novu
+display_name: HackSquad
+logo: hacksquad.png
+released: October 2021
+short_description: Contribute code, meet community members, participate in workshops, and win more swags.
+topic: hacksquad
+url: https://hacksquad.dev/
+---
+With the fantastic atmosphere of Hacktoberfest, HackSquad has been started to double the fun and contributions. HackSquad is here to enhance your swag, meet with more community members and participate in workshops from various open source projects.
diff --git a/topics/hacktoberfest/hacktoberfest.png b/topics/hacktoberfest/hacktoberfest.png
index 126db1dae110..f202b9bb403c 100644
Binary files a/topics/hacktoberfest/hacktoberfest.png and b/topics/hacktoberfest/hacktoberfest.png differ
diff --git a/topics/hacktoberfest/index.md b/topics/hacktoberfest/index.md
index 8dd06fa6805c..24ddf16fa689 100644
--- a/topics/hacktoberfest/index.md
+++ b/topics/hacktoberfest/index.md
@@ -3,8 +3,12 @@ created_by: DigitalOcean and GitHub
 display_name: Hacktoberfest
 logo: hacktoberfest.png
 released: October 2014
-short_description: Hacktoberfest is a month-long celebration of open source software.
+short_description: Hacktoberfest is a month-long celebration of open source projects, their maintainers, and the entire community of contributors.
 topic: hacktoberfest
-url: https://hacktoberfest.digitalocean.com/
+url: https://hacktoberfest.com/
+aliases: hacktoberfest-contributions, hacktoberfest-repo, hacktoberfest-contribute, hacktoberfest-participants, hacktoberfest-challenge, hacktoberfest-topic, hacktoberfest-project, hacktoberfest-maintainer
 ---
-Hacktoberfest is a month-long celebration of open source software. Each October, open source maintainers give new contributors extra attention as they guide developers through their first pull requests on GitHub.
+**Hacktoberfest** is a month-long celebration of open source projects, their maintainers, and the entire community of contributors. Each October, open source maintainers give new contributors extra attention as they guide developers through their first pull requests on GitHub.
+
+# By programming language
+[JavaScript](https://github.com/topics/hacktoberfest?l=javascript) &bull; [Python](https://github.com/topics/hacktoberfest?l=python) &bull; [Java](https://github.com/topics/hacktoberfest?l=java)
diff --git a/topics/hammer/index.md b/topics/hammer/index.md
new file mode 100644
index 000000000000..e7aa659fc379
--- /dev/null
+++ b/topics/hammer/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Hammer
+short_description: Hammer editor is a tool created by valve software for source 1 games.
+aliases: valve-hammer, worldcraft, hammer-editor
+topic: hammer
+---
+Hammer editor is a tool created by valve software in 2004 to creating custom levels for the source 1 games.
diff --git a/topics/hanami/hanami.png b/topics/hanami/hanami.png
new file mode 100644
index 000000000000..36f258835b89
Binary files /dev/null and b/topics/hanami/hanami.png differ
diff --git a/topics/hanami/index.md b/topics/hanami/index.md
new file mode 100644
index 000000000000..aa3bb2949ba1
--- /dev/null
+++ b/topics/hanami/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Luca Guidi
+display_name: Hanami
+github_url: https://github.com/hanami
+logo: hanami.png
+related: ruby, rails, sinatra, web-framework
+released: January 23, 2014
+short_description: Hanami is a full-stack Ruby web framework focused on simplicity and maintainability.
+topic: hanami
+url: https://hanamirb.org/
+---
+Hanami is a full-stack Ruby web framework that is built for people. It consists of modular libraries and standalone components that work well together or can be used independently. Hanami focuses on simplicity, less DSLs, minimal conventions, more objects, zero monkey-patching, and the separation of concerns between Model, View, and Controller layers.
\ No newline at end of file
diff --git a/topics/handlebars/handlebars.png b/topics/handlebars/handlebars.png
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diff --git a/topics/handlebars/index.md b/topics/handlebars/index.md
new file mode 100644
index 000000000000..08eef826cad2
--- /dev/null
+++ b/topics/handlebars/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Yehuda Katz
+aliases: handlebarsjs
+display_name: Handlebars
+logo: handlebars.png
+short_description: Handlebars is a simple templating language, that uses a template and an input object to generate HTML or other text formats.
+topic: handlebars
+url: https://handlebarsjs.com
+related: mustache-js, ejs-templates, pug, nunjucks, jinja2, liquid, javascript, templating
+released: February 15, 2011
+github_url: https://github.com/handlebars-lang
+---
+**Handlebars** is a simple templating language. It uses a template and an input object to generate HTML or other text formats. Handlebars templates look like regular text with embedded Handlebars expressions. Handlebars is largely compatible with Mustache templates. In most cases it is possible to swap out Mustache with Handlebars and continue using your current templates. A handlebars expression is a "{{", some contents, followed by a "}}". When the template is executed, these expressions are replaced with values from an input object.
diff --git a/topics/haxe/haxe.png b/topics/haxe/haxe.png
new file mode 100644
index 000000000000..e810641ed569
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diff --git a/topics/haxe/index.md b/topics/haxe/index.md
index 7b128cbb4913..c817ad4a6ae6 100644
--- a/topics/haxe/index.md
+++ b/topics/haxe/index.md
@@ -5,6 +5,7 @@ display_name: Haxe
 github_url: https://github.com/HaxeFoundation
 released: '2005'
 short_description: A metalanguage resembling ECMAScript which can be transpiled into a variety of languages.
+logo: haxe.png
 topic: haxe
 url: https://haxe.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Haxe
diff --git a/topics/hdu/hdu.png b/topics/hdu/hdu.png
new file mode 100644
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diff --git a/topics/hdu/index.md b/topics/hdu/index.md
new file mode 100644
index 000000000000..69160f5a0771
--- /dev/null
+++ b/topics/hdu/index.md
@@ -0,0 +1,10 @@
+---
+aliases: hangzhou-dianzi-university
+display_name: Hangzhou Dianzi University
+short_description: Hangzhou Dianzi University is a public university specializing in electronic and information sciences.
+topic: hdu
+logo: hdu.png
+url: https://www.hdu.edu.cn/
+wikipedia_url: https://en.wikipedia.org/wiki/Hangzhou_Dianzi_University
+---
+Hangzhou Dianzi University (HDU; Chinese: 杭州电子科技大学) is a provincial public university in Hangzhou, Zhejiang, China that specializes in electronic and information sciences and is recognized as a key institution in Zhejiang's high-level university construction initiative.
diff --git a/topics/highlightjs/highlightjs.png b/topics/highlightjs/highlightjs.png
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index 000000000000..80bd66c1e217
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diff --git a/topics/highlightjs/index.md b/topics/highlightjs/index.md
new file mode 100644
index 000000000000..c11cd0c41c30
--- /dev/null
+++ b/topics/highlightjs/index.md
@@ -0,0 +1,10 @@
+---
+aliases: highlight-js
+display_name: Highlight.js
+github_url: https://github.com/highlightjs
+logo: highlightjs.png
+short_description: Highlight.js is a syntax highlighter written in JavaScript.
+topic: highlightjs
+url: https://highlightjs.org/
+---
+Highlight.js is a syntax highlighter written in JavaScript. It works in the browser as well as on the server. It can work with pretty much any markup, doesn’t depend on any other frameworks, and has automatic language detection.
\ No newline at end of file
diff --git a/topics/honojs/honojs.png b/topics/honojs/honojs.png
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diff --git a/topics/honojs/index.md b/topics/honojs/index.md
new file mode 100644
index 000000000000..6df420d26b5b
--- /dev/null
+++ b/topics/honojs/index.md
@@ -0,0 +1,13 @@
+---
+aliases: hono, hono-js
+created_by: Yusuke Wada 
+display_name: Hono
+github_url: https://github.com/honojs
+logo: honojs.png
+released: December 15, 2021
+short_description: Web framework built on Web Standards.
+topic: honojs
+url: https://hono.dev/
+related: honox
+---
+**Hono** is Web framework built on Web Standards.
diff --git a/topics/i18n/index.md b/topics/i18n/index.md
new file mode 100644
index 000000000000..69a3c67273b2
--- /dev/null
+++ b/topics/i18n/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Internationalization (i18n)
+short_description: Internationalization is designing and developing in a way that can be adapted for users from any culture, region, or language.
+aliases: internationalization, internationalisation
+topic: i18n
+related: l10n, localization, localisation, intl, globalisation, globalization, translation, translate, g11n
+wikipedia_url: https://en.wikipedia.org/wiki/Internationalization_and_localization
+url: https://www.w3.org/International/i18n-drafts/nav/about
+---
+**Internationalization** (often abbreviated to **i18n** — this is a numeronym, where the “18” stands for the 18 letters between the first letter “i” and the last letter “n”) is designing and developing in a way that can be adapted for users from any culture, region, or language.
diff --git a/topics/iced/iced.png b/topics/iced/iced.png
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index 000000000000..64de4980e668
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diff --git a/topics/iced/index.md b/topics/iced/index.md
new file mode 100644
index 000000000000..a9c4f7a52941
--- /dev/null
+++ b/topics/iced/index.md
@@ -0,0 +1,13 @@
+---
+aliases: icedrs
+created_by: Héctor Ramón
+display_name: Iced
+github_url: https://github.com/iced-rs/iced
+logo: iced.png
+related: gui, rust, widget, interface, toolkit, elm, graphics
+released: September 05, 2019
+short_description: A cross-platform GUI library for Rust focused on simplicity and type-safety.
+topic: iced
+url: https://iced.rs
+---
+Iced is a cross-platform GUI library for Rust inspired by [The Elm Architecture](https://elm-lang.org/) and focused on simplicity and type-safety.
diff --git a/topics/id-tech/index.md b/topics/id-tech/index.md
new file mode 100644
index 000000000000..82b4b6ed960d
--- /dev/null
+++ b/topics/id-tech/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Id Tech
+short_description: Id Tech is a game engine developed by id Software in 1993.
+topic: id-tech
+wikipedia_url: https://en.wikipedia.org/wiki/Id_Tech
+---
+Id Tech is a game engine developed by id Software in 1993, known for running games such as Doom, Hexen, and Quake.
\ No newline at end of file
diff --git a/topics/identicons/identicons.png b/topics/identicons/identicons.png
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diff --git a/topics/identicons/index.md b/topics/identicons/index.md
new file mode 100644
index 000000000000..be38ddaec2e0
--- /dev/null
+++ b/topics/identicons/index.md
@@ -0,0 +1,9 @@
+---
+aliases: identicon
+display_name: Identicons
+logo: identicons.png
+short_description: Identicons are visual representations of data in the form of avatars.
+topic: identicons
+wikipedia_url: https://en.wikipedia.org/wiki/Identicon
+---
+An Identicon is a visual representation of a hash value, usually of an IP address, that serves to identify a user of a computer system as a form of avatar while protecting the user's privacy.
diff --git a/topics/iiif/iiif.png b/topics/iiif/iiif.png
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index 000000000000..22a13a77cdf5
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diff --git a/topics/iiif/index.md b/topics/iiif/index.md
new file mode 100644
index 000000000000..4a51bdc0c2a9
--- /dev/null
+++ b/topics/iiif/index.md
@@ -0,0 +1,9 @@
+---
+display_name: IIIF
+short_description: IIIF is a set of open standards for delivering high-quality, attributed digital objects online at scale.
+related: graphics, api, digital-humanities
+topic: iiif
+logo: iiif.png
+wikipedia_url: https://en.wikipedia.org/wiki/International_Image_Interoperability_Framework
+---
+The International Image Interoperability Framework (IIIF) is a set of open standards for delivering high-quality, attributed digital objects online at scale. It’s also an international community developing and implementing the IIIF APIs. IIIF is backed by a consortium of leading cultural institutions.
diff --git a/topics/image/index.md b/topics/image/index.md
new file mode 100644
index 000000000000..9de7a4834747
--- /dev/null
+++ b/topics/image/index.md
@@ -0,0 +1,10 @@
+---
+aliases: images, pictures, photo, picture, photos
+created_by: The photography and graphic design community
+display_name: Image
+related: photography, graphic-design, multimedia, visual-arts
+short_description: Images encompass photographs, illustrations, and visual content used in various media.
+topic: image
+wikipedia_url: https://en.wikipedia.org/wiki/Image
+---
+**Image** refers to a depiction or representation that visually portrays objects, scenes, or ideas. This topic covers a broad spectrum from digital photographs and illustrations to complex graphics used in various forms of media. It explores the creation, editing, and usage of images in fields like photography, graphic design, advertising, and digital art. This topic also delves into the technologies and software that facilitate image processing and enhancement, highlighting trends and innovations in visual media.
diff --git a/topics/imagenet/index.md b/topics/imagenet/index.md
new file mode 100644
index 000000000000..e51d3c33a07a
--- /dev/null
+++ b/topics/imagenet/index.md
@@ -0,0 +1,7 @@
+---
+display_name: ImageNet
+short_description: ImageNet is a large-scale visual database of labeled images organized according to the WordNet hierarchy.
+topic: imagenet
+wikipedia_url: https://en.wikipedia.org/wiki/ImageNet
+---
+ImageNet is a large-scale visual database of labeled images organized according to the WordNet hierarchy. It has been a foundational benchmark for evaluating image classification and object recognition models in computer vision.
diff --git a/topics/indieweb/index.md b/topics/indieweb/index.md
index 922b8cf0c874..086de43ad3ff 100644
--- a/topics/indieweb/index.md
+++ b/topics/indieweb/index.md
@@ -9,5 +9,6 @@ short_description: The IndieWeb is a people-focused alternative to the "corporat
 topic: indieweb
 url: https://indieweb.org/
 wikipedia_url: https://en.wikipedia.org/wiki/IndieWeb
+related: microformats, webmention, decentralized-web, decentralized, decentralization
 ---
-The IndieWeb is a community of individual personal websites, connected by simple standards, based on the principles of owning your domain, using it as your primary identity, to publish on your own site (optionally syndicate elsewhere), and own your data.
+The **IndieWeb** is a community of individual personal websites, connected by simple standards, based on the principles of owning your domain, using it as your primary identity, to publish on your own site (optionally syndicate elsewhere), and own your data.
diff --git a/topics/infoarena/index.md b/topics/infoarena/index.md
new file mode 100644
index 000000000000..2868fdf67ea5
--- /dev/null
+++ b/topics/infoarena/index.md
@@ -0,0 +1,13 @@
+---
+display_name: infoarena
+aliases: infoarena-ro, info-arena, info-arena-ro
+github_url: https://github.com/topics/infoarena
+logo: infoarena.png
+created_by: Cristian Strat, Mircea Pasoi, Silviu-Ionut Ganceanu, Dan-Leonard Crestez
+released: April 28, 2003
+short_description: Algorithm and Data Structure problems for Infoarena.ro.
+topic: infoarena
+related: cplusplus, algorithms, competitive-programming, data-structures, string-manipulation, graph-theory, dynamic-programming, greedy-algorithms, matrix-algebra, geometry-algorithms
+url: https://www.infoarena.ro/
+---
+Infoarena.ro is the the biggest Romanian online community helping thousands of young students learn and train for national and international Computer Science contests, supported by a team of former Olympic students.
diff --git a/topics/infoarena/infoarena.png b/topics/infoarena/infoarena.png
new file mode 100644
index 000000000000..02bb1bef84cf
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diff --git a/topics/infrastructure-as-code/index.md b/topics/infrastructure-as-code/index.md
new file mode 100644
index 000000000000..7511bcc0b9ef
--- /dev/null
+++ b/topics/infrastructure-as-code/index.md
@@ -0,0 +1,9 @@
+---
+aliases: iac
+display_name: Infrastructure as code
+short_description: Infrastructure as code is a way to manage environment packages as code instead of manual installation and mantainance.
+related: cloud-computing, devops, containerization, as-code, everything-as-code, container-orchestration, infrastructure-as-a-service, provisioning, infrastructure-drift
+topic: infrastructure-as-code
+wikipedia_url: https://en.wikipedia.org/wiki/Infrastructure_as_code
+---
+Nowadays, developers strive to have as identical environments for production, staging and development as possible to rule out any infrastructure interferance. Therefore, instead of installing and maintaining packages manually, **infrastructure** is defined and managed **as code**. Container orchestration solutions and version control systems help keeping all environments in sync and changes transparent.
diff --git a/topics/inkscape/index.md b/topics/inkscape/index.md
new file mode 100644
index 000000000000..e7b046365b32
--- /dev/null
+++ b/topics/inkscape/index.md
@@ -0,0 +1,11 @@
+---
+topic: inkscape
+display_name: Inkscape
+logo: inkscape.png
+released: November 2, 2003
+short_description: Inkscape is an open-source vector graphics editor used to create vector images, primarily in the SVG format.
+url: https://inkscape.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Inkscape
+related: svg
+---
+Inkscape is a free and open source vector graphics editor for GNU/Linux, Windows and macOS. It offers a rich set of features and is widely used for both artistic and technical illustrations such as cartoons, clip art, logos, typography, diagramming and flowcharting. It uses vector graphics to allow for sharp printouts and renderings at unlimited resolution and is not bound to a fixed number of pixels like raster graphics. Inkscape uses the standardized SVG file format as its main format, which is supported by many other applications including web browsers.
diff --git a/topics/inkscape/inkscape.png b/topics/inkscape/inkscape.png
new file mode 100644
index 000000000000..67f2b27ae705
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diff --git a/topics/instrumentation/index.md b/topics/instrumentation/index.md
new file mode 100644
index 000000000000..10715a8e0208
--- /dev/null
+++ b/topics/instrumentation/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Instrumentation
+short_description: Instrumentation is the act of inserting instructions into software to analyze it without changing its overall behavior.
+topic: instrumentation
+wikipedia_url: https://en.wikipedia.org/wiki/Instrumentation_(computer_programming)
+related: code-instrumentation, binary-instrumentation
+---
+In computer science, **instrumentation** is a technique that consists of inserting specific instructions into a program to monitor and/or analyze its performance, functionality, or behavior, but without changing how it behaves.
+It can be done statically, changing the program before executing it, or dynamically, inserting instructions while it's being executed.
diff --git a/topics/integration-testing/index.md b/topics/integration-testing/index.md
new file mode 100644
index 000000000000..1ebec3e85e05
--- /dev/null
+++ b/topics/integration-testing/index.md
@@ -0,0 +1,8 @@
+---
+aliases: integration-tests
+topic: integration-testing
+display_name: Integration testing
+short_description: Integration testing is a more process-oriented testing approach focussing on larger parts of the software than unit testing.
+related: testing, unit-testing, tdd, test-automation, e2e-tests, contract-testing, ui-testing, acceptance-testing, api-testing
+---
+**Integration testing** is a type of software testing that focusses on larger parts of the software than unit testing, and is more process-oriented and less about just checking simple calculations between input and output data. This ensures, that multiple units work together (they integrate with each other) to walk through different steps.
diff --git a/topics/interactive-fiction/index.md b/topics/interactive-fiction/index.md
index fca3658846c4..b686fd30ac36 100644
--- a/topics/interactive-fiction/index.md
+++ b/topics/interactive-fiction/index.md
@@ -1,9 +1,9 @@
 ---
-display_name: interactive-fiction
+display_name: Interactive fiction
 topic: interactive-fiction
 aliases: if
 related: visual-novel, text-adventure
 short_description: A genre of video game.
 wikipedia_url: https://en.wikipedia.org/wiki/Interactive_fiction
 ---
-Software simulating environments in which players use text commands to control characters and influence the environment.
\ No newline at end of file
+Software simulating environments in which players use text commands to control characters and influence the environment.
diff --git a/topics/interactive-film/index.md b/topics/interactive-film/index.md
index 6a4e075f675a..7dee149e0387 100644
--- a/topics/interactive-film/index.md
+++ b/topics/interactive-film/index.md
@@ -4,5 +4,6 @@ topic: interactive-film
 aliases: interative-movie, interactive-video, movie-game
 short_description: A genre of video game.
 wikipedia_url: https://en.wikipedia.org/wiki/Interactive_film
+related: visual-novel, interactive-storytelling
 ---
-A style if video game that presents its gameplay in a cinematic, scripted manner, often through the use of video or animation.
\ No newline at end of file
+An **interactive film** is a style of video game that presents its gameplay in a cinematic, scripted manner, often through the use of video or animation.
\ No newline at end of file
diff --git a/topics/interview/index.md b/topics/interview/index.md
new file mode 100644
index 000000000000..64d5ae89dd8e
--- /dev/null
+++ b/topics/interview/index.md
@@ -0,0 +1,10 @@
+---
+aliases: job-interview, interview-questions
+created_by: The career development community
+display_name: Interview
+related: resume, career-advice, soft-skills, job-search
+short_description: Interviews are formal meetings to assess applicants' suitability for positions.
+topic: interview
+wikipedia_url: https://en.wikipedia.org/wiki/Job_interview
+---
+**Interviews** are critical components of the job application process, serving as formal evaluations of candidates' skills, experience, and suitability for specific roles. This topic explores various aspects of interviews, including preparation strategies, common questions, and tips for making a positive impression. It also covers different types of interviews, such as behavioral, technical, and case interviews, providing resources and advice to help candidates succeed.
diff --git a/topics/io/index.md b/topics/io/index.md
new file mode 100644
index 000000000000..41f222dfdb65
--- /dev/null
+++ b/topics/io/index.md
@@ -0,0 +1,7 @@
+---
+display_name: IO
+short_description: io is a input and output for computer programs.
+aliases: io-domain, io-game, io-website
+topic: io
+---
+io is a input and output for computer programs for web domains.
diff --git a/topics/ioc/index.md b/topics/ioc/index.md
new file mode 100644
index 000000000000..be503ad2dc3c
--- /dev/null
+++ b/topics/ioc/index.md
@@ -0,0 +1,9 @@
+---
+topic: ioc
+display_name: IoC (Disambiguation)
+short_description: 'IoC can either mean "Inversion of Control" or "Indicator of Compromise", depending on the context.'
+related: inversion-of-control, indicator-of-compromise
+---
+The term "**IoC**" can mean multiple things:
+* [Inversion of Control](/topics/inversion-of-control) in the context of [design patterns](/topics/design-patterns)
+* [Indicator of Compromise](/topics/indicator-of-compromise) in the context of [cybersecurity](/topics/security)
diff --git a/topics/ionic/index.md b/topics/ionic/index.md
new file mode 100644
index 000000000000..48cb90067835
--- /dev/null
+++ b/topics/ionic/index.md
@@ -0,0 +1,11 @@
+---
+aliases: ionicframework
+topic: ionic
+github_url: https://github.com/ionic-team
+display_name: Ionic
+logo: ionic.png
+short_description: Ionic is a well documented UI toolkit for progressive web-app developement with Angular, React or Vue.
+url: https://ionicframework.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Ionic_(Framework)
+---
+Ionic framework is a UI toolkit for building performant, high-quality mobile apps, desktop apps, and progressive web apps using web technologies such as HTML, CSS, and JavaScript based on either Angular, React or Vue.
\ No newline at end of file
diff --git a/topics/ionic/ionic.png b/topics/ionic/ionic.png
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index 000000000000..c87a0bf39ded
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diff --git a/topics/ipython/index.md b/topics/ipython/index.md
new file mode 100644
index 000000000000..415065f98abb
--- /dev/null
+++ b/topics/ipython/index.md
@@ -0,0 +1,14 @@
+---
+created_by: ipython
+display_name: IPython
+github_url: https://github.com/ipython/ipython
+logo: ipython.png
+related: python, jupyter, repl, notebook
+released: January 30, 2006
+short_description: IPython (Interactive Python) is a command shell for interactive computing in multiple programming languages.
+topic: ipython
+url: https://ipython.readthedocs.org/
+wikipedia_url: https://en.wikipedia.org/wiki/ipython
+---
+
+IPython (Interactive Python) is a command shell for interactive computing in multiple programming languages, originally developed for the Python programming language, that offers introspection, rich media, shell syntax, tab completion, and history.
diff --git a/topics/ipython/ipython.png b/topics/ipython/ipython.png
new file mode 100644
index 000000000000..3cd1515e3bc6
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diff --git a/topics/irc/index.md b/topics/irc/index.md
new file mode 100644
index 000000000000..e29e644894c7
--- /dev/null
+++ b/topics/irc/index.md
@@ -0,0 +1,9 @@
+---
+display_name: IRC
+aliases: irc-network, irc-website, irc-chat, internet-relay-chat
+short_description: irc is a chat software to real-time talk on the internet. 
+related: chat, website
+topic: irc
+wikipedia_url: https://en.wikipedia.org/wiki/IRC
+---
+irc is a chat software to real-time talk on the internet, created in 1988 by jarkko oikarinen.
\ No newline at end of file
diff --git a/topics/iso-8601/index.md b/topics/iso-8601/index.md
new file mode 100644
index 000000000000..e5f0957e184c
--- /dev/null
+++ b/topics/iso-8601/index.md
@@ -0,0 +1,12 @@
+---
+aliases: iso8601
+related: datetime, date-format, iso-standard, edtf, date-time, timestamp, gregorian-calendar, unix-timestamp, iso8601-duration, iso8601-period
+created_by: International Organization for Standardization
+display_name: ISO 8601
+released: June 1988
+short_description: ISO 8601 is an international standard covering the worldwide exchange and communication of date and time-related data.
+topic: iso-8601
+url: https://www.iso.org/iso-8601-date-and-time-format.html
+wikipedia_url: https://en.wikipedia.org/wiki/ISO_8601
+---
+**ISO 8601** is an ISO standard that specifies representations of dates of the Gregorian calendar and times based on the 24-hour clock, as well as composite elements of them, as character strings for use in information interchange. It is also applicable for representing times and time shifts based on Coordinated Universal Time (UTC).
diff --git a/topics/itmo/index.md b/topics/itmo/index.md
new file mode 100644
index 000000000000..872ed592ec5b
--- /dev/null
+++ b/topics/itmo/index.md
@@ -0,0 +1,12 @@
+---
+topic: itmo
+display_name: ITMO
+aliases: ifmo, itmo-university
+logo: itmo.png
+released: 1900
+short_description: IT's MOre than a UNIVERSITY!
+url: https://itmo.ru/
+wikipedia_url: https://en.wikipedia.org/wiki/ITMO_University
+---
+ITMO University is one Russia’s leading higher education and research institutions, specializing in Information Technology, Optical Design and Engineering.
+ITMO University is one of 15 Russian universities that were selected to participate in Russian Academic Excellence Project 5-100 by the government of the Russian Federation to improve their international standing among the world's research and educational centers.
diff --git a/topics/itmo/itmo.png b/topics/itmo/itmo.png
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diff --git a/topics/jamstack/index.md b/topics/jamstack/index.md
index c4645f151336..bf052eed21b1 100644
--- a/topics/jamstack/index.md
+++ b/topics/jamstack/index.md
@@ -1,9 +1,14 @@
 ---
+aliases: jam-stack
 display_name: Jamstack
 github_url: https://github.com/jamstack
 logo: jamstack.png
 short_description: An approach to building for the modern web, for simpler cache management and workflows.
 topic: jamstack
 url: https://jamstack.org/
+created_by: Matt Biilmann
+released: 2015
+wikipedia_url: https://en.wikipedia.org/wiki/Jamstack
+related: javascript, api, ssg, gatsby
 ---
-Jamstack is a way of thinking about how to build for the web: the UI is compiled, the frontend is fully decoupled, and data is pulled in as needed.
+**Jamstack** (previously stylized as **JAMStack**) is a web development architecture pattern and solution stack. In other words, it is a way of thinking about how to build for the web: the UI is compiled, the frontend is fully decoupled, and data is pulled in as needed. The acronym "JAM" stands for JavaScript, API and Markup (generated by a [static site generator](/topics/ssg)).
diff --git a/topics/jasmine/index.md b/topics/jasmine/index.md
new file mode 100644
index 000000000000..feee23005808
--- /dev/null
+++ b/topics/jasmine/index.md
@@ -0,0 +1,12 @@
+---
+display_name: Jasmine
+created_by: Gwendolyn Van Hove, Steve Gravrock, Rajan Agaskar, Greg Cobb, Chris Amavisca, Sheel Choksi
+released: August 13, 2009
+github_url: https://github.com/jasmine
+logo: jasmine.png
+short_description: Jasmine is a framework for testing JavaScript code.
+topic: jasmine
+url: https://jasmine.github.io/
+related: tdd, bdd, javascript, nodejs, mocha, chai, qunit, rspec, jspec, test-doubles
+---
+**Jasmine** is an open source behavior driven development testing framework testing for JavaScript. It does not rely on browsers, DOM, or any JavaScript framework. It aims to run on any JavaScript-enabled platform, to not intrude on the application nor the IDE, and to have easy-to-read syntax. Thus it's suited for websites, Node.js projects, or anywhere that JavaScript can run.
diff --git a/topics/jasmine/jasmine.png b/topics/jasmine/jasmine.png
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diff --git a/topics/java/java.png b/topics/java/java.png
index e598f0409ce0..0d333b0fe415 100644
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diff --git a/topics/jenkins/index.md b/topics/jenkins/index.md
index 345ec133afc9..b0abf253c78c 100644
--- a/topics/jenkins/index.md
+++ b/topics/jenkins/index.md
@@ -8,6 +8,8 @@ short_description: A free and open source automation server written in Java.
 topic: jenkins
 url: https://jenkins.io/
 wikipedia_url: https://en.wikipedia.org/wiki/Jenkins_(software)
+aliases: jenkins-ci, jenkinsci, jenkins-pipeline
+related: continuous-integration, continuous-delivery, cicd, ci-cd, travis, build-automation
 ---
 
 Jenkins is a free and open source automation server written in Java. Jenkins helps to automate the non-human part of the software development process, with continuous integration and facilitating technical aspects of continuous delivery.
diff --git a/topics/jest/index.md b/topics/jest/index.md
new file mode 100644
index 000000000000..7f0c12204887
--- /dev/null
+++ b/topics/jest/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Jest
+short_description: Jest is a JavaScript testing framework built on top of Jasmine.
+topic: jest
+wikipedia_url: https://en.wikipedia.org/wiki/Jest_(JavaScript_framework)
+related: javascript, testing, mocking, coverage, mocha, jasmine, chai, qunit
+---
+**Jest** is a JavaScript testing framework built on top of Jasmine, with a focus on simplicity and support for large web applications.
diff --git a/topics/jetbrains-mps/index.md b/topics/jetbrains-mps/index.md
new file mode 100644
index 000000000000..a3684dc8604a
--- /dev/null
+++ b/topics/jetbrains-mps/index.md
@@ -0,0 +1,14 @@
+---
+created_by: JetBrains
+display_name: JetBrains MPS
+github_url: https://github.com/JetBrains/MPS
+logo: jetbrains-mps.png
+released: May 29, 2009
+short_description: JetBrains MPS is a language workbench developed by JetBrains.
+topic: jetbrains-mps
+url: https://www.jetbrains.com/mps/
+wikipedia_url: https://en.wikipedia.org/wiki/JetBrains_MPS
+---
+JetBrains MPS (Meta Programming System) is a language workbench developed by JetBrains. MPS is a tool to design domain-specific languages (DSL).
+It uses projectional editing which allows users to overcome the limits of language parsers, and build DSL editors, such as ones with tables and diagrams.
+It implements language-oriented programming. MPS is an environment for language definition, a language workbench, and integrated development environment (IDE) for such languages.
diff --git a/topics/jetbrains-mps/jetbrains-mps.png b/topics/jetbrains-mps/jetbrains-mps.png
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index 000000000000..fd916c8f16fa
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diff --git a/topics/jetpack-compose/index.md b/topics/jetpack-compose/index.md
new file mode 100644
index 000000000000..485dabcfc938
--- /dev/null
+++ b/topics/jetpack-compose/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Android
+display_name: Jetpack Compose
+logo: jetpack-compose.png
+released: July 28, 2021
+short_description: Jetpack Compose is Android’s modern toolkit for building native UI.
+topic: jetpack-compose
+url: https://developer.android.com/jetpack/compose
+---
+Jetpack Compose is Android’s modern toolkit for building native UI. It simplifies and accelerates UI development on Android. Quickly bring your app to life with less code, powerful tools, and intuitive Kotlin APIs.
diff --git a/topics/jetpack-compose/jetpack-compose.png b/topics/jetpack-compose/jetpack-compose.png
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index 000000000000..ce7f415fbda6
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diff --git a/topics/joplin/index.md b/topics/joplin/index.md
new file mode 100644
index 000000000000..7eca176dd925
--- /dev/null
+++ b/topics/joplin/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Laurent Cozic
+display_name: Joplin
+github_url: https://github.com/laurent22/joplin
+logo: joplin.png
+released: '2016'
+short_description: Secure note-taking app with synchronisation capabilities.
+topic: joplin
+url: https://joplinapp.org
+wikipedia_url: https://en.wikipedia.org/wiki/Joplin_(software)
+---
+Joplin is a note-taking app for Windows, macOS, Linux, Android and iOS. It focuses on security and extensibility.
diff --git a/topics/joplin/joplin.png b/topics/joplin/joplin.png
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index 000000000000..e6c866327c87
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diff --git a/topics/json-api/index.md b/topics/json-api/index.md
new file mode 100644
index 000000000000..eded1d69fe0c
--- /dev/null
+++ b/topics/json-api/index.md
@@ -0,0 +1,18 @@
+---
+display_name: "JSON:API"
+created_by: Yehuda Katz, Dan Gebhardt, Gabe Sullice, Jeldrik Hanschke, Tyler Kellen, Steve Klabnik,Ethan Resnick
+logo: json-api.png
+released: May 3, 2013
+short_description: "JSON:API is a specification for building APIs in JSON."
+topic: json-api
+url: https://jsonapi.org
+related: json, emberjs, rest-api, json-ld, hal, hateoas, siren, hydra, collection-json
+---
+**JSON:API** is a specification for how a client should request that resources be fetched or modified, and how a server should respond to those requests. JSON:API is designed to minimize both the number of requests and the amount of data transmitted between clients and servers. This first draft was extracted from the JSON transport implicitly defined by Ember Data’s REST adapter. In general, Ember Data’s goal is to eliminate the need for ad-hoc code per application to communicate with servers that communicate in a well-defined way. The REST Adapter in Ember Data implicitly defined a protocol that custom servers could implement to get a drop-in client for all of their resources. The goals of the media type are to balance:
+
+* A generic media type that can work across a broad set of use cases, including the generally used relationship types
+* Similarity to existing server-side framework practices (and human readability for debugging)
+* Ease of implementation on the server side
+* Ease of implementation on the client side
+
+This specification reached a stable version 1.0 on May 29, 2015.
diff --git a/topics/json-api/json-api.png b/topics/json-api/json-api.png
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index 000000000000..65774a336f7e
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diff --git a/topics/json-schema/index.md b/topics/json-schema/index.md
new file mode 100644
index 000000000000..be545e451fd8
--- /dev/null
+++ b/topics/json-schema/index.md
@@ -0,0 +1,14 @@
+---
+created_by: Kris Zyp, Francis Galiegue, Gary Court, Austin Wright, Henry Andrews, Ben Hutton, and Greg Dennis 
+aliases: jsonschema
+display_name: JSON Schema
+logo: json-schema.png
+released: '2009'
+short_description: JSON Schema is a vocabulary that allows you to validate, annotate, and manipulate JSON 
+  documents.
+topic: json-schema
+url: https://json-schema.org/
+github_url: https://github.com/json-schema-org
+related: json, api
+---
+While JSON is probably the most popular format for exchanging data, **JSON Schema** is the vocabulary that enables JSON data consistency, validity, and interoperability at scale.
diff --git a/topics/json-schema/json-schema.png b/topics/json-schema/json-schema.png
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index 000000000000..8beb24817f9b
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diff --git a/topics/json/index.md b/topics/json/index.md
index 22ffe29ed26a..3c6ecced7050 100644
--- a/topics/json/index.md
+++ b/topics/json/index.md
@@ -1,5 +1,4 @@
 ---
-aliases: json-api, jsonapi
 created_by: Douglas Crockford
 display_name: JSON
 logo: json.png
@@ -9,5 +8,6 @@ short_description: JSON (JavaScript Object Notation) allows for easy interchange
 topic: json
 url: http://www.json.org/
 wikipedia_url: https://en.wikipedia.org/wiki/JSON
+related: toml, yaml, json5, jsonc, xml, json-api, bson, json-ld, properties, jq
 ---
-JSON (JavaScript Object Notation) is a standard file format that uses text to communicate data objects to array data types. This notation makes it easy for applications to parse and generate files. JSON grew out of the need to have a real-time server-to-web browser communication.
+**JSON** (**J**ava**S**cript **O**bject **N**otation) is a standard file format that uses text to communicate data objects to array data types. This notation makes it easy for applications to parse and generate files. JSON grew out of the need to have a real-time server-to-web browser communication.
diff --git a/topics/jsx/index.md b/topics/jsx/index.md
new file mode 100644
index 000000000000..6b7436e897b8
--- /dev/null
+++ b/topics/jsx/index.md
@@ -0,0 +1,12 @@
+---
+topic: jsx
+display_name: JSX (JavaScript XML)
+short_description: JSX is an XML-like syntax extension to ECMAScript without any defined semantics that allows creation of DOM trees.
+related: jxon, xhp, xml, babel, reactjs, vhtml, mithril, hyperscript, ijk, hdom
+created_by: Facebook
+released: August 4, 2022
+github_url: https://github.com/facebook/jsx
+wikipedia_url: https://en.wikipedia.org/wiki/JSX_(JavaScript)
+url: https://facebook.github.io/jsx
+---
+**JSX** is an XML-like syntax extension to ECMAScript without any defined semantics that allows creation of DOM trees. Being a syntactic sugar, JSX is generally transpiled into nested JavaScript function calls structurally similar to the original JSX. 
diff --git a/topics/jule/index.md b/topics/jule/index.md
new file mode 100644
index 000000000000..08c6cb010f17
--- /dev/null
+++ b/topics/jule/index.md
@@ -0,0 +1,13 @@
+---
+aliases: julelang
+created_by: Mertcan Davulcu
+display_name: Jule
+github_url: https://github.com/julelang
+logo: jule.png
+related: language, c-plus-plus
+released: '2023'
+short_description: Jule is a programming language designed to build efficient, fast, reliable and safe software while maintaining simplicity.
+topic: jule
+url: https://jule.dev
+---
+Jule is an effective programming language designed to build efficient, fast, reliable and safe software while maintaining simplicity.  It is a statically typed, compiled language with a syntax influenced by Go, Rust, and C++. Jule aims to provide high C and C++ interoperability. To achieve this, Jule compiles its code to C++ code and supports powerful backend compilers such as GCC and Clang.
diff --git a/topics/jule/jule.png b/topics/jule/jule.png
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diff --git a/topics/julia-sets/index.md b/topics/julia-sets/index.md
new file mode 100644
index 000000000000..4f99f0e668dc
--- /dev/null
+++ b/topics/julia-sets/index.md
@@ -0,0 +1,13 @@
+---
+aliases: julia-fractal, julia-set
+display_name: Julia Sets
+short_description: Julia Sets are mathematical objects generally associated with fractals.
+topic: julia-sets
+logo: julia-sets.png
+wikipedia_url: https://en.wikipedia.org/wiki/Julia_set
+related: mandelbrot, fractal
+---
+Julia Sets are mathematical objects relating to the field of complex dynamics. In general, Julia sets are studied in parallel to Fatou sets, as they are complementary sets defined from a complex function.
+To be specific, in a metric space $(X,d)$, a Fatou set of a map $f: X \to X$ is the maximal open subset of $X$ on which the family of iterates $\lbrace f^n \rbrace$ is equicontinuous, and the Julia set is its complement in $X$.
+
+To approximate images of these sets, a common approach is to iterate the function of interest over some subset of the complex plane, which often yield beautiful fractals.
\ No newline at end of file
diff --git a/topics/julia-sets/julia-sets.png b/topics/julia-sets/julia-sets.png
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diff --git a/topics/jupyter-notebook/index.md b/topics/jupyter-notebook/index.md
index 14beff62e5b3..0590d35eb6c5 100644
--- a/topics/jupyter-notebook/index.md
+++ b/topics/jupyter-notebook/index.md
@@ -1,13 +1,15 @@
 ---
-created_by: Jupyter Developers
+aliases: jupyter, ipython-notebook, ipynb, ipynb-jupyter-notebook, ipynb-notebook
+created_by: Fernando Pérez, Brian Granger, and Min Ragan-Kelley
 display_name: Jupyter Notebook
 github_url: https://github.com/jupyter/notebook
 logo: jupyter-notebook.png
 released: December 2011
-related: jupyter
+related: ipython, python, machine-learning, data-visualization, kernel
 short_description: Jupyter Notebooks are documents that contain live code, visualizations, and narrative text.
 topic: jupyter-notebook
 url: https://jupyter.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Project_Jupyter#Jupyter_Notebook
 ---
 
-The Jupyter Notebook is a language-agnostic HTML notebook application for Project Jupyter. Jupyter notebooks are documents that allow for creating and sharing live code, equations, visualizations, and narrative text together. People use them for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. 
+The Jupyter Notebook, previously known as the IPython Notebook, is a language-agnostic HTML notebook application for Project Jupyter. Jupyter notebooks are documents that allow for creating and sharing live code, equations, visualizations, and narrative text together. People use them for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.
diff --git a/topics/jupyter-notebook/jupyter-notebook.png b/topics/jupyter-notebook/jupyter-notebook.png
index 3406febdedab..c753c9779dd9 100644
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diff --git a/topics/jwt/index.md b/topics/jwt/index.md
index 6c1bf2dced0d..bd4f3dedf2d7 100644
--- a/topics/jwt/index.md
+++ b/topics/jwt/index.md
@@ -1,12 +1,12 @@
 ---
-aliases: rfc-7519
+aliases: rfc-7519, jsonwebtoken, json-web-tokens, json-web-token, jwa, jwt-authentication, jwt-auth, jwt-token, jwt-tokens
 created_by: M. Jones, J. Bradley, N. Sakimura
 display_name: JSON Web Tokens
 released: May 2015
 short_description: JSON Web Tokens are an open, industry standard RFC 7519 method for representing claims securely between two parties.
 topic: jwt
-related: json, jwt-token, jwt-tokens, jwt-auth
+related: jws, message-authentication-code, jwkset, jwks, jwt-server, jwt-client, jwt-claims, jwt-bearer-tokens, jwe, jwk
 url: https://www.rfc-editor.org/info/rfc7519
 wikipedia_url: https://en.wikipedia.org/wiki/JSON_Web_Token
 ---
-JSON Web Token (JWT) is a compact, URL-safe means of representing claims to be transferred between two parties.  The claims in a JWT are encoded as a JSON object that is used as the payload of a JSON Web Signature (JWS) structure or as the plaintext of a JSON Web Encryption (JWE) structure, enabling the claims to be digitally signed or integrity protected with a Message Authentication Code (MAC) and/or encrypted.
+**JSON Web Token** (**JWT**) is a compact, URL-safe means of representing claims to be transferred between two parties. The claims in a JWT are encoded as a JSON object that is used as the payload of a JSON Web Signature (JWS) structure or as the plaintext of a JSON Web Encryption (JWE) structure, enabling the claims to be digitally signed or integrity protected with a Message Authentication Code (MAC) and/or encrypted.
diff --git a/topics/kentico-kontent/index.md b/topics/kentico-kontent/index.md
deleted file mode 100644
index 5c7451fbdeba..000000000000
--- a/topics/kentico-kontent/index.md
+++ /dev/null
@@ -1,13 +0,0 @@
----
-aliases: kentico-cloud
-created_by: Ilesh Mistry
-display_name: Kentico Kontent
-github_url: https://github.com/kentico
-logo: kentico-kontent.png
-related: cms, content-delivery
-released: 2016
-short_description: Kentico Kontent provides an environment for easy content collaboration and features a flexible API to power modern websites/apps.
-topic: kentico-kontent
-url: https://kontent.ai
----
-Kentico Kontent is a Content as a Service system that can replace a legacy CMS. It offers a unified environment for content collaboration, flexible APIs for content management and delivery, and content delivery network and SDKs for building websites and apps with a modern development stack.
\ No newline at end of file
diff --git a/topics/kentico-kontent/kentico-kontent.png b/topics/kentico-kontent/kentico-kontent.png
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diff --git a/topics/kerbal-space-program-2/index.md b/topics/kerbal-space-program-2/index.md
new file mode 100644
index 000000000000..937bdeda471e
--- /dev/null
+++ b/topics/kerbal-space-program-2/index.md
@@ -0,0 +1,13 @@
+---
+aliases: ksp2, kerbalspaceprogram2
+created_by: Intercept Games
+display_name: Kerbal Space Program 2
+logo: kerbal-space-program-2.png
+related: ksp2-mods
+released: February 24, 2023
+short_description: Kerbal Space Program 2 is a space flight simulation game.
+topic: kerbal-space-program-2
+url: https://kerbalspaceprogram.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Kerbal_Space_Program_2
+---
+Published by Intercept Games, Kerbal Space Program 2 is the sequel to Kerbal Space Program that was released in 2015. It is a game in which players direct a space program, construct powerful spacecraft, and navigate expansive celestial bodies as they explore cosmic mysteries. The game features a realistic orbital physics engine, resembling to the real-life orbital manuevers.
diff --git a/topics/kerbal-space-program-2/kerbal-space-program-2.png b/topics/kerbal-space-program-2/kerbal-space-program-2.png
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diff --git a/topics/kex-engine/index.md b/topics/kex-engine/index.md
new file mode 100644
index 000000000000..0d912fe1bba7
--- /dev/null
+++ b/topics/kex-engine/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Kex-engine
+short_description: Kex engine is game engine used for games resmasterings.
+aliases: kex
+topic: kex-engine
+---
+Kex engine is 2015 engine used for remasters editions published by nightdive.
\ No newline at end of file
diff --git a/topics/kiota-index/index.md b/topics/kiota-index/index.md
new file mode 100644
index 000000000000..7143b5456798
--- /dev/null
+++ b/topics/kiota-index/index.md
@@ -0,0 +1,13 @@
+---
+aliases: openapi-index
+created_by: Microsoft
+display_name: Kiota Index
+github_url: https://github.com/microsoft/kiota
+logo: kiota-index.png
+released: March 09, 2023
+short_description: Kiota Index allows any API developer to add their OpenAPI description to a global index of APIs.
+topic: kiota-index
+url: https://aka.ms/kiota/addapi
+---
+
+[Kiota](https://aka.ms/kiota) is a modern client code generator for REST APIs. [Add your OpenAPI description](https://aka.ms/kiota/addapi) so any developer can find your API, explore it, and generate a client to start calling it.
\ No newline at end of file
diff --git a/topics/kiota-index/kiota-index.png b/topics/kiota-index/kiota-index.png
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diff --git a/topics/kokkos/index.md b/topics/kokkos/index.md
new file mode 100644
index 000000000000..235b5938242a
--- /dev/null
+++ b/topics/kokkos/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Kokkos
+github_url: https://github.com/kokkos
+logo: kokkos.png
+related: c-plus-plus, parallel-computing, high-performance-computing
+short_description: Kokkos C++ Performance Portability Ecosystem.
+topic: kokkos
+url: https://kokkos.org
+---
+The Kokkos C++ Performance Portability Ecosystem is a production level solution for writing modern C++ applications in a hardware agnostic way. The Ecosystem consists of multiple libraries addressing the primary concerns for developing and maintaining applications in a portable way. The three main components are the [Kokkos Core Programming Model](https://github.com/kokkos/kokkos), the [Kokkos Kernels Math Libraries ](https://github.com/kokkos/kokkos-kernels) and the [Kokkos Profiling and Debugging Tools](https://github.com/kokkos/kokkos-tools).
diff --git a/topics/kokkos/kokkos.png b/topics/kokkos/kokkos.png
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index 000000000000..ef36c6f556da
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diff --git a/topics/kontent-ai/index.md b/topics/kontent-ai/index.md
new file mode 100644
index 000000000000..09d1ba561202
--- /dev/null
+++ b/topics/kontent-ai/index.md
@@ -0,0 +1,13 @@
+---
+aliases: kontent
+created_by: Ilesh Mistry
+display_name: Kontent.ai
+github_url: https://github.com/kontent-ai
+logo: kontent-ai.png
+related: cms, content-delivery
+released: 2022
+short_description: Kontent.ai provides an environment for easy content collaboration and features a flexible API to power modern websites/apps.
+topic: kontent-ai
+url: https://kontent.ai
+---
+Kontent.ai is a Content as a Service system that can replace a legacy CMS. It offers a unified environment for content collaboration, flexible APIs for content management and delivery, and content delivery network and SDKs for building websites and apps with a modern development stack.
\ No newline at end of file
diff --git a/topics/kontent-ai/kontent-ai.png b/topics/kontent-ai/kontent-ai.png
new file mode 100644
index 000000000000..a3e7e6a1d84f
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diff --git a/topics/kotlin-multiplatform/index.md b/topics/kotlin-multiplatform/index.md
new file mode 100644
index 000000000000..0e9029b72764
--- /dev/null
+++ b/topics/kotlin-multiplatform/index.md
@@ -0,0 +1,9 @@
+---
+created_by: JetBrains
+display_name: Kotlin Multiplatform
+short_description: Kotlin Multiplatform is a cross platform development framework developed by JetBrains.
+topic: kotlin-multiplatform
+related: kotlin
+url: https://kotlinlang.org/lp/multiplatform/
+---
+The Kotlin Multiplatform technology simplifies the development of cross-platform projects across iOS, Android, desktop and the web. It reduces time spent writing and maintaining the same code for different platforms while retaining the flexibility and benefits of native programming.
\ No newline at end of file
diff --git a/topics/lamp/index.md b/topics/lamp/index.md
new file mode 100644
index 000000000000..35e7cf0b0115
--- /dev/null
+++ b/topics/lamp/index.md
@@ -0,0 +1,20 @@
+---
+aliases: lamp-server
+display_name: LAMP
+short_description: LAMP is a software bundle containing Linux and the Apache server.
+topic: lamp
+wikipedia_url: https://en.wikipedia.org/wiki/LAMP_(software_bundle)
+related: wamp, mamp, xampp, mean, mern, lemp
+---
+**LAMP** is a bundle of software consisting of four open source programs.
+It is one of the most popular software categories for servers.
+
+A usual LAMP server includes:
+* **L**inux (operating system)
+* **A**pache (web server)
+* **M**ySQL, **M**ariaDB or **M**ongoDB (database software)
+* **P**HP, **P**erl, or **P**ython (programming language)
+
+Most Linux distributions include the components of a LAMP server.
+There are also some other variants of LAMP, such WAMP, which runs on Windows
+instead of Linux.
diff --git a/topics/laravel/index.md b/topics/laravel/index.md
index b7cd6e2cda7c..165b9d153f6b 100644
--- a/topics/laravel/index.md
+++ b/topics/laravel/index.md
@@ -1,14 +1,35 @@
 ---
-aliases: laravel4, laravel5, laravel54, laravel55, laravel-framework, laravel6
+aliases: laravel4, laravel5, laravel54, laravel55, laravel-framework, laravel6, laravel7, laravel8, laravel9, laravel10
 created_by: Taylor Otwell
 display_name: Laravel
 github_url: https://github.com/laravel
 logo: laravel.png
-related: framework, php
+related: framework, php, symfony, eloquent, mvc, syntactic-sugar, codeigniter, blade-template, php-artisan, october-cms
 released: June 2011
 short_description: The PHP Framework for Web Artisans.
 topic: laravel
 url: https://laravel.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Laravel
 ---
-Laravel is a popular PHP framework, used for the development of MVC web applications.
+**Laravel** is a popular PHP framework, used for the development of MVC web applications, based on [Symfony](https://github.com/topics/symfony) and created as an attempt to provide a more advanced alternative to [CodeIgniter](https://github.com/topics/codeigniter).
+
+# [Versions](https://laravel.com/docs/10.x/releases#versioning-scheme)
+[**v4**](https://github.com/topics/laravel4) ([v4.2](https://github.com/topics/laravel42)) &bull; [**v5**](https://github.com/topics/laravel5) ([v5.1](https://github.com/topics/laravel51) &bull; [v5.2](https://github.com/topics/laravel52) &bull; [v5.3](https://github.com/topics/laravel53) &bull; [v5.4](https://github.com/topics/laravel54) &bull; [v5.5](https://github.com/topics/laravel55) &bull; [v5.6](https://github.com/topics/laravel56) &bull; [v5.7](https://github.com/topics/laravel57) &bull; [v5.8](https://github.com/topics/laravel58)) &bull; [**v6**](https://github.com/topics/laravel6) &bull; [**v7**](https://github.com/topics/laravel7) &bull; [**v8**](https://github.com/topics/laravel8) &bull; [**v9**](https://github.com/topics/laravel9) &bull; [**v10**](https://github.com/topics/laravel10)
+
+# Packages
+* [Valet](https://github.com/topics/valet)
+* [Homestead](https://github.com/topics/homestead)
+* [Cashier](https://github.com/topics/laravel-cashier)
+* [Socialite](https://github.com/topics/laravel-socialite)
+* [Passport](https://github.com/topics/laravel-passport)
+* [Scout](https://github.com/topics/laravel-scout)
+* [Dusk](https://github.com/topics/laravel-dusk)
+* [Horizon](https://github.com/topics/laravel-horizon)
+* [Telescope](https://github.com/topics/laravel-telescope)
+* [Sanctum](https://github.com/topics/laravel-sanctum)
+* [Jetstream](https://github.com/topics/laravel-jetstream)
+* [Sail](https://github.com/topics/laravel-sail)
+* [Echo](https://github.com/topics/laravel-echo)
+* [Inertia](https://github.com/topics/inertiajs)
+* [Livewire](https://github.com/topics/livewire)
+* [Nova](https://github.com/topics/laravel-nova)
diff --git a/topics/league-of-legends/index.md b/topics/league-of-legends/index.md
index 7f1bfab412bc..99373d00525f 100644
--- a/topics/league-of-legends/index.md
+++ b/topics/league-of-legends/index.md
@@ -3,7 +3,7 @@ aliases: leagueoflegends, league-of-legends-api, league-of-legends-client, leagu
 created_by: Riot Games
 display_name: League of Legends
 logo: league-of-legends.png
-related: riot-games, league-of-legends-wild-rift, legends-of-runeterra, teamfight-tactics, valorant
+related: riot-games, legends-of-runeterra, teamfight-tactics, valorant
 released: October 27, 2009
 short_description: League of Legends is a multiplayer online battle arena video game developed and published by Riot Games.
 topic: league-of-legends
diff --git a/topics/leetcode/index.md b/topics/leetcode/index.md
new file mode 100644
index 000000000000..c1865d2fa074
--- /dev/null
+++ b/topics/leetcode/index.md
@@ -0,0 +1,10 @@
+---
+created_by: LeetCode
+display_name: LeetCode
+short_description: LeetCode offers a platform for improving coding skills and preparing for technical interviews.
+topic: leetcode
+logo: leetcode.png
+url: https://leetcode.com/
+wikipedia_url: https://en.wikipedia.org/wiki/LeetCode
+---
+**LeetCode** is a popular online platform that provides programming and technical interview questions. The site features challenges across a range of difficulties, focusing on algorithms, data structures, and other computer science fundamentals. LeetCode helps users enhance their coding skills, prepare for technical interviews, and engage in programming contests. This topic explores how LeetCode equips individuals with the tools to improve their coding proficiency and problem-solving abilities in a competitive environment.
diff --git a/topics/leetcode/leetcode.png b/topics/leetcode/leetcode.png
new file mode 100644
index 000000000000..a1430f9516e2
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diff --git a/topics/less/index.md b/topics/less/index.md
index 2765290b7f10..cd4f7aa5b26a 100644
--- a/topics/less/index.md
+++ b/topics/less/index.md
@@ -1,4 +1,5 @@
 ---
+aliases: lessjs, lesscss, less-css
 created_by: Alexis Sellier
 display_name: Less
 github_url: https://github.com/less/less.js
@@ -8,5 +9,6 @@ short_description: Less is the dynamic stylesheet language.
 topic: less
 url: http://lesscss.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Less_(stylesheet_language)
+related: css, sass, stylus, css-variables, css-nesting, scoped-css, css-preprocessor
 ---
-Less is a dynamic preprocessor style sheet language that can be compiled into Cascading Style Sheets (CSS) and run on the client side or server side.
+**Less** is a dynamic preprocessor style sheet language that can be compiled into Cascading Style Sheets (CSS) and run on the client side or server side.
diff --git a/topics/linkstack/index.md b/topics/linkstack/index.md
new file mode 100644
index 000000000000..9456e8b882f1
--- /dev/null
+++ b/topics/linkstack/index.md
@@ -0,0 +1,15 @@
+---
+created_by: Julian Prieber
+display_name: LinkStack
+github_url: https://github.com/LinkStackOrg
+logo: linkstack.png
+related: laravel, blade, self-hosted, linktree, linktree-alternative, littlelink, awesome-list, personal-website, webapp, privacy
+released: February 23, 2022
+short_description: LinkStack is a privacy focused link sharing platform.
+topic: linkstack
+url: https://linkstack.org
+---
+
+# LinkStack
+
+LinkStack is an open source, self-hosted, plug-and-play, highly customizable link sharing platform with an intuitive, easy to use user interface it empowers users to prioritize privacy and independence by owning their own data - a direct alternative to LinkTree.
diff --git a/topics/linkstack/linkstack.png b/topics/linkstack/linkstack.png
new file mode 100644
index 000000000000..6584f7f06d70
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diff --git a/topics/linux-learning/index.md b/topics/linux-learning/index.md
new file mode 100644
index 000000000000..084f92fc33d6
--- /dev/null
+++ b/topics/linux-learning/index.md
@@ -0,0 +1,9 @@
+---
+aliases: linux-education, learn-linux, linux-tutorials, linux-guides, linux-knowledge
+display_name: Linux learning
+short_description: Projects designed to make learning Linux easier.
+topic: linux-learning
+wikipedia_url: https://en.wikipedia.org/wiki/Linux
+logo: linux-learning.png
+---
+Projects trying to make learning linux easier.
diff --git a/topics/linux-learning/linux-learning.png b/topics/linux-learning/linux-learning.png
new file mode 100644
index 000000000000..793f64eaf879
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diff --git a/topics/linux/linux.png b/topics/linux/linux.png
index 56f20d155dff..77ec1bb65d45 100644
Binary files a/topics/linux/linux.png and b/topics/linux/linux.png differ
diff --git a/topics/linuxmint/index.md b/topics/linuxmint/index.md
new file mode 100644
index 000000000000..c4c406042557
--- /dev/null
+++ b/topics/linuxmint/index.md
@@ -0,0 +1,14 @@
+---
+aliases: mint
+created_by: Clément Lefèbvre
+display_name: Linux Mint
+github_url: https://github.com/linuxmint
+logo: linuxmint.png
+related: cinnamon, debian, linux, ubuntu
+released: August 27, 2006
+short_description: Linux Mint is an operating system for desktop and laptop computers.
+topic: linuxmint
+url: https://linuxmint.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Linux_Mint
+---
+Linux Mint is a community-driven Linux distribution based on Ubuntu (which is in turn based on Debian), bundled with a variety of free and open source applications.
diff --git a/topics/linuxmint/linuxmint.png b/topics/linuxmint/linuxmint.png
new file mode 100644
index 000000000000..5272563aa8a8
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diff --git a/topics/livewire/index.md b/topics/livewire/index.md
new file mode 100644
index 000000000000..2dc1bfb5cf21
--- /dev/null
+++ b/topics/livewire/index.md
@@ -0,0 +1,11 @@
+---
+aliases: laravel-livewire
+topic: livewire
+display_name: Livewire
+short_description: Livewire is a is a full-stack framework for Laravel that utilizes SSR and AJAX..
+related: laravel, ajax, htmx, ssr, laravel-blade, alpinejs, laravel-echo, inertiajs, nuxtjs, nextjs
+github_url: https://github.com/livewire/livewire
+url: https://livewire.laravel.com/
+logo: livewire.png
+---
+**Livewire** is a is a full-stack framework for Laravel that utilizes SSR and AJAX to dynamically load content from the server side without reloading the page. When using Livewire, you will create Livewire "components" that render a discrete portion of your UI and expose methods and data that can be invoked and interacted with from your application's frontend. Unlike other JavaScript frameworks like Vue and React, it doesn't just come with a client-side part but does most of its logic server-side.
diff --git a/topics/livewire/livewire.png b/topics/livewire/livewire.png
new file mode 100644
index 000000000000..a1f51b761295
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diff --git a/topics/ll-parser/index.md b/topics/ll-parser/index.md
new file mode 100644
index 000000000000..c5bd76a473c4
--- /dev/null
+++ b/topics/ll-parser/index.md
@@ -0,0 +1,8 @@
+---
+display_name: LL parser
+short_description: An LL parser is a top-down parser for a restricted context-free language.
+topic: ll-parser
+related: lr-parser
+wikipedia_url: https://en.wikipedia.org/wiki/LL_parser
+---
+In computer science, an LL parser (Left-to-right, leftmost derivation) is a top-down parser for a restricted context-free language. It parses the input from Left to right, performing Leftmost derivation of the sentence. 
diff --git a/topics/llm/index.md b/topics/llm/index.md
new file mode 100644
index 000000000000..2fc37754b54e
--- /dev/null
+++ b/topics/llm/index.md
@@ -0,0 +1,10 @@
+---
+aliases: large-language-model, llms
+display_name: Large Language Model
+logo: llm.png
+related: machine-learning, artificial-intelligence, transformers, natural-language-processing, generative-ai
+short_description: Machine learning models trained on vast amounts of text data to understand and generate human-like language.
+topic: llm
+wikipedia_url: https://en.wikipedia.org/wiki/Large_language_model
+---
+A large language model (LLM) is a type of machine learning model designed for understanding, generating, and interacting with human language. These models are trained on extensive datasets containing text from books, articles, websites, and other sources to learn patterns, context, and semantics in language. LLMs are widely used in applications like chatbots, code generation, translation, summarization, and more. They are often built using transformer architectures and are central to the field of generative AI.
diff --git a/topics/llm/llm.png b/topics/llm/llm.png
new file mode 100644
index 000000000000..69d5e17ee9a8
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diff --git a/topics/localization/index.md b/topics/localization/index.md
index 8376174a432c..3bb06b7ecb96 100644
--- a/topics/localization/index.md
+++ b/topics/localization/index.md
@@ -1,8 +1,10 @@
 ---
-display_name: Localization
+display_name: Localization (l10n)
 short_description: Translation of a software interface and messages to another language plus to work with local cultures.
 topic: localization
-aliases: localisation
-
+aliases: localisation, l10n
+related: intl, globalisation, globalization, g11n, translation, t9n, translate, m17n
+wikipedia_url: https://en.wikipedia.org/wiki/Internationalization_and_localization
+url: https://www.w3.org/International/questions/qa-i18n.en.html
 ---
-Software localization (or localisation) means translation of a software interface and messages to another language plus adaptation of some formats (e.g. measures, dates and currency) plus adaptation to local cultures.
+**Software localization** (also spelled "localisation", often abbreviated to **l10n** — this is a numeronym, where the “10” stands for the 10 letters between the first letter “l” and the last letter “n”) means translation of a software interface and messages to another language plus adaptation of some formats (e.g. measures, dates and currency) plus adaptation to local cultures.
diff --git a/topics/localstorage/index.md b/topics/localstorage/index.md
new file mode 100644
index 000000000000..ac127a1c77bc
--- /dev/null
+++ b/topics/localstorage/index.md
@@ -0,0 +1,12 @@
+---
+aliases: local-storage
+display_name: LocalStorage
+short_description: LocalStorage is a JavaScript object that allows storing arbitrary key-value pairs in the web browser as an alternative to cookies.
+topic: localstorage
+url: https://html.spec.whatwg.org/multipage/webstorage.html#dom-localstorage-dev
+wikipedia_url: https://en.wikipedia.org/wiki/Web_storage
+related: sessionstorage, indexeddb, websql, web-storage, webstorage
+---
+LocalStorage is a JavaScript object that allows storing arbitrary key-value pairs in the web browser as an alternative to cookies&mdash;another alternative if the data in question goes beyond key-value pairs is to use the IndexedDB.
+
+`localStorage` data is specific to the protocol of the document. In particular, for a site loaded over HTTP (e.g., http://example.com), `localStorage` returns a different object than `localStorage` for the corresponding site loaded over HTTPS (e.g., https://example.com).
diff --git a/topics/logging/index.md b/topics/logging/index.md
new file mode 100644
index 000000000000..62b3c3ee2fe8
--- /dev/null
+++ b/topics/logging/index.md
@@ -0,0 +1,8 @@
+---
+aliases: event-logging, data-logging, application-logging, system-logging, error-logging, audit-trail, logging-framework, log-analysis
+display_name: Logging
+short_description: Logging is your software's way of keeping a record, like a journal, documenting events and errors for future reference.
+topic: logging
+wikipedia_url: https://en.wikipedia.org/wiki/Logging_(computing)
+---
+In computing, logging is the act of keeping a log of events that occur in a computer system, such as problems, errors or just information on current operations.
diff --git a/topics/love2d/index.md b/topics/love2d/index.md
new file mode 100644
index 000000000000..e049c1e05511
--- /dev/null
+++ b/topics/love2d/index.md
@@ -0,0 +1,13 @@
+---
+aliases: love2d-framework
+created_by: LÖVE Development Team
+display_name: LÖVE
+github_url: https://github.com/love2d
+logo: love2d.png
+released: January 13, 2008
+short_description: 2D game framework based on Lua.
+topic: love2d
+url: https://love2d.org/
+wikipedia_url: https://en.wikipedia.org/wiki/L%C3%96VE_(game_framework)
+---
+LÖVE is an \*awesome\* framework you can use to make 2D games in Lua. It works on Windows, macOS, Linux, Android and iOS.
diff --git a/topics/love2d/love2d.png b/topics/love2d/love2d.png
new file mode 100644
index 000000000000..f732fe8a25fa
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diff --git a/topics/low-code/index.md b/topics/low-code/index.md
new file mode 100644
index 000000000000..aa48a1313217
--- /dev/null
+++ b/topics/low-code/index.md
@@ -0,0 +1,9 @@
+---
+aliases: low-code-development
+display_name: Low code
+short_description: Developing software with minimal coding experience using visual interfaces and pre-built components.
+topic: low-code
+wikipedia_url: https://en.wikipedia.org/wiki/Low-code_development_platform
+---
+
+Low code is a software development approach that uses graphical development environments to simplify the process of building applications. Low-code development platforms or low-code platforms are a category of software development platforms that are designed to enable rapid application development. Rather than requiring developers to write code, low-code platforms provide a graphical user interface (GUI) with which users can configure and customize applications. Low-code platforms may also provide a visual programming language that allows users to create applications without writing code.
diff --git a/topics/lr-parser/index.md b/topics/lr-parser/index.md
new file mode 100644
index 000000000000..cf2a1a1650f3
--- /dev/null
+++ b/topics/lr-parser/index.md
@@ -0,0 +1,9 @@
+---
+display_name: LR parser
+short_description: LR parsers are a type of bottom-up parser that analyse deterministic context-free languages in linear time.
+topic: lr-parser
+aliases: lr-parsing
+related: ll-parser
+wikipedia_url: https://en.wikipedia.org/wiki/LR_parser
+---
+In computer science, LR parsers are a type of bottom-up parser that analyse deterministic context-free languages in linear time.[1] There are several variants of LR parsers: SLR parsers, LALR parsers, Canonical LR(1) parsers, Minimal LR(1) parsers, and GLR parsers. LR parsers can be generated by a parser generator from a formal grammar defining the syntax of the language to be parsed. They are widely used for the processing of computer languages. 
diff --git a/topics/machinima/index.md b/topics/machinima/index.md
new file mode 100644
index 000000000000..97695f35f1bd
--- /dev/null
+++ b/topics/machinima/index.md
@@ -0,0 +1,9 @@
+---
+aliases: machine-cinema, quake-movie
+display_name: Machinima
+short_description: Machinima is a creation method of using real-time software or video games to make movies.
+related: tool, games, internet, modding
+topic: machinima
+wikipedia_url: https://en.wikipedia.org/wiki/Machinima
+---
+Machinima is a creation method of using real-time software or video games to make movies, Tools that allow the virtual environment to be modified, enabling the recording of gameplays for production.
diff --git a/topics/macos/macos.png b/topics/macos/macos.png
index 98eb2abc1a04..b7fa5d890ebe 100644
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diff --git a/topics/mainframe/index.md b/topics/mainframe/index.md
new file mode 100644
index 000000000000..901a2967ab0f
--- /dev/null
+++ b/topics/mainframe/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Mainframe
+short_description: A mainframe is a powerful computer system known for reliability.
+topic: mainframe
+related: cobol, rexx, zos, jcl
+wikipedia_url: https://en.wikipedia.org/wiki/Mainframe
+---
+A mainframe is a powerful computer system designed for processing large data volumes, supporting multiple users & applications. Known for reliability, security, and scalability, they're vital in industries like finance & insurance. Typical languages include COBOL, PL/I, and Assembly, with Java and Python gaining popularity.
+
+
diff --git a/topics/malware/index.md b/topics/malware/index.md
new file mode 100644
index 000000000000..a391d75a5eee
--- /dev/null
+++ b/topics/malware/index.md
@@ -0,0 +1,10 @@
+---
+aliases: computer-malware
+display_name: Malware
+short_description: "Any program or file that is intentionally harmful to a computer, network or server."
+related: virus, security, malware-analysis, cyber-attack, cyber-security, system-tracking, system-monitoring
+topic: malware
+logo: malware.png
+wikipedia_url: https://en.wikipedia.org/wiki/Malware
+---
+Malware can take various forms, including viruses, worms, Trojans, ransomware, spyware, and more. Its primary goal is to compromise the integrity, confidentiality, or availability of information, often for financial gain, espionage, or other malicious purposes.
\ No newline at end of file
diff --git a/topics/malware/malware.png b/topics/malware/malware.png
new file mode 100644
index 000000000000..c3132e7ccb3d
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diff --git a/topics/mantine/index.md b/topics/mantine/index.md
new file mode 100644
index 000000000000..f444c489c6ff
--- /dev/null
+++ b/topics/mantine/index.md
@@ -0,0 +1,13 @@
+---
+aliases: mantine-core, mantine-ui, mantine-hooks
+display_name: Mantine
+github_url: https://github.com/mantinedev/mantine
+logo: mantine.png
+related: postcss, react, css-framework, tailwind-css, bootstrap, media-queries, responsive-design, component-driven, color-scheme
+released: May 2021
+topic: mantine
+short_description: "Mantine is a React components library."
+url: https://mantine.dev/
+---
+
+Mantine is a React components library focused on providing great user and developer experience.
diff --git a/topics/mantine/mantine.png b/topics/mantine/mantine.png
new file mode 100644
index 000000000000..dcb3d1bdb161
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diff --git a/topics/mariadb/index.md b/topics/mariadb/index.md
new file mode 100644
index 000000000000..8111630a280d
--- /dev/null
+++ b/topics/mariadb/index.md
@@ -0,0 +1,13 @@
+---
+aliases: mariadb-server
+created_by: Michael "Monty" Widenius, David Axmark, Allan Larsson
+display_name: MariaDB
+github_url: https://github.com/MariaDB/server
+logo: mariadb.png
+released: October 29, 2009
+short_description: MariaDB is a community-developed, open source relational database management system forked from MySQL.
+topic: mariadb
+url: https://mariadb.org/
+wikipedia_url: https://en.wikipedia.org/wiki/MariaDB
+---
+MariaDB is an open source relational database management system forked from the free MySQL database in 2009 by original MySQL developers. While maintaining high compatibility with MySQL, MariaDB adds new storage engines and features as a community-driven open source alternative. It has gained widespread adoption, being utilized by major companies and many Linux distributions.
diff --git a/topics/mariadb/mariadb.png b/topics/mariadb/mariadb.png
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diff --git a/topics/marketing/index.md b/topics/marketing/index.md
new file mode 100644
index 000000000000..b8ad8143755e
--- /dev/null
+++ b/topics/marketing/index.md
@@ -0,0 +1,13 @@
+---
+display_name: Marketing
+short_description: Open source tools and strategies for connecting products with people who can benefit from them.
+topic: marketing
+aliases: digital-marketing, growth, martech, gtm, gotomarket, go-to-market
+wikipedia_url: https://en.wikipedia.org/wiki/Marketing
+related: analytics, automation, crm, email, business
+---
+Marketing is the practice of connecting products and services with people who can benefit from them. This involves understanding audiences, crafting compelling messages, and choosing the right channels for distribution and engagement.
+
+While the marketing technology landscape is dominated by expensive SaaS platforms, there's growing interest in open source alternatives for email marketing, customer relationship management, analytics, attribution tracking, and marketing automation. Open source marketing tools offer transparency, customization, and cost-effectiveness that many businesses and developers seek.
+
+With over 1,800 repositories tagged with marketing on GitHub, this community demonstrates the potential for collaborative development of marketing technologies that prioritize user control, data privacy, and accessibility over vendor lock-in.
diff --git a/topics/mastodon/index.md b/topics/mastodon/index.md
index 361662842a1d..26a95218ab91 100644
--- a/topics/mastodon/index.md
+++ b/topics/mastodon/index.md
@@ -1,12 +1,13 @@
 ---
 created_by: Eugen Rochko
 display_name: Mastodon
-github_url: https://github.com/tootsuite
+github_url: https://github.com/mastodon
 logo: mastodon.png
+related: activitypub, fediverse, microblog, social-network, webfinger
 released: October 5, 2016
-short_description: Mastodon is a free, decentralized, open-source microblogging network.
+short_description: Mastodon is a free, decentralized, open source microblogging network.
 topic: mastodon
 url: https://joinmastodon.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Mastodon_(software)
 ---
-Mastodon is a large social media network built as a decentralized federation of independently operated servers. It has a strong focus on privacy and anti-abuse features. Mastodon's server-side technology is Ruby on Rails, and its front end is written in JavaScript (React.js and Redux). It implements both the [OStatus](https://www.w3.org/community/ostatus/) and [ActivityPub](https://activitypub.rocks/) protocols and is thus interoperable with other social networks. [There are several client applications for different platforms available.](https://github.com/tootsuite/documentation/blob/master/Using-Mastodon/Apps.md)
+Mastodon is a free and open source microblogging network built as a decentralized federation of independently-operated servers. The server-side technology is Ruby on Rails, and the front end is written in JavaScript (React.js and Redux). It implements the [ActivityPub](https://activitypub.rocks/) and [WebFinger](https://webfinger.net/) protocols for interoperability with other social networks. [There are several client applications for different platforms available.](https://joinmastodon.org/apps).
diff --git a/topics/mastodon/mastodon.png b/topics/mastodon/mastodon.png
index a18012a2ef6b..a90b10d27a44 100644
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diff --git a/topics/material-design/index.md b/topics/material-design/index.md
index b8ee6c3597ac..281b812c5192 100644
--- a/topics/material-design/index.md
+++ b/topics/material-design/index.md
@@ -1,12 +1,12 @@
 ---
-aliases: material-design-principles
-display_name: Material design
+aliases: material-design-principles, material, materialdesign, material3
+display_name: Material Design
 logo: material-design.png
-short_description: Material design is a unified system of theory and tools for creating
+short_description: Material Design is a unified system of theory and tools for creating
   digital experiences developed by Google.
 topic: material-design
-related: material
+created_by: Google
 url: https://material.io/
 wikipedia_url: https://en.wikipedia.org/wiki/Material_Design
 ---
-Material design is a design language developed by Google. It makes use of grid-based layouts, responsive animation, and transitioning.
+Material Design is a design language developed by Google. It makes use of grid-based layouts, responsive animation, and transitioning.
diff --git a/topics/mathematics/index.md b/topics/mathematics/index.md
new file mode 100644
index 000000000000..c910edeb07be
--- /dev/null
+++ b/topics/mathematics/index.md
@@ -0,0 +1,9 @@
+---
+aliases: math
+display_name: Mathematics
+logo: mathematics.png
+short_description: Mathematics is a subject that deals with numbers, shapes, logic, quantity, and arrangements.
+topic: mathematics
+wikipedia_url: https://en.wikipedia.org/wiki/Mathematics
+---
+Mathematics is an area of knowledge that includes such topics as numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes.
diff --git a/topics/mathematics/mathematics.png b/topics/mathematics/mathematics.png
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diff --git a/topics/matlab/matlab.png b/topics/matlab/matlab.png
index fedd49bd8846..1133aefe459a 100644
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diff --git a/topics/matrix-org/index.md b/topics/matrix-org/index.md
new file mode 100644
index 000000000000..2fb2d1253890
--- /dev/null
+++ b/topics/matrix-org/index.md
@@ -0,0 +1,11 @@
+---
+aliases: matrix
+topic: matrix-org
+github_url: https://github.com/matrix-org
+display_name: Matrix
+logo: matrix-org.png
+short_description: An open network for secure, decentralized communication.
+url: https://matrix.org/
+wikipedia_url: https://fr.wikipedia.org/wiki/Matrix_(protocole)
+---
+Matrix is an open standard and communication protocol for real-time communication. It aims to make real-time communication work seamlessly between different service providers, in the way that standard Simple Mail Transfer Protocol email currently does for store-and-forward email service, by allowing users with accounts at one communications service provider to communicate with users of a different service provider via online chat, voice over IP, and videotelephony. It therefore serves a similar purpose to protocols like XMPP, but is not based on any existing communication protocol.
\ No newline at end of file
diff --git a/topics/matrix-org/matrix-org.png b/topics/matrix-org/matrix-org.png
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diff --git a/topics/matter/index.md b/topics/matter/index.md
new file mode 100644
index 000000000000..4cd409ad9b5d
--- /dev/null
+++ b/topics/matter/index.md
@@ -0,0 +1,12 @@
+---
+aliases: matter-iot, matter-smarthome, matter-devices
+created_by: Connectivity Standards Alliance
+display_name: Matter
+github_url: https://github.com/project-chip
+logo: matter.png
+short_description: Matter is a royalty-free standard for the Internet of Things to unify how to interact with devices.
+topic: matter
+url: https://buildwithmatter.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Matter_(standard)
+---
+Matter, formerly Project Connected Home over IP (CHIP), is a royalty-free home automation connectivity standard, with manufacturers only incurring certification costs.
\ No newline at end of file
diff --git a/topics/matter/matter.png b/topics/matter/matter.png
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diff --git a/topics/mcfunction/index.md b/topics/mcfunction/index.md
new file mode 100644
index 000000000000..2b05363dcb59
--- /dev/null
+++ b/topics/mcfunction/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Mojang Studios
+display_name: mcfunction
+related: minecraft, minecraft-commands
+released: July 18, 2018
+short_description: A coding language for Minecraft commands.
+topic: mcfunction
+url: https://minecraft.net/
+---
+mcfunction is a language created by Mojang for Minecraft datapacks, following the same syntax as commands in-game.
\ No newline at end of file
diff --git a/topics/mcnp/index.md b/topics/mcnp/index.md
new file mode 100644
index 000000000000..e8eb45aea19f
--- /dev/null
+++ b/topics/mcnp/index.md
@@ -0,0 +1,12 @@
+---
+aliases: mcnp5, mcnp6
+display_name: MCNP
+short_description: MCNP is the Monte Carlo N-Particle radiation transport code.
+created_by: Los Alamos National Laboratory
+topic: mcnp
+url: https://mcnp.lanl.gov/
+wikipedia_url: https://en.wikipedia.org/wiki/Monte_Carlo_N-Particle_Transport_Code
+---
+The Monte Carlo N-Particle (MCNP) radiation transport code is a Monte Carlo transport code developed by Las Alamos National Laboratory (LANL).
+It supports over 37 different types of particles, and is widely used by nuclear engineers,
+and nuclear physicists. 
diff --git a/topics/mean-stack/index.md b/topics/mean-stack/index.md
new file mode 100644
index 000000000000..e4d06043061a
--- /dev/null
+++ b/topics/mean-stack/index.md
@@ -0,0 +1,15 @@
+---
+aliases: mean
+topic: mean-stack
+display_name: MEAN
+short_description: MEAN is a source-available JavaScript solution stack that consists of MongoDB, Express.js, Angular.js/Angular, and Node.js.
+related: mern, mevn, meen, mongodb, expressjs, angularjs, angular, nodejs, javascript
+wikipedia_url: https://en.wikipedia.org/wiki/MEAN_(solution_stack)
+created_by: Valeri Karpov
+released: 2013
+---
+**MEAN** is a source-available JavaScript solution **stack**/software bundle that consists of
+* [**M**ongoDB](/topics/mongodb)
+* [**E**xpress.js](/topics/expressjs)
+* [**A**ngular.js](/topics/angularjs)/[**A**ngular](/topics/angular)
+* [**N**ode.js](/topics/nodejs)
diff --git a/topics/media-queries/index.md b/topics/media-queries/index.md
new file mode 100644
index 000000000000..51e8e7dfb2a1
--- /dev/null
+++ b/topics/media-queries/index.md
@@ -0,0 +1,28 @@
+---
+topic: media-queries
+aliases: media-query
+display_name: Media Queries
+short_description: Media Queries can target browsers by certain characteristics, features, and user prefs, apply styles, or run other related code.
+related: responsive-design, container-queries, client-hints, css-breakpoints, css-viewport
+url: https://drafts.csswg.org/mediaqueries/
+wikipedia_url: https://en.wikipedia.org/wiki/Media_queries
+created_by: Håkon Wium Lie, W3C
+released: June 19, 2012
+---
+**Media Queries** are a way to target browsers by certain characteristics, features, and user preferences, then apply styles, or run other code based on those things. They are a key part of responsive web design, as they allow you to create different layouts depending on the size of the viewport, but they can also be used to detect other things about the environment your site is running on, for example whether the user is using a touchscreen rather than a mouse. Media queries are used for the following:
+* conditionally apply styles with the CSS `@media` and `@import` at-rules
+* target specific media for the `<style>`, `<link>`, `<source>`, and other HTML elements with the `media=` attribute
+* test and monitor media states using the `Window.matchMedia()` and `EventTarget.addEventListener()` methods
+
+A media query is composed of an optional media type and any number of media feature expressions, which may optionally be combined in various ways using logical operators.
+* Media types define the broad category of device for which the media query applies. The type is optional except when using the not or only logical operators.
+    * **all:** Suitable for all devices.
+    * **print:** Intended for paged material and documents viewed on a screen in print preview mode.
+    * **screen:** Intended primarily for screens.
+* Media features describe a specific characteristic of the user agent, output device, or environment. Media Queries Level 4 groups 18 media features into 5 categories.
+    * **Viewport/Page Characteristics**
+    * **Display Quality**
+    * **Color**
+    * **Interaction**
+    * **Video-prefixed:** The spec references user agents, including TVs, that render video and graphics in two separate planes that each have their own characteristics. _(upcoming Media Queries Level 5)_
+* Logical operators can be used to compose a complex media query: not, and, and only. You can also combine multiple media queries into a single rule by separating them with commas.
diff --git a/topics/mediawiki/index.md b/topics/mediawiki/index.md
index d27db09c6919..388fa4fd418a 100644
--- a/topics/mediawiki/index.md
+++ b/topics/mediawiki/index.md
@@ -9,7 +9,8 @@ short_description: MediaWiki is a free and open source wiki engine, most well-kn
 topic: mediawiki
 url: https://www.mediawiki.org/
 wikipedia_url: https://en.wikipedia.org/wiki/MediaWiki
+related: semantic-mediawiki, wikitext, scribunto, version-control, wiki, wikipedia, wikia, collaboration, knowledge-base, dokuwiki
 ---
-MediaWiki is a popular free and open source wiki engine written in PHP.
+**MediaWiki** is a popular free and open source wiki engine written in PHP.
 It is used by tens of thousands of websites to collect and organize knowledge and make it available to people.
 Many people may be familiar with MediaWiki as the software that runs Wikimedia sites such as Wikipedia.
diff --git a/topics/mediawiki/mediawiki.png b/topics/mediawiki/mediawiki.png
index 4216b1ff361d..2783aecd69d5 100644
Binary files a/topics/mediawiki/mediawiki.png and b/topics/mediawiki/mediawiki.png differ
diff --git a/topics/medium/index.md b/topics/medium/index.md
new file mode 100644
index 000000000000..6ff5fc59e965
--- /dev/null
+++ b/topics/medium/index.md
@@ -0,0 +1,14 @@
+---
+aliases: medium-article, medium-api, medium-editor, medium-app, medium-com
+created_by: Evan Williams 
+display_name: Medium
+logo: medium.png
+related: blog, publishing, journalism, reading
+github_url: https://github.com/medium
+short_description: Medium is an American online publishing platform.
+released: August 15, 2012
+url: https://medium.com/
+topic: medium
+wikipedia_url: https://en.wikipedia.org/wiki/Medium_(website)
+---
+Medium is an American online publishing platform owned by A Medium Corporation. The platform is an example of social journalism, having a hybrid collection of amateur and professional people and publications, or exclusive blogs or publishers on Medium, and is regularly regarded as a blog host.
diff --git a/topics/medium/medium.png b/topics/medium/medium.png
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diff --git a/topics/megengine/index.md b/topics/megengine/index.md
new file mode 100644
index 000000000000..4297b70b680d
--- /dev/null
+++ b/topics/megengine/index.md
@@ -0,0 +1,41 @@
+---
+aliases: mge
+created_by: Megvii
+display_name: MegEngine
+logo: megengine.png
+short_description: MegEngine is a fast, scalable and easy-to-use deep learning framework, with auto-differentiation.
+topic: megengine
+url: https://www.megengine.org.cn/
+github_url: https://github.com/MegEngine/MegEngine
+---
+
+MegEngine is a fast, scalable and easy-to-use deep learning framework, with auto-differentiation.
+
+
+#### How to Contact Us
+
+* Issue: [github.com/MegEngine/MegEngine/issues](https://github.com/MegEngine/MegEngine/issues)
+* Email: [megengine-support@megvii.com](mailto:megengine-support@megvii.com)
+* Forum: [discuss.megengine.org.cn](https://discuss.megengine.org.cn)
+* QQ Group: 1029741705
+
+#### Resources
+
+- [Documentation](https://github.com/MegEngine/Documentation)
+- [Awesome MegEngine](https://github.com/MegEngine/awesome-megengine)
+
+
+MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架，具备训练推理一体、全平台高效支持和动静结合的训练能力 3 大核心优势，可帮助企业与开发者大幅节省产品从实验室原型到工业部署的流程，真正实现小时级的转化能力。
+
+#### 联系我们
+
+* 问题: [github.com/MegEngine/MegEngine/issues](https://github.com/MegEngine/MegEngine/issues)
+* 邮箱: [megengine-support@megvii.com](mailto:megengine-support@megvii.com)
+* 论坛: [discuss.megengine.org.cn](https://discuss.megengine.org.cn)
+* QQ: 1029741705
+
+
+#### 资源
+
+- [文档](https://github.com/MegEngine/Documentation)
+- [Awesome MegEngine](https://github.com/MegEngine/awesome-megengine)
diff --git a/topics/megengine/megengine.png b/topics/megengine/megengine.png
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diff --git a/topics/meilisearch/index.md b/topics/meilisearch/index.md
index 3d4e58faf8ad..8c8040e2a06a 100644
--- a/topics/meilisearch/index.md
+++ b/topics/meilisearch/index.md
@@ -1,7 +1,7 @@
 ---
 display_name: MeiliSearch
 github_url: https://github.com/meilisearch/meilisearch
-related: search-engine, database, site-search, entreprise-search
+related: search-engine, database, site-search, enterprise-search
 short_description: MeiliSearch is an open source typo-tolerant search engine.
 topic: meilisearch
 url: https://github.com/meilisearch/meilisearch
diff --git a/topics/mern/index.md b/topics/mern/index.md
new file mode 100644
index 000000000000..ea6304c32ae6
--- /dev/null
+++ b/topics/mern/index.md
@@ -0,0 +1,12 @@
+---
+aliases: mern-stack
+topic: mern
+display_name: MERN
+short_description: MERN is a source-available JavaScript solution stack consisting of MongoDB, Express.js, React.js, Node.js.
+related: mean, meen, mevn, mongodb, expressjs, reactjs, nodejs, javascript
+---
+**MERN** is a source-available JavaScript solution stack/software bundle, consisting of the following components:
+* [**M**ongoDB](/topics/mongodb)
+* [**E**xpress.js](/topics/expressjs)
+* [**R**eact.js](/topics/reactjs)
+* [**N**ode.js](/topics/nodejs)
diff --git a/topics/meteor/index.md b/topics/meteor/index.md
new file mode 100644
index 000000000000..051f574c8d5b
--- /dev/null
+++ b/topics/meteor/index.md
@@ -0,0 +1,13 @@
+---
+aliases: meteorjs
+topic: meteor
+display_name: Meteor
+short_description: MeteorJS is a partly proprietary, mostly free and open-source isomorphic JavaScript web framework written using Node.js.
+logo: meteor.png
+related: mongodb, vulcanjs, pubsub
+created_by: Meteor Software, Meteor Development Group
+released: January 20, 2012
+wikipedia_url: https://en.wikipedia.org/wiki/Meteor_(web_framework)
+github_url: https://github.com/meteor
+---
+**Meteor**, or **MeteorJS**, (formerly known as **Skybreak**) is a partly proprietary, mostly free and open source isomorphic JavaScript web framework written using Node.js. Meteor allows for rapid prototyping and produces cross-platform (Android, iOS, Web) code. The server-side MongoDB program is the only proprietary component of Meteor and is part of the Meteor download bundle. It is possible to use Meteor without using the server-side MongoDB. It uses the Distributed Data Protocol and a publish–subscribe pattern to automatically propagate data changes to clients without requiring the developer to write any synchronization code. 
diff --git a/topics/meteor/meteor.png b/topics/meteor/meteor.png
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diff --git a/topics/microcontroller/index.md b/topics/microcontroller/index.md
new file mode 100644
index 000000000000..9997900e76d8
--- /dev/null
+++ b/topics/microcontroller/index.md
@@ -0,0 +1,9 @@
+---
+aliases: mcu, microcontrollers, micro-controllers, micro-controller
+display_name: Microcontroller
+short_description: Microcontrollers are compact integrated circuits that control embedded systems.
+topic: microcontroller
+wikipedia_url: https://en.wikipedia.org/wiki/Microcontroller
+related: embedded-systems, robotics, arduino, iot, home-automation, esp32, raspberry-pi-pico
+---
+Microcontrollers are small computers on a single integrated circuit, containing a processor, memory, and input/output peripherals. They are widely used in embedded systems for performing specific control functions efficiently. Applications of microcontrollers include robotics, IoT, and home automation. Popular examples include Arduino, ESP32, and Raspberry Pi Pico.
diff --git a/topics/microformats/index.md b/topics/microformats/index.md
index 5b91f08cace4..5bcb61472f3d 100644
--- a/topics/microformats/index.md
+++ b/topics/microformats/index.md
@@ -9,5 +9,6 @@ short_description: Microformats are small patterns of HTML to represent commonly
 topic: microformats
 url: http://microformats.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Microformat
+related: linked-data, metadata, semantic-web, indieweb
 ---
-Designed for humans first and machines second, microformats are a set of simple, open data formats built upon existing and widely adopted standards. Instead of throwing away what works today, microformats intend to solve simpler problems first by adapting to current behaviors and usage patterns.
+Designed for humans first and machines second, **microformats** are a set of simple, open data formats built upon existing and widely adopted standards. Instead of throwing away what works today, microformats intend to solve simpler problems first by adapting to current behaviors and usage patterns.
diff --git a/topics/midi2/index.md b/topics/midi2/index.md
new file mode 100644
index 000000000000..033558ebd655
--- /dev/null
+++ b/topics/midi2/index.md
@@ -0,0 +1,9 @@
+---
+display_name: MIDI 2.0
+short_description: MIDI 2.0 is an extension of MIDI 1.0.
+topic: midi2
+url: https://www.midi.org/specifications/midi-2-0-specifications
+wikipedia_url: https://en.wikipedia.org/wiki/MIDI#MIDI_2.0
+---
+MIDI (Musical Instrument Digital Interface) 2.0 is an extension of MIDI 1.0.
+The specifications are still in active development.
diff --git a/topics/mill-plugin/index.md b/topics/mill-plugin/index.md
new file mode 100644
index 000000000000..e31335abe585
--- /dev/null
+++ b/topics/mill-plugin/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Mill Plugin
+short_description: Plugins for the Mill Build Tool.
+topic: mill-plugin
+logo: mill-plugin.png
+related: scala, java
+url: https://com-lihaoyi.github.io/mill/mill/Extending_Mill.html#_using_mill_plugins_import_ivy
+github_url: https://github.com/com-lihaoyi/mill
+---
+Open source plugins to be used with the Mill Build Tool.
diff --git a/topics/mill-plugin/mill-plugin.png b/topics/mill-plugin/mill-plugin.png
new file mode 100644
index 000000000000..295ebd58efc2
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diff --git a/topics/minecraft-addon/index.md b/topics/minecraft-addon/index.md
new file mode 100644
index 000000000000..20cc7c11f69c
--- /dev/null
+++ b/topics/minecraft-addon/index.md
@@ -0,0 +1,14 @@
+---
+aliases: minecraft-bedrock-addon, mcpe-addon, minecraftpe-mods
+display_name: Minecraft Addon
+logo: minecraft-addon.png
+related: minecraft-bedrock-edition, minecraft-mod, minecraft-plugin
+short_description: Add-ons change mechanics and appearance of Minecraft BE.
+topic: minecraft-addon
+url: https://minecraft.net/
+---
+Published by Mojang, Minecraft is a game that allows its players virtually unlimited creative and building authority in their 3D cube world.
+
+Minecraft Bedrock Edition is the version of the game released for mobile devices, gaming consoles, and Windows devices.
+
+Add-ons are behavior and resource packs which change the mechanics and appearance of the game respectively.
diff --git a/topics/minecraft-addon/minecraft-addon.png b/topics/minecraft-addon/minecraft-addon.png
new file mode 100644
index 000000000000..3586a4147de3
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diff --git a/topics/minecraft-bedrock-edition/index.md b/topics/minecraft-bedrock-edition/index.md
new file mode 100644
index 000000000000..731a3db95339
--- /dev/null
+++ b/topics/minecraft-bedrock-edition/index.md
@@ -0,0 +1,15 @@
+---
+aliases: bedrock-edition, mcpe, mcbe
+created_by: Mojang Studios
+display_name: Minecraft Bedrock Edition
+logo: minecraft-bedrock-edition.png
+related: minecraft
+released: August 16, 2011
+short_description: Minecraft is a sandbox video game.
+topic: minecraft-bedrock-edition
+url: https://minecraft.net/
+wikipedia_url: https://en.wikipedia.org/wiki/Minecraft
+---
+Published by Mojang, Minecraft is a game that allows its players virtually unlimited creative and building authority in their 3D cube world.
+
+Minecraft Bedrock Edition is the version of the game released for mobile devices, gaming consoles, and Windows devices.
\ No newline at end of file
diff --git a/topics/minecraft-bedrock-edition/minecraft-bedrock-edition.png b/topics/minecraft-bedrock-edition/minecraft-bedrock-edition.png
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diff --git a/topics/minecraft-forge/index.md b/topics/minecraft-forge/index.md
new file mode 100644
index 000000000000..112281f778b6
--- /dev/null
+++ b/topics/minecraft-forge/index.md
@@ -0,0 +1,12 @@
+---
+aliases: forge, minecraftforge, minecraft-forge-mod, minecraft-forge-mods, minecraft-forge-modification, forgemc
+display_name: Minecraft Forge
+related: minecraft, minecraft-mod, java
+short_description: Forge is a popular modloader for Minecraft.
+topic: minecraft-forge
+url: https://minecraftforge.net/
+github_url: https://github.com/MinecraftForge/MinecraftForge
+---
+Published by Mojang, Minecraft is a game that allows its players virtually unlimited creative and building authority in their 3D cube world.
+
+Minecraft Forge is a modding toolchain that allows players to customize and enhance their Minecraft experience.
diff --git a/topics/minecraft-mod/index.md b/topics/minecraft-mod/index.md
new file mode 100644
index 000000000000..e339fd648bc3
--- /dev/null
+++ b/topics/minecraft-mod/index.md
@@ -0,0 +1,13 @@
+---
+aliases: minecraft-modding, minecraft-modpack
+display_name: Minecraft Mod
+logo: minecraft-mod.png
+related: minecraft, minecraft-plugin, minecraft-addon
+short_description: Mods change Minecraft​'s game content in some way.
+topic: minecraft-mod
+url: https://minecraft.net/
+wikipedia_url: https://en.wikipedia.org/wiki/Minecraft_modding
+---
+Published by Mojang, Minecraft is a game that allows its players virtually unlimited creative and building authority in their 3D cube world.
+
+Mods (short for modifications) change Minecraft​'s game content in some way, such as to make minor adjustments to the game's mechanics or implement entirely new features.
diff --git a/topics/minecraft-mod/minecraft-mod.png b/topics/minecraft-mod/minecraft-mod.png
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diff --git a/topics/minecraft-plugin/index.md b/topics/minecraft-plugin/index.md
new file mode 100644
index 000000000000..bb218bd2a54c
--- /dev/null
+++ b/topics/minecraft-plugin/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Minecraft Plugin
+logo: minecraft-plugin.png
+related: minecraft, minecraft-mod, minecraft-addon
+short_description: A plugin (or a multiplayer plug-in) is an additive file for a Minecraft multiplayer server.
+topic: minecraft-plugin
+url: https://minecraft.net/
+---
+Published by Mojang, Minecraft is a game that allows its players virtually unlimited creative and building authority in their 3D cube world.
+
+A plugin (or a multiplayer plug-in) is an additive file for a Minecraft multiplayer server. Plugins are often used to change certain aspects of the game, such as adding user rankings, or the addition of a "factions" game mode. Plugins do not change the game itself, as a mod does.
\ No newline at end of file
diff --git a/topics/minecraft-plugin/minecraft-plugin.png b/topics/minecraft-plugin/minecraft-plugin.png
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diff --git a/topics/minecraft-server/index.md b/topics/minecraft-server/index.md
new file mode 100644
index 000000000000..f28923e9f389
--- /dev/null
+++ b/topics/minecraft-server/index.md
@@ -0,0 +1,11 @@
+---
+aliases: mc-server, mcpe-server, bedrock-server
+display_name: Minecraft Server
+logo: minecraft-server.png
+related: minecraft
+short_description: A server for Minecraft.
+topic: minecraft-server
+url: https://www.minecraft.net/en-us/download/server
+wikipedia_url: https://en.wikipedia.org/wiki/Minecraft_server
+---
+A Minecraft server is a player-owned or business-owned multiplayer game server for the 2009 Mojang Studios video game Minecraft. In this context, the term "server" often colloquially refers to a network of connected servers, rather than a single machine. Players can start their own server either by setting one up on a computer using software provided by Mojang, or by using a hosting provider so they can have their server run on dedicated machines with guaranteed uptime. <!-- Source: Wikipedia; Accessed: 1/6/23-->
diff --git a/topics/minecraft-server/minecraft-server.png b/topics/minecraft-server/minecraft-server.png
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diff --git a/topics/minecraft/index.md b/topics/minecraft/index.md
index 8d43a99f006b..e58d8883e195 100644
--- a/topics/minecraft/index.md
+++ b/topics/minecraft/index.md
@@ -1,12 +1,13 @@
 ---
-aliases: minecraft-mod, minecraft-plugin
+aliases: minecraft-java
 created_by: Markus Persson, Jens Bergensten
 display_name: Minecraft
 logo: minecraft.png
+related: minecraft-bedrock-edition
 released: November 18, 2011
 short_description: Minecraft is a sandbox video game.
 topic: minecraft
-url: https://minecraft.net/en-us/
+url: https://minecraft.net/
 wikipedia_url: https://en.wikipedia.org/wiki/Minecraft
 ---
 Published by Mojang, Minecraft is a game that allows its players virtually unlimited creative and building authority in their 3D cube world.
diff --git a/topics/minecraft/minecraft.png b/topics/minecraft/minecraft.png
index e079e9546aa0..3586a4147de3 100644
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diff --git a/topics/misskey/index.md b/topics/misskey/index.md
new file mode 100644
index 000000000000..8768a8b784c7
--- /dev/null
+++ b/topics/misskey/index.md
@@ -0,0 +1,12 @@
+---
+created_by: syuilo
+display_name: Misskey
+github_url: https://github.com/misskey-dev
+related: activitypub, fediverse, microblog, social-network, webfinger
+released: 2014
+short_description: Misskey is open source software for free distributed microblogging network.
+topic: misskey
+url: https://misskey-hub.net/
+wikipedia_url: https://en.wikipedia.org/wiki/Misskey
+---
+Misskey is an open source software for free microblogging. The backend uses NestJS, and the frontend is written in TypeScript (Vue.js). It also implements ActivityPub and WebFinger procotr to achieve interoperability with other social networks.
diff --git a/topics/mlx/index.md b/topics/mlx/index.md
new file mode 100644
index 000000000000..ed99f35b97c1
--- /dev/null
+++ b/topics/mlx/index.md
@@ -0,0 +1,11 @@
+---
+aliases: ml-explore
+created_by: Apple
+display_name: MLX
+logo: mlx.png
+released: December 13, 2023
+short_description: An array framework for Apple silicon.
+topic: mlx
+url: https://ml-explore.github.io/mlx/
+---
+MLX is a NumPy-like array framework designed for efficient and flexible machine learning on Apple silicon, brought to you by Apple machine learning research.
diff --git a/topics/mlx/mlx.png b/topics/mlx/mlx.png
new file mode 100644
index 000000000000..f7e146359334
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diff --git a/topics/mocha/index.md b/topics/mocha/index.md
new file mode 100644
index 000000000000..cc58cf9749d9
--- /dev/null
+++ b/topics/mocha/index.md
@@ -0,0 +1,38 @@
+---
+aliases: mochajs
+created_by: OpenJS Foundation
+display_name: Mocha
+github_url: https://github.com/mochajs/mocha
+logo: mocha.png
+released: November 22, 2011
+short_description: Mocha is a testing framework for JavaScript.
+topic: mocha
+url: https://mochajs.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Mocha_(JavaScript_framework)
+related: testing, javascript, nodejs, tdd, bdd, jasmine, chai, qunit, jest
+---
+**Mocha** is a JavaScript test framework for Node.js programs, featuring browser support, asynchronous testing, test coverage reports, and use of any assertion library.
+
+## Assertation styles
+* assert
+* expect
+* should
+
+## Methologies
+* TDD
+* BDD
+
+## Reporting styles
+* spec
+* dot matrix
+* [TAP](https://github.com/topics/testanythingprotocol)
+* JSON
+* HTML
+* [XUnit](https://github.com/topics/xunit)
+* [_more &hellip;_](https://mochajs.org/#reporters)
+
+## Features
+* [`async`/`await`](https://github.com/topics/async-await)
+* [Native ES modules](https://github.com/topics/es6-modules)
+* [source map support](https://github.com/topics/sourcemaps)
+* [_more &hellip;_](https://mochajs.org/#features)
diff --git a/topics/mocha/mocha.png b/topics/mocha/mocha.png
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index 000000000000..8a04b11f9a25
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diff --git a/topics/mongodb/index.md b/topics/mongodb/index.md
index af049a627001..430426bfd810 100644
--- a/topics/mongodb/index.md
+++ b/topics/mongodb/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: mongodb-database
+aliases: mongodb-database, mongo, mongo-db
 created_by: MongoDB Inc.
 display_name: MongoDB
 github_url: https://github.com/mongodb
@@ -9,5 +9,6 @@ short_description: MongoDB is an open source NoSQL document-oriented database.
 topic: mongodb
 url: https://www.mongodb.com/
 wikipedia_url: https://en.wikipedia.org/wiki/MongoDB
+related: nosql, no-sql, document-oriented-database, database
 ---
 MongoDB is an open source NoSQL document-oriented database. MongoDB allows flexible schema representation instead of relying on fixed tables and columns. It supports full indexing, query, aggregation, tunable consistency and durability levels, and linear horizontal scaling through sharding.
diff --git a/topics/monitoring/index.md b/topics/monitoring/index.md
index f9a6c2e88b2c..5f10a923f511 100644
--- a/topics/monitoring/index.md
+++ b/topics/monitoring/index.md
@@ -4,5 +4,6 @@ display_name: Monitoring
 short_description: Monitor the impact of your code changes. Measure performance, track errors, and analyze your application.
 topic: monitoring
 wikipedia_url: https://en.wikipedia.org/wiki/Application_performance_management
+related: apm, observability, application-monitoring, alerting, event-monitoring, checkmk
 ---
 In the fields of information technology and systems management, application performance management (APM) is the monitoring and management of performance and availability of software applications. APM strives to detect and diagnose complex application performance problems to maintain an expected level of service.
diff --git a/topics/motorola-68000/index.md b/topics/motorola-68000/index.md
new file mode 100644
index 000000000000..be3f8e09bbf3
--- /dev/null
+++ b/topics/motorola-68000/index.md
@@ -0,0 +1,16 @@
+---
+aliases: m68k, 68k, m68000, 68000, 68000-series, 68000-family, 68000-processor, mc68000, motorola-680x0
+created_by: Motorola
+display_name: Motorola 68000
+related: 68k-assembly, assembly-68000, m68k-atari-mint, m68k-assembly, m68k-disassembler, m68k-elf-gcc, assembly-m68k, m68k-emulation, motorola-6805
+released: 1979
+short_description: The Motorola 68000 is a 16/32-bit microprocessor (family).
+topic: motorola-68000
+wikipedia_url: https://en.wikipedia.org/wiki/Motorola_68000
+---
+
+The Motorola 68000 is a 16/32-bit microprocessor (family) designed by Motorola in 1979. It was the first 16/32-bit microprocessor to be widely used. The 68000 is a CISC processor, with a 16-bit internal data bus and 24-bit address bus. It has a 32-bit data bus in the 68020 and later versions.
+
+The 68000 was used in many personal computers, workstations, and game consoles, including the Apple Macintosh, Atari ST, Commodore Amiga, and the Nintendo Entertainment System.
+
+The 68000 was succeeded by the 68020, 68030, 68040, and 68060, and by the PowerPC 601, 603, 604, 620, and 750.
\ No newline at end of file
diff --git a/topics/move-sui/index.md b/topics/move-sui/index.md
new file mode 100644
index 000000000000..ff2179a11ce7
--- /dev/null
+++ b/topics/move-sui/index.md
@@ -0,0 +1,14 @@
+---
+aliases: move-lang, move
+created_by: Facebook (Meta Platforms Inc.)
+display_name: Move-sui
+github_url: https://github.com/move-language/move-sui
+logo: move-sui.png
+related: language, smart-contracts, blockchain, aptos, sui
+released: '2019'
+short_description: Move is a safe and flexible smart contract language originally developed by Meta for the Diem blockchain.
+topic: move-sui
+url: https://move-language.github.io/move
+wikipedia_url: https://en.wikipedia.org/wiki/Move_(programming_language)
+---
+Move is a smart contract programming language designed for secure and verifiable transaction execution. Originally created by Meta for the Diem project, it now powers modern blockchains like Aptos and Sui. Move emphasizes safety, resource-oriented programming, and formal verification.
diff --git a/topics/move-sui/move-sui.png b/topics/move-sui/move-sui.png
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index 000000000000..8704ce43e149
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diff --git a/topics/mozilla/index.md b/topics/mozilla/index.md
new file mode 100644
index 000000000000..742faa84d565
--- /dev/null
+++ b/topics/mozilla/index.md
@@ -0,0 +1,15 @@
+---
+aliases: mozilla-foundation
+related: chrome, safari, edge, opera, browser, gecko, firefox, firefox-extension
+created_by: Mozilla Foundation
+display_name: Mozilla
+github_url: https://github.com/mozilla/
+logo: mozilla.png
+released: February 23, 1998
+short_description: Mozilla is a free software community founded in 1998.
+topic: mozilla
+url: https://www.mozilla.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Mozilla
+---
+
+Mozilla (stylized as moz://a) is a free software community founded in 1998 by members of Netscape. The Mozilla community uses, develops, spreads and supports Mozilla products, thereby promoting exclusively free software and open standards, with only minor exceptions. The community is supported institutionally by the non-profit Mozilla Foundation and its tax-paying subsidiary, the Mozilla Corporation. Mozilla's current products include the Firefox web browser, Thunderbird e-mail client (now through a subsidiary), Bugzilla bug tracking system, Gecko layout engine, Pocket "read-it-later-online" service, and others.
diff --git a/topics/mozilla/mozilla.png b/topics/mozilla/mozilla.png
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diff --git a/topics/mruby/index.md b/topics/mruby/index.md
new file mode 100644
index 000000000000..481d44306d85
--- /dev/null
+++ b/topics/mruby/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Yukihiro Matsumoto
+display_name: mruby
+github_url: https://github.com/mruby
+logo: mruby.png
+related: language, mrubyc, microcontroller, ruby
+released: April 20, 2012
+short_description: mruby is a lightweight, embeddable implementation of Ruby.
+topic: mruby
+url: https://mruby.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Mruby
+---
+mruby is the lightweight implementation of the Ruby language complying with part of the [ISO standard](https://www.iso.org/standard/59579.html). It can be linked and embedded within applications and it's designed to run in constrained environments, like microcontrollers.
diff --git a/topics/mruby/mruby.png b/topics/mruby/mruby.png
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diff --git a/topics/msp-mcp/index.md b/topics/msp-mcp/index.md
new file mode 100644
index 000000000000..11489bce85bd
--- /dev/null
+++ b/topics/msp-mcp/index.md
@@ -0,0 +1,8 @@
+---
+display_name: MSP MCP
+short_description: Model Context Protocol servers wrapping MSP tools (PSAs, RMMs, security, documentation) for AI assistants like Claude.
+topic: msp-mcp
+related: mcp, model-context-protocol, msp
+---
+
+MSP MCP is a family of [Model Context Protocol](https://modelcontextprotocol.io) servers that expose Managed Service Provider (MSP) tooling to AI assistants. Each server wraps a vendor's API — PSAs (Autotask, ConnectWise, HaloPSA), RMMs (Datto, NinjaOne, Atera, Syncro), documentation platforms (IT Glue, Hudu, Liongard), security tools (SentinelOne, Huntress, Blumira, RocketCyber), email security (Proofpoint, Avanan, Abnormal, Mimecast, IRONSCALES, KnowBe4, SpamTitan), incident management (Rootly, PagerDuty), and more — as MCP-compliant tools so an MSP technician can ask Claude to triage a ticket, check device health, or pull documentation in plain English.
diff --git a/topics/musicxml/index.md b/topics/musicxml/index.md
new file mode 100644
index 000000000000..4f94dc8604a3
--- /dev/null
+++ b/topics/musicxml/index.md
@@ -0,0 +1,7 @@
+---
+display_name: musicxml
+topic: musicxml
+short_description: A file format for musical notation.
+wikipedia_url: https://en.wikipedia.org/wiki/MusicXML
+---
+`musicxml` is a file format used to represent musical notation in xml. It is supported by several sheet music editors.
\ No newline at end of file
diff --git a/topics/mvc/index.md b/topics/mvc/index.md
index 99b65b961d3b..00a4c14e6164 100644
--- a/topics/mvc/index.md
+++ b/topics/mvc/index.md
@@ -4,5 +4,6 @@ display_name: mvc
 short_description: MVC is a software design pattern that separates an application's logic according to responsibilities.
 topic: mvc
 wikipedia_url: https://en.wikipedia.org/wiki/Model%E2%80%93view%E2%80%93controller
+related: software-design-patterns, hmvc, hierarchical-model-view-controller, model-view-adapter, model-view-presenter, mvvm, model-view-viewmodel, model-template-view
 ---
-The term MVC stands for Model-View-Controller. MVC is a software design pattern that separates an application's logic according to responsibilities: the model manages the application's data structure, the view manages how information is represented in the user interface, and the controller accepts input and dispatches commands to the model and the view.
+The term **MVC** stands for **Model-View-Controller**. MVC is a software design pattern that separates an application's logic according to responsibilities: The model manages the application's data structure, the view manages how information is represented in the user interface, and the controller accepts input and dispatches commands to the model and the view.
diff --git a/topics/nasa-pace/index.md b/topics/nasa-pace/index.md
new file mode 100644
index 000000000000..9f4c12c51afa
--- /dev/null
+++ b/topics/nasa-pace/index.md
@@ -0,0 +1,22 @@
+---
+topic: nasa-pace
+display_name: NASA's PACE Mission
+short_description: An Earth-observing satellite mission for Plankton, Aerosols, Clouds, and ocean Ecosystems.
+url: https://pace.gsfc.nasa.gov/
+wikipedia_url: https://en.wikipedia.org/wiki/Plankton,_Aerosol,_Cloud,_ocean_Ecosystem
+logo: nasa-pace.png
+related: nasa
+---
+
+PACE [launched into Earth orbit][launch] on 2024-02-08 to extend and improve NASA's over 20-year record of global ocean biology (especially the tiny plants and algae that sustain marine food webs), aerosols (tiny particles suspended in the air), and clouds.
+
+Two instruments fly on the satellite:
+- The Ocean Color Instrument ([OCI]) is a spectrometer that measures light over portions of the electromagnetic spectrum.
+  Sunlight interacting with substances present in open water, such as the green photosynthetic pigment found in phytoplankton and land plants, gives the ocean its dynamic and informative color.
+- The multi-angle polarimeters [HARP2] and [SPEXone] are radiometers that measures how sunlight oscillates within a geometric plane&mdash;known as its polarization&mdash.
+  Measuring polarization states of UV-to-shortwave light at various angles provides new information on the atmosphere and clouds, such as particle size and composition.
+
+[launch]: https://www.youtube.com/watch?v=TONpBd6Z6lE
+[OCI]: https://pace.oceansciences.org/oci.htm
+[HARP2]: https://pace.oceansciences.org/harp2.htm
+[SPEXone]: https://pace.oceansciences.org/spexone.htm
diff --git a/topics/nasa-pace/nasa-pace.png b/topics/nasa-pace/nasa-pace.png
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diff --git a/topics/navidrome/index.md b/topics/navidrome/index.md
new file mode 100644
index 000000000000..28bc3fbf2fb5
--- /dev/null
+++ b/topics/navidrome/index.md
@@ -0,0 +1,16 @@
+---
+created_by: Deluan Quintão
+display_name: Navidrome
+github_url: https://github.com/navidrome/navidrome
+logo: navidrome.png
+related: music, streaming, self-hosted
+released: 2019
+short_description: A self-hosted, open source music server and streamer compatible with Subsonic clients.
+topic: navidrome
+url: https://www.navidrome.org
+---
+Navidrome is a self-hosted music server that allows you to listen to your personal music collection from any browser or mobile device, similar to services like Spotify or Apple Music but with your own music library.
+
+Built with Go and featuring a modern web interface, Navidrome handles large music collections efficiently and supports on-the-fly transcoding to stream virtually any audio format. It implements the Subsonic API, making it compatible with a wide ecosystem of mobile apps and desktop clients.
+
+Key features include multi-user support with individual playlists and play counts, automatic library monitoring, low resource usage, and support for various metadata sources. Navidrome runs on macOS, Linux, Windows, and Raspberry Pi, with Docker images available for easy deployment.
diff --git a/topics/navidrome/navidrome.png b/topics/navidrome/navidrome.png
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diff --git a/topics/nebula-graph/index.md b/topics/nebula-graph/index.md
new file mode 100644
index 000000000000..17d4a4dbdf51
--- /dev/null
+++ b/topics/nebula-graph/index.md
@@ -0,0 +1,13 @@
+---
+created_by: vesoft, Inc.
+display_name: NebulaGraph
+github_url: https://github.com/vesoft-inc/nebula
+logo: nebula-graph.png
+related: graph, database
+released: '2019'
+short_description: NebulaGraph is an open-source distributed graph database built for super large-scale graphs with milliseconds of latency.
+topic: nebula-graph
+url: https://nebula-graph.io
+wikipedia_url: https://en.wikipedia.org/wiki/NebulaGraph
+---
+NebulaGraph is a popular open source graph database that can handle large volumes of data with milliseconds of latency, scale up quickly, and have the ability to perform fast graph analytics. NebulaGraph has been widely used for social media, recommendation systems, knowledge graphs, security, capital flows, AI, etc.
diff --git a/topics/nebula-graph/nebula-graph.png b/topics/nebula-graph/nebula-graph.png
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index 000000000000..f5ab9454ec04
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diff --git a/topics/neo4j/neo4j.png b/topics/neo4j/neo4j.png
index 575a030b50c7..c6fe89179102 100644
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diff --git a/topics/netflix/index.md b/topics/netflix/index.md
new file mode 100644
index 000000000000..51116e26513b
--- /dev/null
+++ b/topics/netflix/index.md
@@ -0,0 +1,11 @@
+---
+aliases: none
+topic: netflix
+github_url: https://github.com/Netflix
+display_name: Netflix
+logo: netflix.png
+short_description: Netflix is a Streaming service with TV shows, movies, and documentaries.
+url: https://netflix.com
+wikipedia_url: https://en.wikipedia.org/wiki/Netflix
+---
+Netflix is an American streaming service that offers a wide variety of TV shows, movies, documentaries, and more. It was founded in 1997 as a DVD-by-mail service, but in 2007 it started offering streaming video-on-demand content. Today, Netflix is available in over 190 countries and has over 200 million subscribers worldwide. It produces its own original content, such as Stranger Things, The Crown, and Narcos, and also licenses content from other studios and networks. Users can watch Netflix on a variety of devices, including smart TVs, smartphones, tablets, and gaming consoles.
diff --git a/topics/netflix/netflix.png b/topics/netflix/netflix.png
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index 000000000000..b52f075f2844
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diff --git a/topics/netty/index.md b/topics/netty/index.md
new file mode 100644
index 000000000000..b850487a6313
--- /dev/null
+++ b/topics/netty/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Trustin Lee
+display_name: Netty
+logo: netty.png
+related: mina, grizzly
+github_url: https://github.com/netty/netty
+short_description: Netty is an asynchronous event-driven network application framework.
+released: June 2004
+url: https://netty.io/
+topic: netty
+wikipedia_url: https://en.wikipedia.org/wiki/Netty_(software)
+---
+Netty is an NIO client server framework which enables quick and easy development of network applications such as protocol servers and clients. It greatly simplifies and streamlines network programming such as TCP and UDP socket server.
diff --git a/topics/netty/netty.png b/topics/netty/netty.png
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diff --git a/topics/network/index.md b/topics/network/index.md
new file mode 100644
index 000000000000..2b3ed3169010
--- /dev/null
+++ b/topics/network/index.md
@@ -0,0 +1,10 @@
+---
+aliases: networking, computer-networks
+created_by: The network engineering community
+display_name: Network
+related: cybersecurity, internet, telecommunications, data-communication
+short_description: Networks involve the connection of computers and devices to facilitate communication and data exchange.
+topic: network
+wikipedia_url: https://en.wikipedia.org/wiki/Computer_network
+---
+**Network** refers to a collection of computers, servers, mainframes, network devices, peripherals, or other devices connected to one another to allow the sharing of data. This topic covers the fundamentals of networking, including network architecture, protocols, and technologies, as well as advanced topics like network security, virtualization, and cloud computing. Discussions include how networks are designed, maintained, and secured, and the impact of emerging technologies on networking.
diff --git a/topics/nextcloud/index.md b/topics/nextcloud/index.md
index a600416c58ee..3242709bcb82 100644
--- a/topics/nextcloud/index.md
+++ b/topics/nextcloud/index.md
@@ -6,4 +6,4 @@ github_url: https://github.com/nextcloud
 url: https://nextcloud.com
 wikipedia_url: https://en.wikipedia.org/wiki/Nextcloud
 ---
-Nextcloud is a server-side PHP application along with an ecosystem of client and server apps allowing users to synchronize, and share and collaborate on files, and contacts, and calendars and other dataand can be installed on a private server. The code is free and open source, developed by the Nextcloud GmbH and the Nextcloud community.
+Nextcloud is a server-side PHP application along with an ecosystem of client and server apps allowing users to synchronize, and share and collaborate on files, and contacts, and calendars and other data and can be installed on a private server. The code is free and open source, developed by the Nextcloud GmbH and the Nextcloud community.
diff --git a/topics/nextjs/nextjs.png b/topics/nextjs/nextjs.png
index 03e56eddf583..7cd92eeaea57 100644
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diff --git a/topics/nextra/index.md b/topics/nextra/index.md
new file mode 100644
index 000000000000..8c95db7e61b9
--- /dev/null
+++ b/topics/nextra/index.md
@@ -0,0 +1,12 @@
+---
+display_name: Nextra
+short_description: Nextra is a simple, powerful and flexible site generation framework built with next.js.
+topic: nextra
+github_url: https://github.com/shuding/nextra
+url: https://nextra.site/
+related: nextjs, mdx, markdown
+logo: nextra.png
+---
+
+Nextra is a nextjs-based static site generation framework using markdown and MDX. 
+Nextra framework is specially built to create markdown-based documentation and portfolio blogs without coding using MDX and markdown.
\ No newline at end of file
diff --git a/topics/nextra/nextra.png b/topics/nextra/nextra.png
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diff --git a/topics/nexus-mods/index.md b/topics/nexus-mods/index.md
new file mode 100644
index 000000000000..973c74fb3175
--- /dev/null
+++ b/topics/nexus-mods/index.md
@@ -0,0 +1,13 @@
+---
+aliases: nexusmods
+created_by: Black Tree Gaming Limited
+display_name: 'Nexus Mods'
+github_url: https://github.com/Nexus-Mods
+logo: nexus-mods.png
+related: modding
+short_description: 'Nexus Mods is a site which allows users to upload and download game mods.'
+topic: nexus-mods
+url: https://www.nexusmods.com
+wikipedia_url: https://en.wikipedia.org/wiki/Nexus_Mods
+---
+Nexus Mods is a site which allows users to upload and download "mods" (modifications) for computer games. It acts as a source for the distribution of original content. It is one of the largest gaming modification websites on the web.
diff --git a/topics/nexus-mods/nexus-mods.png b/topics/nexus-mods/nexus-mods.png
new file mode 100644
index 000000000000..3da664f94f33
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diff --git a/topics/no-code/index.md b/topics/no-code/index.md
new file mode 100644
index 000000000000..4efc169ba5ae
--- /dev/null
+++ b/topics/no-code/index.md
@@ -0,0 +1,9 @@
+---
+aliases: nocode
+display_name: No-code
+short_description: A category of tools that enable both technical and non-technical users to create software without using code.
+topic: no-code
+related: low-code
+wikipedia_url: https://en.wikipedia.org/wiki/No-code_development_platform
+---
+No-code development platforms allow programmers and non-programmers to create application software through graphical user interfaces and configuration instead of traditional computer programming.
diff --git a/topics/noaa-nsap/index.md b/topics/noaa-nsap/index.md
new file mode 100644
index 000000000000..ada1fc64a66d
--- /dev/null
+++ b/topics/noaa-nsap/index.md
@@ -0,0 +1,7 @@
+---
+display_name: NOAA National Stock Assessment Program
+short_description: NOAA Fisheries' NSAP provides leadership, guidance, and scientific support to the national stock assessment enterprise.
+topic: noaa-nsap
+url: https://www.fisheries.noaa.gov/topic/population-assessments/fish-stocks
+---
+The National Stock Assessment Program (NSAP) provides leadership, advocacy, and support for NOAA Fisheries' national stock assessment enterprise, while developing innovative science and tools for management and transitioning this science and tools to operations by fostering communication and communities of practice.  Through coordination at the national level, NSAP facilitates strategic alignment of stock assessment science activities between regions to improve interregional collaboration, streamline efforts, and work towards national solutions. These approaches ultimately drive improvements in innovation and reduce costs. Additional core activities for NSAP include strategic planning; administration of the EASA budget line to invest in regional stock assessments; national coordination, tracking, and reporting on stock assessment activities and initiatives; and research and  development of national quantitative computing tools.
diff --git a/topics/nodejs/index.md b/topics/nodejs/index.md
index e93cb03500e3..2243fca72f04 100644
--- a/topics/nodejs/index.md
+++ b/topics/nodejs/index.md
@@ -9,6 +9,7 @@ short_description: Node.js is a tool for executing JavaScript in a variety of en
 topic: nodejs
 url: https://nodejs.org/en/
 wikipedia_url: https://en.wikipedia.org/wiki/Node.js
+related: javascript, express, mean, meteor, next, v8, event-driven-architecture, event-loop, npm, deno
 ---
 
-Node.js is a tool for executing JavaScript in a variety of environments. JavaScript had humble beginnings as a language that lived only in web browsers, but the Node.js project has expanded its reach and helped make it the most  popular programming language in the world. Node.js extends the creative potential of people with web development experience, enabling a new generation  of developers to create servers, command-line tools, desktop apps, and even robots.
+**Node.js** is a tool for executing JavaScript in a variety of environments. JavaScript had humble beginnings as a language that lived only in web browsers, but the Node.js project has expanded its reach and helped make it the most  popular programming language in the world. Node.js extends the creative potential of people with web development experience, enabling a new generation  of developers to create servers, command-line tools, desktop apps, and even robots.
diff --git a/topics/nosql/index.md b/topics/nosql/index.md
index b5fcf8f060df..463beb6ca561 100644
--- a/topics/nosql/index.md
+++ b/topics/nosql/index.md
@@ -1,9 +1,10 @@
 ---
-aliases: nosql-databases, nosql-database
+aliases: nosql-databases, nosql-database, no-sql
 display_name: NoSQL
 short_description: A NoSQL database refers to a database whose storage format is modeled
   differently from relational databases.
 topic: nosql
 wikipedia_url: https://en.wikipedia.org/wiki/NoSQL
+related: database, relational-database, sql
 ---
 A NoSQL database refers to a database whose storage format is modeled differently from relational databases. Often NoSQL databases opt for simpler horizontal scaling to clusters of servers. NoSQL databases are often used for large data web applications.
diff --git a/topics/nostr/index.md b/topics/nostr/index.md
new file mode 100644
index 000000000000..7f50a84cbc5e
--- /dev/null
+++ b/topics/nostr/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Nostr
+logo: nostr.png
+short_description: Nostr is a decentralized network protocol for a distributed social networking system.
+topic: nostr
+wikipedia_url: https://en.wikipedia.org/wiki/Nostr
+related: decentralized, protocol, social-network
+---
+Nostr is a decentralized network protocol for a distributed social networking system. The name is an acronym for "Notes and Other Stuff Transmitted by Relay". Posts are resistant to censorship and are cryptographically validated.
diff --git a/topics/nostr/nostr.png b/topics/nostr/nostr.png
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diff --git a/topics/notion/index.md b/topics/notion/index.md
new file mode 100644
index 000000000000..7ac594df3035
--- /dev/null
+++ b/topics/notion/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Notion Labs Inc.
+display_name: Notion
+github_url: https://github.com/NotionHQ
+logo: notion.png
+released: March 2016
+short_description: Notion is an all-in-one workspace for notes, tasks, databases, and collaboration.
+topic: notion
+url: https://www.notion.so/
+wikipedia_url: https://en.wikipedia.org/wiki/Notion_(productivity_software)
+related: productivity, note-taking, project-management, collaboration
+---
+**Notion** is a versatile productivity tool developed by Notion Labs Inc. It provides an all-in-one workspace for taking notes, managing tasks, creating databases, and facilitating team collaboration. Notion's flexible interface allows users to customize their workspace to fit their personal or team's workflow, making it a popular choice for individuals and organizations seeking to enhance productivity and organization.
diff --git a/topics/notion/notion.png b/topics/notion/notion.png
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index 000000000000..62d08268cfc8
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diff --git a/topics/nunjucks/index.md b/topics/nunjucks/index.md
index 83538bd99384..bed883ff3c17 100644
--- a/topics/nunjucks/index.md
+++ b/topics/nunjucks/index.md
@@ -4,11 +4,11 @@ display_name: Nunjucks
 topic: nunjucks
 github_url: https://github.com/mozilla/nunjucks
 logo: nunjucks.jpg
-related: jinja2, liquid
+related: jinja2, liquid, javascript, templating, handlebars, mustache-js, ejs-templates, pug
 released: September 2012
 short_description: Templating language for JavaScript.
 url: https://mozilla.github.io/nunjucks/
 ---
-Nunjucks is a templating language that is compiled using JavaScript.
-Although language agnostic it is typically used to create HTML files.
+**Nunjucks** is a templating language that is compiled using JavaScript.
+Although language-agnostic it is typically used to create HTML files.
 It allows for source code to be simplified using macros or blocks, avoiding repetition, and supports inheritance.
diff --git a/topics/oai-pmh/index.md b/topics/oai-pmh/index.md
new file mode 100644
index 000000000000..a1a18bf66174
--- /dev/null
+++ b/topics/oai-pmh/index.md
@@ -0,0 +1,13 @@
+---
+aliases: oai
+created_by: Open Archives Initiative
+display_name: OAI-PMH
+released: 2001
+short_description: OAI-PMH is an XML-based HTTP-API for harvesting metadata of records in digital libraries and archives.
+topic: oai-pmh
+related: api, web, xml, rss, atom
+url: http://www.openarchives.org/OAI/openarchivesprotocol.html
+wikipedia_url: https://en.wikipedia.org/wiki/OAI-PMH
+---
+
+The OAI Protocol for Metadata Harvesting (OAI-PMH) is an API using XML over HTTP to retrieve metadata about archived digital publications. It allows to get record updates in Dublin Core and other metadata formats. In contrast to RSS and ATOM Feeds, updates can also be selected by date.
diff --git a/topics/oauth2/index.md b/topics/oauth2/index.md
new file mode 100644
index 000000000000..761fa6a7657c
--- /dev/null
+++ b/topics/oauth2/index.md
@@ -0,0 +1,21 @@
+---
+aliases: rfc-6749, rfc6749
+topic: oauth2
+display_name: OAuth 2.0
+short_description: OAuth 2.0 is the industry-standard protocol for authorization.
+created_by: IETF OAuth Working Group
+released: October 2012
+related: oauth, authentication, openid, oidc, saml, raml, xacml, indieauth, access-token, refresh-token
+url: https://oauth.net/2/
+wikipedia_url: https://en.wikipedia.org/wiki/OAuth#OAuth_2.0
+logo: oauth2.png
+---
+**OAuth 2.0** (short for "**Open Authorization**") is the industry-standard protocol for authorization. Generally, the OAuth protocol provides a way for resource owners to provide a client [application] with secure delegated access to server resources.
+
+# Types
+OAuth framework specifies several grant types for different use cases. Some of the most common OAuth grant types are:
+* Authorization Code
+* PKCE
+* Client Credentials
+* Device Code
+* Refresh Token
diff --git a/topics/oauth2/oauth2.png b/topics/oauth2/oauth2.png
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index 000000000000..6c2b223e04ae
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diff --git a/topics/oculus/index.md b/topics/oculus/index.md
new file mode 100644
index 000000000000..7e2e8b6e769a
--- /dev/null
+++ b/topics/oculus/index.md
@@ -0,0 +1,8 @@
+---
+display_name: oculus
+short_description: Oculus is a VR headset, and relates to creating games for the platform.
+topic: oculus
+logo: oculus.png
+wikipedia_url: https://en.wikipedia.org/wiki/Reality_Labs
+---
+Oculus is a VR (virtual reality) headset, and relates to creating games for the VR platform/headset.
diff --git a/topics/oculus/oculus.png b/topics/oculus/oculus.png
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diff --git a/topics/oidc/index.md b/topics/oidc/index.md
new file mode 100644
index 000000000000..73e387374946
--- /dev/null
+++ b/topics/oidc/index.md
@@ -0,0 +1,12 @@
+---
+display_name: OpenID connect (OIDC)
+short_description: OIDC is an authentication protocol that is often used as an SSO method.
+topic: oidc
+created_by: OpenID Foundation, Google, Microsoft
+released: February 26, 2014
+related: saml, sso, oauth, oauth2, jwt, pkce, 2fa, mfa, totp, webauthn
+aliases: openid-connect
+url: https://openid.net/developers/how-connect-works/
+wikipedia_url: https://en.wikipedia.org/wiki/OpenID#OpenID_Connect_(OIDC)
+---
+**OpenID connect** (**OIDC**) is an authentication layer on top of the [OAuth 2.0 authorization framework](https://github.com/topics/oauth2). Beside [SAML](https://github.com/topics/) it's widely known for being used as a [single sign-on](https://github.com/topics/sso) method. It uses [REST](https://github.com/topics/rest-api) and [JSON](https://github.com/topics/json) for communication with the identity provider.
diff --git a/topics/oop/index.md b/topics/oop/index.md
new file mode 100644
index 000000000000..4ce478f6850e
--- /dev/null
+++ b/topics/oop/index.md
@@ -0,0 +1,16 @@
+---
+aliases: object-oriented-programming, object-oriented-design
+created_by: MIT, Alan Kay
+display_name: Object-oriented programming (OOP)
+released: 1960
+short_description: Object-oriented programming is a programming paradigm based on the concept of objects fundamental to many programming languages.
+topic: oop
+wikipedia_url: https://en.wikipedia.org/wiki/Object-oriented_programming
+related: procedural-programming, open-closed-principle, inheritance, polymorphism, orm, functional-programming, event-driven-programming
+---
+**Object-oriented programming** (**OOP**) is a programming paradigm based on the concept of objects fundamental to many programming languages, including [Java](https://github.com/topics/java) and [C++](https://github.com/topics/cpp). OOP can be devided in two sub types: class-based (or "classical") and prototype-based OOP (found in [JavaScript](https://github.com/topics/javascript), for example).
+
+Object-oriented programming has several advantages over procedural programming:
+* OOP provides a clear structure for the programs
+* OOP helps to keep the code DRY "Don't Repeat Yourself", and makes the code easier to maintain, modify and debug
+* Logic can be abstracted, encapsulated, composed, inherited and decoupled
diff --git a/topics/open-graph/index.md b/topics/open-graph/index.md
new file mode 100644
index 000000000000..a4a517532436
--- /dev/null
+++ b/topics/open-graph/index.md
@@ -0,0 +1,18 @@
+---
+aliases: opengraph, open-graph-tags, opengraph-tags, open-graph-protocol
+related: meta-tags, twitter-cards, dublin-core, semantic-web
+created_by: Facebook
+display_name: Open Graph protocol
+released: 2010
+short_description: Open Graph is a protocol, originally developed by facebook, inspired by Dublin Core, link-rel canonical, Microformats, and RDFa. 
+topic: open-graph
+logo: open-graph.png
+wikipedia_url: https://en.wikipedia.org/wiki/Facebook_Platform#Open_Graph_protocol
+url: https://ogp.me/
+---
+The **Open Graph protocol** enables any web page to become a rich object in a social graph. For instance, this is used on Facebook to allow any web page to have the same functionality as any other object on Facebook.
+
+For example:
+```html
+<meta property="og:title" content="Example title of article">
+```
diff --git a/topics/open-graph/open-graph.png b/topics/open-graph/open-graph.png
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diff --git a/topics/open-props/index.md b/topics/open-props/index.md
new file mode 100644
index 000000000000..f8c06bf26c9c
--- /dev/null
+++ b/topics/open-props/index.md
@@ -0,0 +1,17 @@
+---
+aliases: openprops
+created_by: Adam Argyle
+display_name: Open Props
+github_url: https://github.com/argyleink/open-props
+logo: open-props.png
+released: November 30, 2021
+short_description: CSS custom properties to help accelerate adaptive and consistent design.
+topic: open-props
+url: https://open-props.style/
+related: tailwind, css-framework, css-layout, css-reset, responsive-design, media-queries
+---
+**Open Props** is a comprehensive design system of custom variables created by Adam Argyle that offers expertly crafted web design tokens for animations, borders, colors, shadows, and many more design elements that easily works in any project helping in the creation of beautiful and consistent UI.
+
+It is compatible with tailwind and any frontend framework, is customizable, with predictable name conventions and provides a great and harmonious developer experience. Quite easy to integrate and incrementally adoptable, very much worth to check it out for quick prototyping and full fledge projects.
+
+Also features options to import it from CDN, NPM or CLI, works with CSS-In-JS, CSS modules, PostCSS-JIT-Props, can be loaded from JS, has a very thoughtful normalize script with options to light/dark theming, has VScode and Sublime autocomplete...
diff --git a/topics/open-props/open-props.png b/topics/open-props/open-props.png
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diff --git a/topics/openacc/index.md b/topics/openacc/index.md
new file mode 100644
index 000000000000..6eefec7c0e23
--- /dev/null
+++ b/topics/openacc/index.md
@@ -0,0 +1,15 @@
+---
+aliases: 
+display_name: OpenACC
+short_description: OpenACC is a directives-based parallel programming model for C, C++, and Fortran.
+topic: openacc
+wikipedia_url: https://en.wikipedia.org/wiki/OpenACC
+released: November 2011
+url: https://www.openacc.org/
+github_url: https://github.com/OpenACC/
+logo: openacc.png
+---
+OpenACC is a directive-based parallel programming model for C, C++, and Fortran.
+It is most often associated with directive-based programming for GPU computers,
+but has also been used for programming multi-core CPUs and FPGAs. OpenACC is
+developed and maintained by members of the OpenACC standard organization. 
diff --git a/topics/openacc/openacc.png b/topics/openacc/openacc.png
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diff --git a/topics/openal/index.md b/topics/openal/index.md
new file mode 100644
index 000000000000..6cf6477dc151
--- /dev/null
+++ b/topics/openal/index.md
@@ -0,0 +1,7 @@
+---
+display_name: OpenAL
+short_description: OpenAL is a cross-platform audio API.
+topic: openal
+wikipedia_url: https://en.wikipedia.org/wiki/OpenAL
+---
+OpenAL (Open Audio Library) is a cross-platform audio API designed for rendering of multichannel 3D positional audio. Its API style and conventions resemble those of OpenGL.
diff --git a/topics/openapi/index.md b/topics/openapi/index.md
new file mode 100644
index 000000000000..0dfdb508d5e9
--- /dev/null
+++ b/topics/openapi/index.md
@@ -0,0 +1,14 @@
+---
+topic: openapi
+aliases: open-api, swagger-spec, swagger-specification, openapi-spec, openapi-specification, open-api-specification, oas, openapi-description
+display_name: OpenAPI Specification
+short_description: The OpenAPI Specification is a specification for describing, producing, consuming, and visualizing web services.
+related: json-schema, raml, rest-api
+created_by: OpenAPI Initiative, Tony Tam, Darrel Miller, Mike Ralphson, Ron Ratovsky, Uri Sarid, Jason Harmon
+released: August 10, 2011
+url: https://www.openapis.org/
+wikipedia_url: https://en.wikipedia.org/wiki/OpenAPI_Specification
+github_url: https://github.com/OAI/OpenAPI-Specification
+---
+The **OpenAPI Specification** (**OAS**), previously known as the **Swagger Specification**, is a specification for a programming language-agnostic, machine-readable interface definition language for describing, producing, consuming, and visualizing web services. OpenAPI documents describe API services and are represented in YAML or JSON formats.
+
diff --git a/topics/opencomputers/index.md b/topics/opencomputers/index.md
new file mode 100644
index 000000000000..8e11c52fa678
--- /dev/null
+++ b/topics/opencomputers/index.md
@@ -0,0 +1,13 @@
+---
+created_by: '"MightyPirates": Sangar, adam, Stephan Henrichs, 
+lordjoda, payonel'
+display_name: OpenComputers
+github_url: https://github.com/MightyPirates/OpenComputers
+url: https://oc.cil.li/
+logo: opencomputers.png
+related: lua, minecraft, minecraft-mod
+topic: opencomputers
+released: December 14, 2013
+short_description: OpenComputers is a Minecraft mod that adds programmable computers and robots to the game.
+---
+OpenComputers is a [Minecraft](https://github.com/topics/minecraft) mod that adds programmable computers and robots to the game. The built-in computer implementation uses [Lua](https://github.com/topics/lua) 5.2 and is fully persistent. This means programs will continue running across reloads.
diff --git a/topics/opencomputers/opencomputers.png b/topics/opencomputers/opencomputers.png
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index 000000000000..04603bf11bab
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diff --git a/topics/openfeature/index.md b/topics/openfeature/index.md
new file mode 100644
index 000000000000..0f42dd757785
--- /dev/null
+++ b/topics/openfeature/index.md
@@ -0,0 +1,11 @@
+---
+aliases: open-feature
+display_name: OpenFeature
+github_url: https://github.com/open-feature
+logo: openfeature.png
+related: feature-flags, cloud-native, observability, cncf
+short_description: OpenFeature provides a standard API for feature flagging in cloud-native applications.
+topic: openfeature
+url: https://openfeature.dev/
+---
+OpenFeature is an open standard that defines a consistent, vendor-neutral API for feature flagging in cloud-native applications. It allows developers to manage feature flags across different platforms and languages, enabling consistent feature management and experimentation. OpenFeature supports various providers, making it flexible for different use cases and environments. By using OpenFeature, teams can easily implement feature flags to control the rollout of new features, conduct A/B testing, and improve the overall user experience.
diff --git a/topics/openfeature/openfeature.png b/topics/openfeature/openfeature.png
new file mode 100644
index 000000000000..054365ef7512
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diff --git a/topics/openui5/index.md b/topics/openui5/index.md
new file mode 100644
index 000000000000..a0c21f19d83c
--- /dev/null
+++ b/topics/openui5/index.md
@@ -0,0 +1,8 @@
+---
+aliases: sapui5
+display_name: OpenUI5
+short_description: OpenUI5 is a JavaScript application framework designed to build cross-platform, responsive, enterprise-ready applications.
+topic: openui5
+wikipedia_url: https://en.wikipedia.org/wiki/OpenUI5
+---
+OpenUI5 is a JavaScript application framework designed to build cross-platform, responsive, enterprise-ready applications. It is an open source project maintained by SAP SE available under the Apache 2.0 license and open to contributions.
diff --git a/topics/openutau/index.md b/topics/openutau/index.md
new file mode 100644
index 000000000000..ad5cee3758e4
--- /dev/null
+++ b/topics/openutau/index.md
@@ -0,0 +1,10 @@
+---
+created_by: stakira
+display_name: OpenUtau
+short_description: OpenUtau is an open source singing synthesis platform.
+topic: openutau
+logo: openutau.png
+url: http://www.openutau.com/
+github_url: https://github.com/stakira/openutau/
+---
+OpenUtau is an open source singing synthesis platform with modern user experience and native support for multiple voicebank ecosystems and various spoken languages. 
diff --git a/topics/openutau/openutau.png b/topics/openutau/openutau.png
new file mode 100644
index 000000000000..8d0eebc59179
Binary files /dev/null and b/topics/openutau/openutau.png differ
diff --git a/topics/orm/index.md b/topics/orm/index.md
new file mode 100644
index 000000000000..a1e596e38a4a
--- /dev/null
+++ b/topics/orm/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Object–relational mapping
+short_description: Object–relational mapping is a technique with which records from relational databases are mapped to objects.
+aliases: object-relational-mapping, object-relational-mapper
+topic: orm
+related: object-document-mapper, odm, data-mapper, active-record, database-abstraction, database-abstraction-layer, data-access-object, object-oriented, oop
+wikipedia_url: https://en.wikipedia.org/wiki/Object%E2%80%93relational_mapping
+---
+**Object–relational mapping** (ORM) is a technique with which records from relational databases are mapped to objects using an object-relational mapper in the programming language in which they are used.
diff --git a/topics/osint/index.md b/topics/osint/index.md
new file mode 100644
index 000000000000..7f991b9e1015
--- /dev/null
+++ b/topics/osint/index.md
@@ -0,0 +1,8 @@
+---
+display_name: OSINT
+short_description: Open-source intelligence is the collection and analysis of data gathered from open sources to produce actionable intelligence.
+topic: osint
+related: open-source
+wikipedia_url: https://en.wikipedia.org/wiki/Open-source_intelligence
+---
+OSINT is defined in the United States of America by Public Law 109-163 as cited by both the U.S. Director of National Intelligence and the U.S. Department of Defense (DoD), as intelligence "produced from publicly available information that is collected, exploited, and disseminated in a timely manner to an appropriate audience for the purpose of addressing a specific intelligence requirement." As defined by NATO, OSINT is intelligence "derived from publicly available information, as well as other unclassified information that has limited public distribution or access."
diff --git a/topics/parser/index.md b/topics/parser/index.md
new file mode 100644
index 000000000000..581714e06734
--- /dev/null
+++ b/topics/parser/index.md
@@ -0,0 +1,11 @@
+---
+topic: parser
+display_name: Parser
+short_description: turns its input (often text in form of a file) into a more advantageous representation to perform a specific task.
+---
+A parser turns its input (often text in form of a file) into a more advantageous representation (usually a certain data structure in memory) to perform a specific task.  
+  
+Common examples include:
+* parsers for markup languages (e.g. HTML/Markdown etc)
+* parsers for data-serialization formats (e.g. JSON/XML/YAML etc)
+* parsers used as part of/in conjunction with a compiler (in this case, the parser consumes the tokenized input emitted by the Lexer and ultimately feeds the resulting parse tree/concrete syntax tree into the compiler)
diff --git a/topics/passkeys/index.md b/topics/passkeys/index.md
new file mode 100644
index 000000000000..71dbce3783d2
--- /dev/null
+++ b/topics/passkeys/index.md
@@ -0,0 +1,17 @@
+---
+aliases: passkey
+display_name: Passkeys
+related: fido2, fido, webauthn, authentication, touchid, faceid, two-factor-authentication, public-key-infrastructure, ctap
+short_description: Passkeys are a form of passwordless authentication.
+topic: passkeys
+wikipedia_url: https://en.wikipedia.org/wiki/Passkey_(authentication) 
+---
+
+Passkeys are a form of passwordless user authentication for websites and apps, that is designed to provide a high level
+of security by leveraging public key infrastructure. Unlike passwords, no shared secret is exchanged between the user
+and a service. Instead, the public key is sent to the server, while the private key is stored in the user’s device.
+
+To verify the user’s identity, users can use biometric data, such as a fingerprints or facial recognition, instead of
+relying on a user-generated password. This makes it much more difficult for attackers to gain unauthorized access to an
+account, as passkeys are two-factor-authentication (2FA) by default. Concisely, they avoid a range of
+password-based attacks, including phishing, by providing an additional layer of security.  
\ No newline at end of file
diff --git a/topics/pdo/index.md b/topics/pdo/index.md
new file mode 100644
index 000000000000..18f96620198e
--- /dev/null
+++ b/topics/pdo/index.md
@@ -0,0 +1,8 @@
+---
+display_name: PHP Data Objects (PDO)
+short_description: PDO is a database driver extension for PHP.
+topic: pdo
+related: php, orm, sql, jdbc, odbc, dbal, odm, database
+url: https://www.php.net/manual/en/book.pdo.php
+---
+**PHP Data Objects** (**PDO**) is a database driver extension for [PHP](https://github.com/topics/php).
diff --git a/topics/pepeland/index.md b/topics/pepeland/index.md
new file mode 100644
index 000000000000..7a27175951e9
--- /dev/null
+++ b/topics/pepeland/index.md
@@ -0,0 +1,11 @@
+---
+aliases: ppl
+display_name: Pepeland
+logo: pepeland.png
+related: minecraft, minecraft-server
+github_url: https://github.com/pepelandnet
+short_description: Private Minecraft server.
+url: https://pepeland.net/
+topic: pepeland
+---
+**Pepeland** is a private Minecraft server where you can unleash your potential in building, survival and much more.
diff --git a/topics/pepeland/pepeland.png b/topics/pepeland/pepeland.png
new file mode 100644
index 000000000000..5b6797da5919
Binary files /dev/null and b/topics/pepeland/pepeland.png differ
diff --git a/topics/perceptual-hashing/index.md b/topics/perceptual-hashing/index.md
index 235aeaa21734..93f1b09f45ab 100644
--- a/topics/perceptual-hashing/index.md
+++ b/topics/perceptual-hashing/index.md
@@ -3,7 +3,7 @@ aliases: perceptual-hash
 display_name: Perceptual hashing
 short_description: Perceptual hashing is the use of an algorithm that attempts to produce a fingerprint of multimedia.
 topic: perceptual-hashing
-related: image-hashing, video-hashing, audio-hashing
+related: image-hashing, video-hashing
 wikipedia_url: https://en.wikipedia.org/wiki/Perceptual_hashing
 ---
 Perceptual hashing is the use of an algorithm that attempts to fingerprint multimedia for identification and comparison. Perceptual hashes of two similar multimedia should be similar.
diff --git a/topics/pewpew-live/index.md b/topics/pewpew-live/index.md
new file mode 100644
index 000000000000..527b0e7b63e9
--- /dev/null
+++ b/topics/pewpew-live/index.md
@@ -0,0 +1,15 @@
+---
+created_by: Jean-François Geyelin
+logo: pewpew-live.png
+topic: pewpew-live
+aliases: pewpew
+display_name: PewPew Live
+short_description: PewPew Live is a fast paced twin-joysticks shooter.
+related: lua
+url: https://pewpew.live/
+wikipedia_url: https://en.wikipedia.org/wiki/PewPew_(video_game)/
+released: 2009
+---
+**PewPew Live** is a fast paced twin-joysticks shooter with multiplayer, leaderboards and levels, created by community.
+
+This topic contains related repositories and projects with official API, levels, other tools and frameworks.
diff --git a/topics/pewpew-live/pewpew-live.png b/topics/pewpew-live/pewpew-live.png
new file mode 100644
index 000000000000..778cbd1763e9
Binary files /dev/null and b/topics/pewpew-live/pewpew-live.png differ
diff --git a/topics/pharo/index.md b/topics/pharo/index.md
index 7a99ce840875..cf3bc642ff36 100644
--- a/topics/pharo/index.md
+++ b/topics/pharo/index.md
@@ -10,7 +10,7 @@ topic: pharo
 url: https://pharo.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Pharo
 ---
-Pharo is an open source dynamic and reflective language inspired from the programming language 
-and integrated development environment (IDE) Smalltalk. 
+Pharo is an open source dynamic and reflective language inspired from the Smalltalk programming language 
+and integrated development environment (IDE). 
 Pharo offers strong live programming features such as immediate object manipulation, 
 live update and hot recompiling. The live programming environment is at the heart of the system.
diff --git a/topics/phaser/index.md b/topics/phaser/index.md
index 158e283ef041..76761aec4d37 100644
--- a/topics/phaser/index.md
+++ b/topics/phaser/index.md
@@ -2,7 +2,7 @@
 aliases: phaserjs
 created_by: Richard Davey
 display_name: Phaser
-github_url: https://github.com/photonstorm/phaser
+github_url: https://github.com/phaserjs/phaser
 logo: phaser.png
 short_description: Phaser is a fun, free, and fast 2D game framework for making HTML5 games for desktop and mobile web browsers.
 topic: phaser
diff --git a/topics/php/index.md b/topics/php/index.md
index 970815981eec..801092c47a88 100644
--- a/topics/php/index.md
+++ b/topics/php/index.md
@@ -1,15 +1,15 @@
 ---
-aliases: php7, php5, php71
-created_by: Rasmus Lerdorf
+aliases: php1, php-1, php2, php4, php5, php-5, php52, php-52, php53, php-53, php54, php-54, php55, php56, php-56, php6, php-6, php7, php-7, php71, php-71, php72, php-72, php73, php74, php-74, php8, php-8, php81, php-81, php82, php-82, php83, php-83, php84
+created_by: Rasmus Lerdorf, The PHP Development Team, Zend Technologies, PHP Foundation
 display_name: PHP
 github_url: https://github.com/php
 logo: php.png
-related: language
+related: zend-engine, hhvm, hacklang, php-fpm, php-cgi, httpd, pdo, pecl, lamp, phpunit
 released: June 8, 1995
 short_description: PHP is a popular general-purpose scripting language that works particularly well for server-side
   web development.
 topic: php
-url: https://secure.php.net/
+url: https://www.php.net/
 wikipedia_url: https://en.wikipedia.org/wiki/PHP
 ---
-PHP is a popular general-purpose scripting language that's particularly suited for server-side web development. PHP runtime is generally executed by webpage content, and can be added to HTML and HTML5 webpages. PHP was originally developed in 1994 by Rasmus Lerdorf.
+**PHP** (**PHP: Hypertext Preprocessor**, formerly "**Personal Home Page**") is a popular general-purpose scripting language that's particularly suited for server-side web development. PHP runtime is generally executed by webpage content, and can be added to HTML and HTML5 webpages. PHP was originally developed in 1994 by Rasmus Lerdorf.
diff --git a/topics/phpunit/index.md b/topics/phpunit/index.md
index 85f0d52a5435..843e1b217ac8 100644
--- a/topics/phpunit/index.md
+++ b/topics/phpunit/index.md
@@ -1,5 +1,5 @@
 ---
-related: php
+related: php, xunit, junit, xdebug, phpdbg, unit-testing, pcov, testdox, cobertura, code-coverage
 created_by: Sebastian Bergmann
 display_name: PHPUnit
 github_url: https://github.com/sebastianbergmann/phpunit
@@ -9,4 +9,4 @@ topic: phpunit
 url: https://phpunit.de/
 wikipedia_url: https://en.wikipedia.org/wiki/PHPUnit
 ---
-PHPUnit is a unit testing framework for the PHP programming language. It is an instance of the xUnit architecture for unit testing frameworks.
\ No newline at end of file
+**PHPUnit** is a unit testing framework for the PHP programming language. It is an instance of the xUnit architecture for unit testing frameworks.
diff --git a/topics/physics/index.md b/topics/physics/index.md
new file mode 100644
index 000000000000..2e9370712f24
--- /dev/null
+++ b/topics/physics/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Physics
+short_description: A natural science concerned with the properties of matter and energy.
+topic: physics
+wikipedia_url: https://en.wikipedia.org/wiki/Physics
+---
+
+Physics is one of the most fundamental scientific disciplines, with its main goal being to understand how the universe behaves.
diff --git a/topics/pim/index.md b/topics/pim/index.md
index f0478ce99489..39c674b172a4 100644
--- a/topics/pim/index.md
+++ b/topics/pim/index.md
@@ -1,9 +1,9 @@
 ---
 topic: pim
-related: 
+related:
 display_name: PIM
 short_description: Personal Information Management OR Product Information Management.
-url: 
+url:
 wikipedia_url: https://en.wikipedia.org/wiki/PIM
 ---
-The abbrevation PIM may refer to Personal Information Management OR Product Information Management (among others).
+The abbreviation PIM may refer to Personal Information Management OR Product Information Management (among others).
diff --git a/topics/pip/index.md b/topics/pip/index.md
index bcbf2de341b0..146c57de90a5 100644
--- a/topics/pip/index.md
+++ b/topics/pip/index.md
@@ -1,10 +1,10 @@
 ---
-aliases: pypi,pip-package,pypi-package
+aliases: pypi, pip-package, pypi-package
 created_by: Ian Bicking, Jannis Leidel
 display_name: pip
 github_url: https://github.com/pypa/pip
 logo: pip.png
-related: python,package-manager
+related: python, package-manager
 released: April 4, 2011
 short_description: The Python package installer.
 topic: pip
diff --git a/topics/plaintext-accounting/index.md b/topics/plaintext-accounting/index.md
new file mode 100644
index 000000000000..ed08c41f0ca9
--- /dev/null
+++ b/topics/plaintext-accounting/index.md
@@ -0,0 +1,25 @@
+---
+aliases: plaintextaccounting, plain-text-accounting
+display_name: Plain Text Accounting
+short_description: Bookkeeping and accounting done with plain text files and scriptable, command-line-friendly software.
+topic: plaintext-accounting
+url: https://plaintextaccounting.org
+github_url: https://github.com/plaintextaccounting
+---
+
+***Plain text accounting*** is a way of doing bookkeeping and accounting with plain text files
+and scriptable, command-line-friendly software, such as
+[Ledger](https://ledger-cli.org/), [hledger](https://hledger.org/), or
+[Beancount](https://beancount.github.io/).
+Benefits include version control, scriptability, data portability and privacy.
+See https://plaintextaccounting.org and https://wiki.plaintextaccounting.org for more details.
+
+If you have a PTA-ish project on Github, consider adding the `plaintext-accounting` (*) topic in your repo settings.
+
+Some related topics:
+[`ledger-cli`](https://github.com/topics/ledger-cli),
+[`hledger`](https://github.com/topics/hledger),
+[`beancount`](https://github.com/topics/beancount).
+
+----
+(*) The de facto spelling on Github. Try to get repos to switch to the idiomatic `#plaintextaccounting` if you wish!
diff --git a/topics/platformio/index.md b/topics/platformio/index.md
new file mode 100644
index 000000000000..33155539cd17
--- /dev/null
+++ b/topics/platformio/index.md
@@ -0,0 +1,13 @@
+---
+topic: platformio
+aliases: pio
+created_by: Ivan Kravets
+display_name: PlatformIO
+github_url: https://github.com/platformio
+logo: platformio.png
+related: embedded, microcontroller, build-system, package-manager, libraries, ide, avr, arm, risc-v, rtos
+released: June 13, 2014
+short_description: Your Gateway to Embedded Software Development Excellence.
+url: https://platformio.org/
+---
+**PlatformIO** is an open source, cross-platform development ecosystem for embedded systems, IoT (Internet of Things) devices, and microcontrollers. It provides a unified and integrated development platform that simplifies and streamlines the process of developing software for a wide range of embedded hardware and platforms.
diff --git a/topics/platformio/platformio.png b/topics/platformio/platformio.png
new file mode 100644
index 000000000000..3490ed256761
Binary files /dev/null and b/topics/platformio/platformio.png differ
diff --git a/topics/playdate-sdk/index.md b/topics/playdate-sdk/index.md
new file mode 100644
index 000000000000..bc1126397896
--- /dev/null
+++ b/topics/playdate-sdk/index.md
@@ -0,0 +1,19 @@
+---
+topic: playdate-sdk
+aliases: panic-playdate-sdk
+related: sdk, game-development
+created_by: Panic
+display_name: Panic Playdate SDK
+short_description: Playdate SDK by Panic for Lua and C programming languages.
+released: February 28, 2022
+logo: playdate-sdk.png
+url: https://play.date/dev/#cardSDK
+wikipedia_url: https://en.wikipedia.org/wiki/Playdate_(console)#Developers
+---
+Freely available Software Development Kit for Playdate handheld video game console by Panic.
+Contains API for Lua and C programming languages, documentation, examples and simulator.
+
+SDK documentation:
+- [general & Lua](https://sdk.play.date/)
+- [specifically for C](https://sdk.play.date/Inside%20Playdate%20with%20C.html).
+- [changelog](https://sdk.play.date/changelog/)
diff --git a/topics/playdate-sdk/playdate-sdk.png b/topics/playdate-sdk/playdate-sdk.png
new file mode 100644
index 000000000000..bf8ee76d31fd
Binary files /dev/null and b/topics/playdate-sdk/playdate-sdk.png differ
diff --git a/topics/playdate/index.md b/topics/playdate/index.md
new file mode 100644
index 000000000000..b6b57a367ad7
--- /dev/null
+++ b/topics/playdate/index.md
@@ -0,0 +1,16 @@
+---
+topic: playdate
+aliases: panic-playdate, playdate-console
+related: game-development
+created_by: Panic
+display_name: Panic Playdate
+short_description: Playdate by Panic is a handheld video game console, with free SDK and sideloading.
+released: 2022
+logo: playdate.png
+url: https://play.date/
+wikipedia_url: https://en.wikipedia.org/wiki/Playdate_(console)
+---
+Playdate is a handheld video game console developed by Panic.
+The device features a mechanical crank and a 1bit black-and-white screen that operating like e-paper but can produce up to 60 FPS.
+Official SDK is openly available, supports C, C++ and Lua languages and includes simulator.
+Games are created using SDK can be freely sideloaded to the device.
diff --git a/topics/playdate/playdate.png b/topics/playdate/playdate.png
new file mode 100644
index 000000000000..14fcb97d54f6
Binary files /dev/null and b/topics/playdate/playdate.png differ
diff --git a/topics/point-and-click/index.md b/topics/point-and-click/index.md
index 6c5a75a09f78..4319ac784e03 100644
--- a/topics/point-and-click/index.md
+++ b/topics/point-and-click/index.md
@@ -2,7 +2,7 @@
 display_name: point-and-click
 topic: point-and-click
 aliases: point-n-click
-related: scumm, 
+related: scumm 
 short_description: A genre of video game.
 ---
-Games where player typically controls their character through a point-and-click interface using a computer mouse.
\ No newline at end of file
+Games where player typically controls their character through a point-and-click interface using a computer mouse.
diff --git a/topics/portainer/index.md b/topics/portainer/index.md
new file mode 100644
index 000000000000..035161c725e1
--- /dev/null
+++ b/topics/portainer/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Portainer
+topic: portainer
+created_by: Portainer
+github_url: https://github.com/portainer/portainer
+logo: portainer.png
+released: June 2, 2016
+short_description: Making Docker and Kubernetes management easy.
+url: https://portainer.io/
+---
+**Portainer** is a lightweight service delivery platform for containerized applications that can be used to manage Docker, Swarm, Kubernetes and ACI environments. It is designed to be as simple to deploy as it is to use. The application allows you to manage all your orchestrator resources (containers, images, volumes, networks and more) through a ‘smart’ GUI and/or an extensive API.
\ No newline at end of file
diff --git a/topics/portainer/portainer.png b/topics/portainer/portainer.png
new file mode 100644
index 000000000000..3bfb7c2e8fb9
Binary files /dev/null and b/topics/portainer/portainer.png differ
diff --git a/topics/portapps/index.md b/topics/portapps/index.md
index fa7f80d126f6..51920173e355 100644
--- a/topics/portapps/index.md
+++ b/topics/portapps/index.md
@@ -4,7 +4,7 @@ topic: portapps
 created_by: CrazyMax
 github_url: https://github.com/portapps/portapps
 logo: portapps.png
-related: portable,windows
+related: portable, windows
 released: September 22, 2019
 short_description: Collection of portable apps for Windows.
 url: https://portapps.io/
diff --git a/topics/portugol/index.md b/topics/portugol/index.md
new file mode 100644
index 000000000000..f432d76c6790
--- /dev/null
+++ b/topics/portugol/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Antonio Carlos Nicolodi and António Manso
+display_name: Portugol
+related: pseudocode
+released: 1983
+short_description: Also known as Structured Portuguese, is a pseudocode written in portuguese.
+topic: portugol
+wikipedia_url: https://pt.wikipedia.org/wiki/Portugol
+---
+Portugol is a pseudolanguage that allows readers to developing structured algorithms in portuguese in a relatively more simple and intuitive way, independently from true programming languages.
diff --git a/topics/post-quantum-cryptography/index.md b/topics/post-quantum-cryptography/index.md
new file mode 100644
index 000000000000..f7e258ea0c90
--- /dev/null
+++ b/topics/post-quantum-cryptography/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Post-quantum cryptography
+topic: post-quantum-cryptography
+aliases: pqc, pqcrypto, postquantum, post-quantum, quantum-safe-cryptography
+related: cryptography, lattice-based-crypto, hash-based-signatures, kyber, falcon, dilithium
+short_description: Cryptography resistant to quantum computers.
+wikipedia_url: https://en.wikipedia.org/wiki/Post-quantum_cryptography
+---
+Cryptographic algorithms secure against potential future quantum computers.
diff --git a/topics/postcss/index.md b/topics/postcss/index.md
new file mode 100644
index 000000000000..4fbfdce7c703
--- /dev/null
+++ b/topics/postcss/index.md
@@ -0,0 +1,29 @@
+---
+topic: postcss
+display_name: PostCSS
+short_description: PostCSS is a tool for transforming CSS with JavaScript. It can be used to develop a template language such as Sass and LESS.
+wikipedia_url: https://en.wikipedia.org/wiki/PostCSS
+url: https://postcss.org/
+github_url: https://github.com/postcss
+created_by: Andrey Sitnik, Ben Briggs, Bogdan Chadkin
+released: November 4, 2013
+related: sass, less, ast
+---
+**PostCSS** is a tool for transforming CSS with JavaScript. It can be used to develop a template language such as Sass and LESS. The PostCSS core consists of:
+* CSS parser that generates an [abstract syntax tree](/topics/abstract-syntax-tree)
+* Set of classes that comprises the tree
+* CSS generator that generates a CSS line for the object tree
+* Code map generator for the CSS changes made#
+
+There are official tools making it possible to use PostCSS with build systems such as [Webpack](/topics/webpack), [Gulp](/topics/gulp), and [Grunt](/topics/grunt). There is also a console interface available. [Browserify](/topics/browserify) or Webpack can be used to open PostCSS in a browser.
+
+The complete plugin list can be found on postcss.parts, with some examples listed below.
+* [Autoprefixer](/topics/autoprefixer) to add and clear [browser prefixes](/topics/vendor-prefix).
+* [CSS Modules](/topics/css-modules) to get [CSS selectors](/topics/css-selectors) isolated and code organized. It is supplied as part of Webpack.
+* [stylelint](/topics/stylelint) to analyze CSS code for mistakes and check style consistency.
+* stylefmt fixes the CSS code according to the stylelint settings.
+* PreCSS to perform some Sass/Less preprocessing functions.
+* postcss-preset-env to emulate features from unfinished CSS specification drafts.
+* [cssnano](/topics/cssnano) to make CSS smaller in size by getting rid of the spaces and rewriting the code.
+* [RTLCSS](/RTLCSS) to change CSS code so that the design should be suitable for right-to-left writing (such is applied in Arabic and Hebrew).
+* postcss-assets, postcss-inline-svg and postcss-sprites to work with graphics.
diff --git a/topics/postgresql/index.md b/topics/postgresql/index.md
index ff4f575e54a1..58a817e559b9 100644
--- a/topics/postgresql/index.md
+++ b/topics/postgresql/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: postgres
+aliases: postgres, psql, pgsql, plpgsql
 created_by: Michael Stonebraker
 display_name: PostgreSQL
 github_url: https://github.com/postgres/postgres
@@ -9,5 +9,6 @@ short_description: PostgreSQL is an open source database system.
 topic: postgresql
 url: https://www.postgresql.org/
 wikipedia_url: https://en.wikipedia.org/wiki/PostgreSQL
+related: mvcc, postgrest, dbms, database, sqlite, sql, mysql, mssql
 ---
-PostgreSQL is a database management system that is object-relational. PostgreSQL originated from the Ingres project at the University of California, Berkeley.
+**PostgreSQL** is a database management system that is object-relational. PostgreSQL originated from the Ingres project at the University of California, Berkeley.
diff --git a/topics/postman/index.md b/topics/postman/index.md
new file mode 100644
index 000000000000..45b8aa060dc1
--- /dev/null
+++ b/topics/postman/index.md
@@ -0,0 +1,15 @@
+---
+display_name: Postman
+short_description: Postman is a HTTP and REST API testing tool.
+topic: postman
+related: postman-collection, newman, swagger, openapi, rest-api, graphql, api-design, developer-tools, api-testing
+wikipedia_url: https://en.wikipedia.org/wiki/Postman_(software)
+github_url: https://github.com/postmanlabs
+created_by: Abhinav Asthana, Ankit Sobti, Abhijit Kane
+logo: postman.png
+---
+**Postman** is an API platform for developers for building and using APIs. This tool cannot only make requests with different HTTP verbs to different URLs, it also offers
+* using variables (collection, environment, etc.) in different places (path, query string, etc.)
+* Collections: Group requests in folders, export collections and write documentation for them
+* Scripting: Modify the request before sending as well as test and visualize its results
+* Design APIs: Create OpenAPI schema files and store them in your version control system 
diff --git a/topics/postman/postman.png b/topics/postman/postman.png
new file mode 100644
index 000000000000..17bdef78cb7f
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diff --git a/topics/powershell/index.md b/topics/powershell/index.md
index 4267e6a2b1cf..fdf857526b55 100644
--- a/topics/powershell/index.md
+++ b/topics/powershell/index.md
@@ -8,6 +8,7 @@ related: shell
 released: November 14, 2006
 short_description: PowerShell is a task automation and configuration management framework with a command-line shell and a scripting language.
 topic: powershell
+url: https://microsoft.com/powershell
 wikipedia_url: https://en.wikipedia.org/wiki/PowerShell
 ---
 PowerShell is a task automation and configuration management framework from Microsoft, consisting of a command-line shell and associated scripting language. Initially a Windows component, it was made open source and cross-platform with the introduction of PowerShell Core which is built on .NET Core. 
diff --git a/topics/powershell/powershell.png b/topics/powershell/powershell.png
index f3797e259d5b..a03e00b2ef5e 100644
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diff --git a/topics/preact/index.md b/topics/preact/index.md
new file mode 100644
index 000000000000..79d393b3f326
--- /dev/null
+++ b/topics/preact/index.md
@@ -0,0 +1,26 @@
+---
+aliases: preactjs, preact-js
+topic: preact
+logo: preact.png
+display_name: Preact.js
+short_description: Preact.js is a lightweight React alternative with the same API.
+related: react, virtual-dom, hmr, jsx, ssr
+released: November 14, 2015
+github_url: https://github.com/preactjs/preact
+url: https://preactjs.com/
+---
+**Preact.js** is a lightweight React alternative with the same API.
+
+# Similarities to React
+* ES6 Class, hooks, and Functional Components
+* Compatibility via a simple preact/compat alias
+* JSX, VDOM, DevTools, HMR, SSR.
+* Cross-browser compatibility
+* Transparent asynchronous rendering with a pluggable scheduler
+
+# Differences from React
+* Works in the browser without any transpilation steps
+* Syntactic sugar
+    * `props`, `state` and `context` are passed to `render()`
+    * Standard HTML attributes like `class` and `for` can be used instead of `className` and `htmlFor`
+
diff --git a/topics/preact/preact.png b/topics/preact/preact.png
new file mode 100644
index 000000000000..26f2bae87c5d
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diff --git a/topics/prestashop/index.md b/topics/prestashop/index.md
new file mode 100644
index 000000000000..2e0ba4ee9bcc
--- /dev/null
+++ b/topics/prestashop/index.md
@@ -0,0 +1,16 @@
+---
+aliases: prestashop16, prestashop17, prestashop8, prestashop-ecommerce, project-prestashop
+created_by: Bruno Lévêque, Igor Schlumberger
+display_name: PrestaShop
+github_url: https://github.com/prestashop
+logo: prestashop.png
+related: platform
+released: 2007
+short_description: PrestaShop is a open source e-commerce platform, currently used by 300K shops worldwide and is available in 60 languages.
+topic: prestashop
+url: https://www.prestashop-project.org/
+wikipedia_url: https://en.wikipedia.org/wiki/PrestaShop
+---
+PrestaShop is a freemium, open source e-commerce platform. The software is published under the Open Software License (OSL). It is written in the PHP programming language with support for the MySQL or MariaDB database management system. It has a software dependency on the Symfony PHP framework.
+
+PrestaShop is currently used by 300,000 shops worldwide and is available in 60 different languages.
diff --git a/topics/prestashop/prestashop.png b/topics/prestashop/prestashop.png
new file mode 100644
index 000000000000..f3ebbc383838
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diff --git a/topics/prettier/index.md b/topics/prettier/index.md
new file mode 100644
index 000000000000..4ad6031bbfe3
--- /dev/null
+++ b/topics/prettier/index.md
@@ -0,0 +1,14 @@
+---
+aliases: prettier-js
+created_by: James Long
+display_name: Prettier
+github_url: https://github.com/prettier/prettier
+logo: prettier.png
+released: January 2017
+short_description: Prettier is an opinionated code formatter that supports many languages and integrates with most editors.
+topic: prettier
+url: https://prettier.io/
+wikipedia_url: https://en.wikipedia.org/wiki/Prettier
+related: eslint, code-style, formatting
+---
+**Prettier** is an opinionated code formatter created by James Long. It enforces a consistent style by parsing your code and re-printing it with its own rules that take the maximum line length into account, wrapping code when necessary. Prettier supports many programming languages and integrates with most editors. It is widely used in the JavaScript community to maintain code style consistency, reduce debates on code styling, and improve code readability.
diff --git a/topics/prettier/prettier.png b/topics/prettier/prettier.png
new file mode 100644
index 000000000000..cc4ae0b64913
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diff --git a/topics/primer/index.md b/topics/primer/index.md
new file mode 100644
index 000000000000..63ebb255a367
--- /dev/null
+++ b/topics/primer/index.md
@@ -0,0 +1,12 @@
+---
+created_by: GitHub
+display_name: Primer
+github_url: https://github.com/primer
+logo: primer.png
+related: primer-css, design-system, component-library
+released: 2016
+short_description: The design system that powers GitHub.
+topic: primer
+url: https://primer.style
+---
+Primer is the design system created for GitHub by GitHub. The GitHub Design Infrastructure team builds and maintains Primer — this includes the CSS framework, style guide documentation, Octicons, numerous tools and libraries that support design and front-end, and more. With Primer being open source, its allowed the community to design and build their own projects with Primer.
\ No newline at end of file
diff --git a/topics/primer/primer.png b/topics/primer/primer.png
new file mode 100644
index 000000000000..87f3846770a6
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diff --git a/topics/programming-language/index.md b/topics/programming-language/index.md
new file mode 100644
index 000000000000..4cadcf724a56
--- /dev/null
+++ b/topics/programming-language/index.md
@@ -0,0 +1,9 @@
+---
+aliases: programming-languages
+display_name: Programming language
+short_description: A formal language that specifies a set of instructions that can be used to produce various kinds of output.
+topic: programming-language
+wikipedia_url: https://en.wikipedia.org/wiki/Programming_language
+---
+
+A programming language is a formal language that specifies a set of instructions that can be used to produce various kinds of output. Programming languages generally consist of instructions for computers. There are many programming languages in existence, and each has at least one implementation, each of which consists of its own set of programming tools. Some programming languages require computation to be specified in an imperative form (i.e., as a sequence of operations to perform) while other languages use the declarative form (i.e. the desired result is specified, not how to achieve it).
diff --git a/topics/programming/index.md b/topics/programming/index.md
new file mode 100644
index 000000000000..c73b8f041724
--- /dev/null
+++ b/topics/programming/index.md
@@ -0,0 +1,10 @@
+---
+aliases: software-programming
+created_by: Programmers
+display_name: Programming
+related: coding, software-development, algorithms, data-structures, computer-science
+short_description: Programming involves writing, testing, and maintaining code to build software applications.
+topic: programming
+wikipedia_url: https://en.wikipedia.org/wiki/Computer_programming
+---
+**Programming** is the process of designing and building an executable computer program to accomplish a specific computing result. It involves tasks such as analysis, generating algorithms, profiling algorithms' accuracy and resource consumption, and the implementation of algorithms in a chosen programming language (coding). The field of programming spans many languages and technologies, forming the backbone of software development and information technology.
diff --git a/topics/project-management/index.md b/topics/project-management/index.md
index 8e5b2619369b..92d03ac9f121 100644
--- a/topics/project-management/index.md
+++ b/topics/project-management/index.md
@@ -3,6 +3,6 @@ display_name: Project management
 short_description: Project management is about building scope and executing on the project's goals.
 topic: project-management
 wikipedia_url: https://en.wikipedia.org/wiki/Project_management
-
+related: kanban, scrum, kanboard, agile, roadmap, gantt
 ---
-Project management is the practice of initiating, planning, executing, controlling, and closing the work of a team to achieve specific goals and meet specific success criteria at the specified time.
+**Project management** is the practice of initiating, planning, executing, controlling, and closing the work of a team to achieve specific goals and meet specific success criteria at the specified time.
diff --git a/topics/project/index.md b/topics/project/index.md
new file mode 100644
index 000000000000..bbdbb42a2f6a
--- /dev/null
+++ b/topics/project/index.md
@@ -0,0 +1,10 @@
+---
+aliases: projects
+created_by: The project management community
+display_name: Project
+related: project-management, teamwork, software-development
+short_description: Projects involve planned work efforts aimed at achieving specific goals.
+topic: project
+wikipedia_url: https://en.wikipedia.org/wiki/Project
+---
+**Project** refers to a temporary endeavor undertaken to create a unique product, service, or result. This topic explores the various aspects of project management, including planning, executing, and closing projects, as well as the tools and techniques used to achieve project goals efficiently. It covers different methodologies like Agile, Waterfall, and Scrum, providing insights into their application across industries. This topic also discusses the challenges of project management, such as scope creep, risk management, and team coordination.
diff --git a/topics/promise/index.md b/topics/promise/index.md
new file mode 100644
index 000000000000..e9c113765d03
--- /dev/null
+++ b/topics/promise/index.md
@@ -0,0 +1,10 @@
+---
+topic: promise
+display_name: Promise
+short_description: A promise is an object returned by an asynchronous function, which represents the current state of the operation.
+related: future, async-await, callback, deferred, coroutines, fiber, concurrency
+wikipedia_url: https://en.wikipedia.org/wiki/Futures_and_promises
+created_by: Barbara Liskov, Liuba Shrira, Mark S. Miller, Dean Tribble, Rob Jellinghaus, Daniel P. Friedman
+released: 1988
+---
+A **promise** is an object returned by an asynchronous function, which represents the current state of the operation. At the time the promise is returned to the caller, the operation often isn't finished, but the promise object provides methods to handle the eventual success or failure of the operation.
diff --git a/topics/protocol/index.md b/topics/protocol/index.md
new file mode 100644
index 000000000000..b916546ef3b9
--- /dev/null
+++ b/topics/protocol/index.md
@@ -0,0 +1,10 @@
+---
+topic: protocol
+display_name: Protocol (disambiguation)
+short_description: Protocol can mean either interface in OOP or communication protocol in networking and data exchange.
+related: interface, network-protocol, communication-protocol
+wikipedia_url: https://en.wikipedia.org/wiki/Protocol#computing
+---
+**Protocol** can mean different things, depending on the context:
+* In **[OOP](/topics/oop)**, it refers to [interface](/topics/interface)
+* In **networking/data exchange**, it refers to [network-protocol](/topics/network-protocol) or [communication-protocol](/topics/communication-protocol)
diff --git a/topics/provisioning/index.md b/topics/provisioning/index.md
new file mode 100644
index 000000000000..f6c0257f11d6
--- /dev/null
+++ b/topics/provisioning/index.md
@@ -0,0 +1,7 @@
+---
+topic: provisioning
+display_name: Provisioning
+short_description: Tools to help with creating and configuring IT infrastructure.
+related: infrastructure, ops, sysadmin, devops, infrastructure-as-code
+---
+Provisioning is the process of setting up IT infrastructure. Examples include applying network configuration and installing the appropriate software (OS, middleware etc) needed for application logic to run.
diff --git a/topics/psr-11/index.md b/topics/psr-11/index.md
new file mode 100644
index 000000000000..7de63a765acf
--- /dev/null
+++ b/topics/psr-11/index.md
@@ -0,0 +1,9 @@
+---
+display_name: "PSR-11: Container interface"
+short_description: PSR-11 is a set of common interfaces for dependency injection containers.
+topic: psr-11
+related: psr, service-locator, dependency-injection, dependency-injection-container, service-container, di-container, container-interop
+url: https://www.php-fig.org/psr/psr-11/
+created_by: Matthieu Napoli, David Négrier
+---
+common interfaces for dependency injection containers (usually [service locators](https://github.com/topics/service-locator)) in a standardized way of how frameworks and libraries make use of a container to obtain objects and parameters.
diff --git a/topics/psr-15/index.md b/topics/psr-15/index.md
new file mode 100644
index 000000000000..a6caefc1d077
--- /dev/null
+++ b/topics/psr-15/index.md
@@ -0,0 +1,9 @@
+---
+display_name: "PSR-15: HTTP Server Request Handlers"
+short_description: PSR-7 is a set of common interfaces representing HTTP server request handlers, and HTTP server middleware components.
+topic: psr-15
+related: psr, psr-7
+url: https://www.php-fig.org/psr/psr-15/
+created_by: Woody Gilk
+---
+**PSR 15** is a set of common interfaces for HTTP server request handlers ("request handlers") and HTTP server middleware components ("middleware") that use HTTP messages as described by PSR-7 or subsequent replacement PSRs.
diff --git a/topics/psr-4/index.md b/topics/psr-4/index.md
new file mode 100644
index 000000000000..a3c9c820c896
--- /dev/null
+++ b/topics/psr-4/index.md
@@ -0,0 +1,9 @@
+---
+display_name: "PSR-4: Autoloader"
+short_description: PSR-4 a specification for autoloading classes from file paths and describes where to place files that will be autoloaded.
+topic: psr-4
+related: psr, psr-0, autoloader, autoloading
+url: https://www.php-fig.org/psr/psr-4/
+created_by: Paul M. Jones
+---
+**PSR-4** is a specification for autoloading classes from file paths. It is fully interoperable, and can be used in addition to any other autoloading specification, including PSR-0. This PSR also describes where to place files that will be autoloaded according to the specification.
diff --git a/topics/psr-7/index.md b/topics/psr-7/index.md
new file mode 100644
index 000000000000..5a1d61dbca33
--- /dev/null
+++ b/topics/psr-7/index.md
@@ -0,0 +1,9 @@
+---
+display_name: "PSR-7: HTTP message interfaces"
+short_description: PSR-7 is a set of common interfaces representing HTTP messages, and URIs.
+topic: psr-7
+related: rfc-7230, rfc-7231, rfc-3986, http-message, psr-17
+url: https://www.php-fig.org/psr/psr-7/
+created_by: Matthew Weier O'Phinney
+---
+PSR-7 is a set of common interfaces defined by PHP Framework Interop Group. These interfaces are representing HTTP messages, and URIs for use when communicating through HTTP.
diff --git a/topics/pubsub/index.md b/topics/pubsub/index.md
new file mode 100644
index 000000000000..11496ffc6352
--- /dev/null
+++ b/topics/pubsub/index.md
@@ -0,0 +1,10 @@
+---
+aliases: publish-subscribe-pattern, publish-subscribe
+topic: pubsub
+display_name: Publish-subscribe pattern
+short_description: The publish-subscribe pattern is a messaging pattern where the consumer subscribes to the provider.
+related: message-queue, message-oriented-middleware, message-passing, event-bus, event-handlers, event-listener, message-bus, event-sourcing, observer-pattern, event-driven-programming
+released: 1987
+wikipedia_url: https://en.wikipedia.org/wiki/Publish%E2%80%93subscribe_pattern
+---
+The **publish-subscribe pattern** (short: **pubsub**) is an event handling and messaging pattern where the consumer _subscribes_ to the provider, which in return can then _publish_ a message that can be picked up and processed by each subscribed consumer.
diff --git a/topics/pug/index.md b/topics/pug/index.md
index 333beb973907..f4e8ad57bc32 100644
--- a/topics/pug/index.md
+++ b/topics/pug/index.md
@@ -4,8 +4,8 @@ display_name: Pug
 topic: pug
 github_url: https://github.com/pugjs/pug
 logo: pug.png
-related: haml
+related: haml, mustache, handlebars, liquid, jinja2, javascript, templating, ejs-templates, nodejs
 short_description: Templating language for HTML.
 url: https://pugjs.org
 ---
-Formerly known as Jade, Pug is a high-performance templating engine influenced by Haml for Node.js and browsers, with a clean, whitespace-sensitive syntax for writing HTML.
+ **Pug**, formerly known as **Jade**, is a high-performance templating engine influenced by Haml for Node.js and browsers, with a clean, whitespace-sensitive syntax for writing HTML.
diff --git a/topics/puppet/index.md b/topics/puppet/index.md
new file mode 100644
index 000000000000..9acd0727a721
--- /dev/null
+++ b/topics/puppet/index.md
@@ -0,0 +1,14 @@
+---
+created_by: Luke Kanies
+display_name: Puppet
+github_url: https://github.com/puppetlabs
+logo: puppet.png
+related: devops, config, automation
+released: 2005
+short_description: Puppet is a powerful and operating system agnostic configuration management tool.
+topic: puppet
+url: https://www.puppet.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Puppet_(software)
+---
+Puppet is a powerful configuration management tool. It is open source and operating system agnostic, with freely downloadable [modules](https://forge.puppet.com) providing capabilities to manage everything from core OS settings to full technology stacks.
+
diff --git a/topics/puppet/puppet.png b/topics/puppet/puppet.png
new file mode 100644
index 000000000000..049c52de1725
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diff --git a/topics/puppeteer/index.md b/topics/puppeteer/index.md
new file mode 100644
index 000000000000..effdf31139e6
--- /dev/null
+++ b/topics/puppeteer/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Google
+display_name: Puppeteer
+topic: puppeteer
+related: automation, chromium
+logo: puppeteer.png
+released: 2018
+short_description: Node.js library that provides an API to control Chrome/Chromium over the DevTools Protocol.
+url: https://pptr.dev/
+github_url: https://github.com/puppeteer/puppeteer
+---
+Puppeteer is a Node.js library that provides an API to control Chrome/Chromium over the DevTools Protocol. Mainly used for tests, interaction automation in web applications, taking screenshots and scraping data of web pages.
\ No newline at end of file
diff --git a/topics/puppeteer/puppeteer.png b/topics/puppeteer/puppeteer.png
new file mode 100644
index 000000000000..5744ea5ef09c
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diff --git a/topics/python/python.png b/topics/python/python.png
index e70db6d8a396..f35f9a97ed02 100644
Binary files a/topics/python/python.png and b/topics/python/python.png differ
diff --git a/topics/qiskit/index.md b/topics/qiskit/index.md
new file mode 100644
index 000000000000..ad7e0e7353fc
--- /dev/null
+++ b/topics/qiskit/index.md
@@ -0,0 +1,18 @@
+---
+display_name: Qiskit
+aliases: qiskit-sdk, qiskit-addon, ibm-qiskit, qiskit-ibm-sdk
+logo: qiskit.png
+created_by: IBM Quantum
+released: February 4, 2021
+short_description: Qiskit is a framework for quantum computing and quantum information science.
+related: quantum-computing, quantum-programming, quantum-information, sdk
+topic: qiskit
+url: https://www.ibm.com/quantum/qiskit
+wikipedia_url: https://en.wikipedia.org/wiki/Qiskit
+github_url: https://github.com/Qiskit/
+released: March 2017
+---
+Qiskit is an open source SDK for working with quantum computers through extended quantum circuits, operators, and primitives. Developed by IBM Quantum, it is a [popular](https://unitaryfoundation.github.io/survey-2025/#full-stack-development-platforms-compilers-and-simulators-used-currently-or-in-the-future), reliable, and extensible platform for quantum research and development.
+Qiskit enables researchers to build, optimize, and execute quantum workflows for algorithms, high-performance computing, and quantum information science.
+
+For an *IBM Quantum–curated* list of software, visit the [Qiskit Ecosystem website](https://qisk.it/ecosystem).
diff --git a/topics/qiskit/qiskit.png b/topics/qiskit/qiskit.png
new file mode 100644
index 000000000000..1d7747b82c96
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diff --git a/topics/qrcode/index.md b/topics/qrcode/index.md
new file mode 100644
index 000000000000..99763b9041e5
--- /dev/null
+++ b/topics/qrcode/index.md
@@ -0,0 +1,10 @@
+---
+aliases: qrcodes, qr-code
+created_by: Denso Wave
+display_name: QR Code
+related: barcode, scanning, data-collection, mobile-payments
+short_description: A QR Code is a type of matrix barcode that can store a variety of data.
+topic: qrcode
+wikipedia_url: https://en.wikipedia.org/wiki/QR_code
+---
+**QR Code** stands for Quick Response Code and is a type of matrix barcode (or two-dimensional barcode) first designed in 1994 for the automotive industry in Japan. QR Codes are now widely used in various applications such as product tracking, item identification, document management, and marketing due to their fast readability and greater storage capacity compared to standard UPC barcodes. This topic covers the creation, usage, and applications of QR Codes, including how they are generated and read by devices. It also explores the technology behind QR Codes, their standards, and their impact on industries such as retail, logistics, and mobile payments.
diff --git a/topics/qt/index.md b/topics/qt/index.md
index 4a10c723c477..54ef12b515ee 100644
--- a/topics/qt/index.md
+++ b/topics/qt/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: qt-framework, qt-application, qt5
+aliases: qt-framework, qt-application, qt5, qt6
 created_by: Haavard Nord, Eirik Chambe-Eng
 display_name: Qt
 github_url: https://github.com/qt
diff --git a/topics/qt/qt.png b/topics/qt/qt.png
index 95af06f09bb3..7f32b8291785 100644
Binary files a/topics/qt/qt.png and b/topics/qt/qt.png differ
diff --git a/topics/quakec/index.md b/topics/quakec/index.md
new file mode 100644
index 000000000000..8825612fde55
--- /dev/null
+++ b/topics/quakec/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Quakec
+short_description: Quakec is a programming language created by John Carmack.
+topic: quakec
+wikipedia_url: https://en.wikipedia.org/wiki/Quakec
+---
+Quakec is a 1996 programming language created exclusively for the game Quake, by John Carmack.
\ No newline at end of file
diff --git a/topics/quantum-computing/index.md b/topics/quantum-computing/index.md
new file mode 100644
index 000000000000..2cd6a2817a47
--- /dev/null
+++ b/topics/quantum-computing/index.md
@@ -0,0 +1,12 @@
+---
+aliases: quantum, quantum-computer, quantum-computers
+created_by: Richard Feynman and Yuri Manin
+display_name: Quantum Computing
+github_url: https://github.com/qsharp-community
+logo: quantum-computing.png
+related: physics, computer-science
+short_description: Quantum computing is a field of computing that uses quantum phenomena to perform operations on data.
+topic: quantum-computing
+wikipedia_url: https://en.wikipedia.org/wiki/Quantum_computing
+---
+Quantum computing is a field of computing that uses quantum phenomena such as superposition and entanglement to perform operations on data. It is a rapidly growing field with potential applications in fields such as cryptography, chemistry, and optimization. Quantum computers can solve certain problems much faster than classical computers. Various programming languages such as Q#, Python and C++ can be used to write quantum algorithms to be run on quantum computers. The development of quantum computers is an active area of research and engineering.
diff --git a/topics/quantum-computing/quantum-computing.png b/topics/quantum-computing/quantum-computing.png
new file mode 100644
index 000000000000..7341050974a3
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diff --git a/topics/quarto/index.md b/topics/quarto/index.md
new file mode 100644
index 000000000000..17e350a803a4
--- /dev/null
+++ b/topics/quarto/index.md
@@ -0,0 +1,15 @@
+---
+aliases: quarto-pub
+display_name: quarto
+logo: quarto.png
+related: pandoc, pdf, pdf-editor, document-management, publishing, quarto-extension, quarto-template, markdown, rmarkdown
+short_description: Quarto is an open-source scientific and technical publishing system built on Pandoc.
+topic: quarto
+url: https://quarto.org/
+---
+
+[Quarto](https://quarto.org/) is an open source scientific and technical publishing system. Built on pandoc, it allows for the creation of reports, documents, websites, blogs, presentations, books, and articles in a [variety of formats](https://quarto.org/docs/output-formats/all-formats.html). 
+
+Quarto is supported by several coding tools, including [JupyterLab](https://quarto.org/docs/tools/jupyter-lab.html), [VS Code](https://quarto.org/docs/tools/vscode.html), and [Neovim](https://quarto.org/docs/tools/neovim.html), as well as other [text editors](https://quarto.org/docs/tools/text-editors.html). It also has a powerful [visual editor](https://quarto.org/docs/visual-editor/) for pandoc Markdown. The output can be modified and extended via [extensions](https://quarto.org/docs/extensions/), and Quarto supports the creation of [custom extensions](https://quarto.org/docs/extensions/creating.html).
+
+A variety of [publication options](https://quarto.org/docs/publishing/) are available, including [Quarto Pub](https://quarto.org/docs/publishing/quarto-pub.html) and [GitHub Pages](https://quarto.org/docs/publishing/github-pages.html).
diff --git a/topics/quarto/quarto.png b/topics/quarto/quarto.png
new file mode 100644
index 000000000000..e1aa9451dde6
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diff --git a/topics/index.md b/topics/queer/index.md
similarity index 100%
rename from topics/index.md
rename to topics/queer/index.md
diff --git a/topics/query/index.md b/topics/query/index.md
new file mode 100644
index 000000000000..da7d82e90d13
--- /dev/null
+++ b/topics/query/index.md
@@ -0,0 +1,9 @@
+---
+topic: query
+display_name: Query (disambiguation)
+short_description: The term query can either mean query-string or sql-query.
+related: query-string, sql-query
+---
+The term "**query**" can mean multiple things:
+* [query-string](/topics/query-string) as part of an [URL](/topics/url)
+* [sql-query](/topics/sql-query) to query a [database](/topics/database)
diff --git a/topics/quicklook/index.md b/topics/quicklook/index.md
new file mode 100644
index 000000000000..9e5f1ae0e2e5
--- /dev/null
+++ b/topics/quicklook/index.md
@@ -0,0 +1,14 @@
+---
+aliases: quicklook-plugin, quicklook-extension
+created_by: Apple
+display_name: Quick Look
+logo: quicklook.png
+released: June 11, 2007
+short_description: Quick Look plugins allow you to preview files in the QuickLook pane.
+topic: quicklook
+url: https://developer.apple.com/documentation/quicklook
+wikipedia_url: https://en.wikipedia.org/wiki/Quick_Look
+---
+Quick Look is a quick preview feature developed by Apple Inc. which was introduced in its operating system Mac OS X 10.5 Leopard. Comparing to preview pane in Finder, Quick Look allows users to look at the contents of a file at full or near-full size.
+
+
diff --git a/topics/quicklook/quicklook.png b/topics/quicklook/quicklook.png
new file mode 100644
index 000000000000..1bb3f517fdb5
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diff --git a/topics/quickshell/index.md b/topics/quickshell/index.md
new file mode 100644
index 000000000000..6956ea4bc0b9
--- /dev/null
+++ b/topics/quickshell/index.md
@@ -0,0 +1,13 @@
+---
+aliases: qs
+created_by: Outfoxxed
+display_name: Quickshell
+github_url: https://github.com/quickshell-mirror
+logo: quickshell.png
+released: April 20 2025
+short_description: Quickshell is a QtQuick-based toolkit for building desktop components alongside your Wayland compositor or window manager.
+topic: quickshell
+related: qt
+url: https://www.quickshell.org/
+---
+Quickshell is a toolkit for building status bars, widgets, lockscreens, and other desktop components using QtQuick. It can be used alongside a wayland compositor or window manager to build a complete desktop environment.
\ No newline at end of file
diff --git a/topics/quickshell/quickshell.png b/topics/quickshell/quickshell.png
new file mode 100644
index 000000000000..92247af6b8f6
Binary files /dev/null and b/topics/quickshell/quickshell.png differ
diff --git a/topics/quiltmc/index.md b/topics/quiltmc/index.md
new file mode 100644
index 000000000000..8e467b092910
--- /dev/null
+++ b/topics/quiltmc/index.md
@@ -0,0 +1,13 @@
+---
+aliases: quilt, quilt-mod, quiltmc-mod, minecraft-quilt-mod, minecraft-quilt
+created_by: QuiltMC Contributors
+display_name: QuiltMC
+github_url: https://github.com/QuiltMC/
+logo: quiltmc.png
+related: minecraft, minecraft-mod
+released: April 20, 2022
+short_description: Community-driven, highly modular and open Minecraft modding API.
+topic: quiltmc
+url: https://quiltmc.org
+---
+Quilt is a lightweight, experimental modding toolchain for Minecraft fork of Fabric.
diff --git a/topics/quiltmc/quiltmc.png b/topics/quiltmc/quiltmc.png
new file mode 100644
index 000000000000..ca2f59c3063b
Binary files /dev/null and b/topics/quiltmc/quiltmc.png differ
diff --git a/topics/rails/index.md b/topics/rails/index.md
index ed3b23df4231..3dee91c28cd5 100644
--- a/topics/rails/index.md
+++ b/topics/rails/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: rails5, rails-application, ruby-on-rails, rails4, rubyonrails, rails-tutorial
+aliases: rails7, rails6, rails5, rails4, rails-application, ruby-on-rails, rubyonrails, rails-tutorial
 created_by: David Heinemeier Hansson
 display_name: Rails
 github_url: https://github.com/rails
@@ -8,7 +8,7 @@ released: December 13 2005
 short_description: Ruby on Rails (Rails) is a web application framework written in
   Ruby.
 topic: rails
-url: http://rubyonrails.org/
+url: https://rubyonrails.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Ruby_on_Rails
 ---
 Ruby on Rails (Rails) is a web application framework written in Ruby. It is meant to help simplify the building of complex websites.
diff --git a/topics/randomizer/index.md b/topics/randomizer/index.md
new file mode 100644
index 000000000000..3ef1328ed5f6
--- /dev/null
+++ b/topics/randomizer/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Randomizer
+short_description: Randomizer is a type of tool that uses stochastic inputs.
+aliases: video-game-randomizer, randomizer-tool, randomizer-mod
+related: modding, rom-hacking
+logo: randomizer.png
+topic: randomizer
+---
+Randomizer is a type of tool that uses unpredictable or stochastic inputs as part of software development.
diff --git a/topics/randomizer/randomizer.png b/topics/randomizer/randomizer.png
new file mode 100644
index 000000000000..c466114b28fc
Binary files /dev/null and b/topics/randomizer/randomizer.png differ
diff --git a/topics/raycast-extension/index.md b/topics/raycast-extension/index.md
new file mode 100644
index 000000000000..a822d09c9426
--- /dev/null
+++ b/topics/raycast-extension/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Raycast extension
+github_url: https://github.com/raycast/extensions
+logo: raycast-extension.png
+related: raycast
+short_description: Extensions for the macOS application launcher Raycast.
+topic: raycast-extension
+url: https://www.raycast.com/store
+---
+Raycast extensions extend the functionality of the macOS application launcher Raycast. Open source extensions are compiled into the official Raycast Extensions [repository](https://github.com/raycast/extensions) and made available in the [Raycast Store](https://www.raycast.com/store).
diff --git a/topics/raycast-extension/raycast-extension.png b/topics/raycast-extension/raycast-extension.png
new file mode 100644
index 000000000000..7020ac4e8e98
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diff --git a/topics/rdf/index.md b/topics/rdf/index.md
new file mode 100644
index 000000000000..641cc11cc883
--- /dev/null
+++ b/topics/rdf/index.md
@@ -0,0 +1,10 @@
+---
+topic: rdf
+display_name: RDF (Resource Description Framework)
+short_description: RDF is used for data interchange, using URIs to name the relations between things and a directed labeled graph for representation.
+related: semantic-web, sparql, web-ontology-language, shacl, json-ld, n-triples, rql, versa, shex
+created_by: W3C, IBM, Microsoft, Netscape, Nokia, Reuters, SoftQuad, University of Michigan
+released: October 1997
+wikipedia_url: https://en.wikipedia.org/wiki/Resource_Description_Framework
+---
+**RDF** (**Resource Description Framework**) is a standard model for data interchange on the web, using URIs to name the relationships between things and a directed, labeled graph to represent the data.
diff --git a/topics/react/index.md b/topics/react/index.md
index 99a510cff678..f00e0574b7c4 100644
--- a/topics/react/index.md
+++ b/topics/react/index.md
@@ -4,7 +4,7 @@ created_by: Jordan Walke
 display_name: React
 github_url: https://github.com/facebook/react
 logo: react.png
-related: vue, angular, react-native
+related: vue, angular, react-native, nextjs
 released: March 2013
 short_description: React is an open source JavaScript library used for designing user
   interfaces.
diff --git a/topics/recon/index.md b/topics/recon/index.md
new file mode 100644
index 000000000000..15fa161da1dd
--- /dev/null
+++ b/topics/recon/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Reconnaissance
+short_description: Reconnaissance refers to the process of gathering information about a target system, network, or organization.
+topic: recon
+related: osint
+wikipedia_url: https://en.wikipedia.org/wiki/Reconnaissance
+---
+Reconnaissance refers to the process of gathering information about a target system, network, or organization, typically before launching an attack. The goal of recon is to understand the target's vulnerabilities, systems, and defenses to increase the likelihood of a successful breach or to defend a network by identifying its weak points.
diff --git a/topics/reddit/index.md b/topics/reddit/index.md
new file mode 100644
index 000000000000..2824f7ada85b
--- /dev/null
+++ b/topics/reddit/index.md
@@ -0,0 +1,14 @@
+---
+aliases: reddit-client, reddit-api, reddit-application, reddit-bot, reddit-clone, reddit-scraper
+created_by: Steve Huffman, Aaron Swartz, and Alexis Ohanian
+display_name: Reddit
+logo: reddit.png
+related: instagram, twitter, facebook
+github_url: https://github.com/reddit
+short_description: A dynamic online platform where communities connect, share, and discuss virtually anything imaginable.
+released: June 23, 2005
+url: https://www.reddit.com/
+topic: reddit
+wikipedia_url: https://en.wikipedia.org/wiki/Reddit
+---
+Reddit is an expansive online platform that serves as a hub for a multitude of communities, where individuals from all walks of life gather to engage in discussions, share diverse content, and explore a vast range of topics spanning from news and entertainment to hobbies and personal interests. Users can participate by submitting posts, commenting, upvoting or downvoting content, fostering lively conversations, and discovering new perspectives within a dynamic and interactive virtual community.
\ No newline at end of file
diff --git a/topics/reddit/reddit.png b/topics/reddit/reddit.png
new file mode 100644
index 000000000000..630f8e298c84
Binary files /dev/null and b/topics/reddit/reddit.png differ
diff --git a/topics/redis/index.md b/topics/redis/index.md
index 9cbad7593ea6..96e1e842d3b6 100644
--- a/topics/redis/index.md
+++ b/topics/redis/index.md
@@ -2,12 +2,13 @@
 aliases: redis-db, redisdb
 created_by: Salvatore Sanfilippo
 display_name: Redis
-github_url: https://github.com/antirez/redis
+github_url: https://github.com/redis/redis
 logo: redis.png
 released: May 10, 2009
 short_description: Redis is an in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.
 topic: redis
 url: https://redis.io/
 wikipedia_url: https://en.wikipedia.org/wiki/Redis
+related: memcached, hyperloglog, sap-hana, hsqldb, ehcache, rocksdb, key-value-store, in-memory-database, cache, nosql
 ---
-Redis(Remote Dictionary Server) is a source-available in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.
+**Redis** (**Remote Dictionary Server**) is a source-available in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.
diff --git a/topics/redux/index.md b/topics/redux/index.md
index 96a673ae059b..e478668f1cea 100644
--- a/topics/redux/index.md
+++ b/topics/redux/index.md
@@ -1,7 +1,7 @@
 ---
 created_by: Dan Abramov and Andrew Clark
 display_name: Redux
-github_url: https://github.com/reactjs/redux/
+github_url: https://github.com/reduxjs/redux
 logo: redux.png
 related: javascript, react
 released: June 2, 2015
diff --git a/topics/regular-expression/index.md b/topics/regular-expression/index.md
new file mode 100644
index 000000000000..b2c7288aebc0
--- /dev/null
+++ b/topics/regular-expression/index.md
@@ -0,0 +1,15 @@
+---
+aliases: regex, regexp, regular-expressions
+created_by: Stephen Cole Kleene
+display_name: Regular expression
+released: 1950
+short_description: A regular expression is a sequence of characters that specifies a match pattern in text.
+topic: regular-expression
+wikipedia_url: https://en.wikipedia.org/wiki/Regular_expression
+related: pattern-matching, wildcard, glob, grep, awk, sed
+---
+A **regular expression** (shortened as **regex** or **regexp**), sometimes referred to as rational expression, is a sequence of characters that specifies a match pattern in text. Usually such patterns are used by string-searching algorithms for "find" or "find and replace" operations on strings, or for input validation.
+
+Regular expression techniques are developed in theoretical computer science and formal language theory. They are used in search engines, in search and replace dialogs of word processors and text editors, in text processing utilities such as sed and AWK, and in lexical analysis. Regular expressions are also supported in many programming languages.
+
+Different syntaxes for writing regular expressions have existed since the 1980s, one being the POSIX standard and another, widely used, being the Perl syntax.
diff --git a/topics/reinforcement-learning/index.md b/topics/reinforcement-learning/index.md
new file mode 100644
index 000000000000..b1d648d98583
--- /dev/null
+++ b/topics/reinforcement-learning/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Reinforcement learning
+short_description: Reinforcement learning is a machine learning paradigm where agents learn optimal behavior through environment interaction.
+topic: reinforcement-learning
+wikipedia_url: https://en.wikipedia.org/wiki/Reinforcement_learning
+---
+Reinforcement learning is a machine learning paradigm focused on sequential decision-making, in which an autonomous agent learns optimal behavior by interacting with a dynamic environment to maximize cumulative reward signals.
diff --git a/topics/remix-stack/index.md b/topics/remix-stack/index.md
new file mode 100644
index 000000000000..f149828e9ad2
--- /dev/null
+++ b/topics/remix-stack/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Remix Stack
+short_description: Remix Stacks are production-ready application starters from the https://remix.run team and community.
+topic: remix-stack
+logo: remix-stack.png
+url: https://remix.run/docs/en/main/guides/templates#stacks
+---
+
+Remix stacks are production-ready [remix templates](https://remix.run/docs/en/main/guides/templates) that have things like CI/CD pipelines, databases and hosting platforms baked in.
diff --git a/topics/remix-stack/remix-stack.png b/topics/remix-stack/remix-stack.png
new file mode 100644
index 000000000000..94162645b9b2
Binary files /dev/null and b/topics/remix-stack/remix-stack.png differ
diff --git a/topics/representation-learning/index.md b/topics/representation-learning/index.md
new file mode 100644
index 000000000000..61d46333018f
--- /dev/null
+++ b/topics/representation-learning/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Representation learning
+short_description: Representation learning is a set of machine learning techniques that automatically discover meaningful features from raw data.
+topic: representation-learning
+wikipedia_url: https://en.wikipedia.org/wiki/Feature_learning
+---
+Representation learning is a set of techniques in machine learning that automatically discover compact and meaningful features from raw data. It underpins modern advances in natural language processing, computer vision, and speech recognition.
diff --git a/topics/rest-api/index.md b/topics/rest-api/index.md
index e9993dac9a10..9cdd488a21f1 100644
--- a/topics/rest-api/index.md
+++ b/topics/rest-api/index.md
@@ -1,10 +1,12 @@
 ---
 aliases: rest, rest-api-tutorial
 display_name: REST API
-related: api, graphql-api
+related: api, graphql-api, soap, rpc, wsdl
 short_description: A representational state transfer (REST) API is a way to provide
   compatibility between computer systems on the internet.
 topic: rest-api
 wikipedia_url: https://en.wikipedia.org/wiki/Representational_state_transfer
+created_by: Roy Fielding
+released: 2000
 ---
-A representational state transfer (REST) API is a way to provide compatibility between computer systems on the Internet. The concept was first outlined in a dissertation by Roy Fielding in 2000.
+A **representational state transfer** (**REST**) **API** is a way to provide compatibility between computer systems on the internet. The concept was first outlined in a dissertation by Roy Fielding in 2000.
diff --git a/topics/retrocomputing/index.md b/topics/retrocomputing/index.md
new file mode 100644
index 000000000000..4c7626a53bef
--- /dev/null
+++ b/topics/retrocomputing/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Retrocomputing
+short_description: The use of historic computer hardware or software.
+topic: retrocomputing
+wikipedia_url: https://en.wikipedia.org/wiki/Retrocomputing
+---
+Retrocomputing is the preservation and use of historic and vintage
+computer hardware and software.  Software retrocomputing can be done
+on real hardware or on an emulator.
diff --git a/topics/riot-games/index.md b/topics/riot-games/index.md
index 78af929d8632..5a32e2c5f947 100644
--- a/topics/riot-games/index.md
+++ b/topics/riot-games/index.md
@@ -3,7 +3,7 @@ aliases: riotgames, riot-games-api, riotgames-api
 created_by: Brandon Beck, Marc Merrill
 display_name: Riot Games
 logo: riot-games.png
-related: league-of-legends, legends-of-runeterra, teamfight-tactics, valorant, league-of-legends-wild-rift
+related: league-of-legends, legends-of-runeterra, teamfight-tactics, valorant
 github_url: https://github.com/RiotGames
 released: September 2006
 short_description: Riot Games, Inc. is an American video game developer, publisher and esports tournament organizer.
diff --git a/topics/riscos/index.md b/topics/riscos/index.md
new file mode 100644
index 000000000000..ea6e95009928
--- /dev/null
+++ b/topics/riscos/index.md
@@ -0,0 +1,15 @@
+---
+display_name: RISC OS
+aliases: risc-os
+related: arm, bbc-basic
+logo: riscos.png
+released: September 1987
+short_description: RISC OS is the first ARM operating system.
+topic: riscos
+url: https://riscosopen.org/
+wikipedia_url: https://en.wikipedia.org/wiki/RISC_OS
+created_by: Acorn Computers Ltd
+---
+RISC OS is an operating system created by Acorn computers for the first ARM processors.
+It is a modular system, using a cooperative multitasking model. It is used by hobbyists
+on hardware such as the Raspberry Pi and Pinebook.
diff --git a/topics/riscos/riscos.png b/topics/riscos/riscos.png
new file mode 100644
index 000000000000..bdf94f8f78f7
Binary files /dev/null and b/topics/riscos/riscos.png differ
diff --git a/topics/robomaster/index.md b/topics/robomaster/index.md
new file mode 100644
index 000000000000..029c88d5f1e7
--- /dev/null
+++ b/topics/robomaster/index.md
@@ -0,0 +1,8 @@
+---
+display_name: RoboMaster
+short_description: The RoboMaster University Series (RMU) is a platform for robotic competitions and academic exchange.
+topic: robomaster
+url: https://www.robomaster.com/
+---
+
+The RoboMaster University Series (RMU) is a platform for robotic competitions and academic exchange, specially designed for global technology enthusiasts.  Since its establishment in 2013, RoboMaster has been committed to its mission of "empowering young learners to transform their world with the power of engineering and technology." It attracts engineering talents with interdisciplinary abilities and showcases the possibilities of technological innovation to audiences around the globe.
diff --git a/topics/robotframework/index.md b/topics/robotframework/index.md
index 4d016a698fee..b09cc864d2e7 100644
--- a/topics/robotframework/index.md
+++ b/topics/robotframework/index.md
@@ -11,4 +11,4 @@ url: https://robotframework.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Robot_Framework
 github_url: https://github.com/robotframework/robotframework
 ---
-**Robot Framework** is an open source, easy to learn, and easy to use, yet powerful, and extendable, generic automation framework for software testing and RPA (robotic process automation). While it's original purpose was to support acceptance testing and `acceptance test driven development` (ATDD) of embedded software at Nokia Networks back in 2005, nowadays it is also widely used for automation of `integration tests` and `end-to-end tests` in desktop, web, and mobile development. You can use it to automate GUI based applications as well as REST, RPC, SOAP and other API, and protocol based testing. Due to it's text based nature and cli tools RF is a perfect match for **agile** and DevOps, and DevSecOps driven projects striving to succeed in **continuous testing**. It integrates very well with open source and commercial CI/CD solutions like Jenkins, CircleCI, Github Actions, and Azure Pipelines - just to name a few. It is also developer friendly and can easily be versioned with Git, and used with Docker and other container and virtualisation technologies to support building and maintaining of scalable (test) environments following the `configuration as code` or `infrastructure as code` approach. RF can be used in projects of any technology stack, and runs on any infrastructure (Windows, Mac, Linux, cloud) - it is stack and infrastructure agnostic.
+**Robot Framework** is an open source, easy to learn, and easy to use, yet powerful, and extendable, generic automation framework for software testing and RPA (robotic process automation). While it's original purpose was to support acceptance testing and `acceptance test driven development` (ATDD) of embedded software at Nokia Networks back in 2005, nowadays it is also widely used for automation of `integration tests` and `end-to-end tests` in desktop, web, and mobile development. You can use it to automate GUI based applications as well as REST, RPC, SOAP and other API, and protocol based testing. Due to it's text based nature and cli tools RF is a perfect match for **agile** and DevOps, and DevSecOps driven projects striving to succeed in **continuous testing**. It integrates very well with open source and commercial CI/CD solutions like Jenkins, CircleCI, GitHub Actions, and Azure Pipelines - just to name a few. It is also developer friendly and can easily be versioned with Git, and used with Docker and other container and virtualisation technologies to support building and maintaining of scalable (test) environments following the `configuration as code` or `infrastructure as code` approach. RF can be used in projects of any technology stack, and runs on any infrastructure (Windows, Mac, Linux, cloud) - it is stack and infrastructure agnostic.
diff --git a/topics/rocketseat/index.md b/topics/rocketseat/index.md
new file mode 100644
index 000000000000..2c88f80827be
--- /dev/null
+++ b/topics/rocketseat/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Cleiton Souza, Diego Fernandes and Robson Marques
+display_name: Rocketseat
+short_description: Rocketseat is a Brazilian coding platform that professionalizes people in programming.
+released: 2017
+topic: rocketseat
+github_url: https://github.com/rocketseat
+url: https://www.rocketseat.com.br
+---
+Rocketseat is a coding platform founded in Brazil in 2017. It focuses on professionalizes people independently from their knowledge on programming world. It's famous by the vast amount and quality of it programs, bootcamps and events.
diff --git a/topics/routing/index.md b/topics/routing/index.md
new file mode 100644
index 000000000000..9fac737ef5dc
--- /dev/null
+++ b/topics/routing/index.md
@@ -0,0 +1,10 @@
+---
+topic: routing
+display_name: Routing (disambiguation)
+short_description: Routing can either mean URL routing, IP routing, or geo routing.
+related: url-routing, ip-routing, geo-routing
+---
+The term "**routing**" can mean multiple things:
+* [url-routing](/topics/url-routing), often parametrized and part of a framework to define HTTP routes
+* [ip-routing](/topics/ip-routing)
+* [geo-routing](/topics/geo-routing) as part of [geospatial](/topics/geospatial) [public-transportation](/topics/public-transportation) and [maps](/topics/maps) service
diff --git a/topics/rpc/index.md b/topics/rpc/index.md
index 340b48150448..d7ee38e5bffa 100644
--- a/topics/rpc/index.md
+++ b/topics/rpc/index.md
@@ -5,5 +5,6 @@ short_description: RPC is a request–response communication protocol.
 topic: rpc
 logo: rpc.png
 wikipedia_url: https://en.wikipedia.org/wiki/Remote_procedure_call
+related: rest-api, graphql-api, soap, wsdl, grpc
 ---
-Remote procedure call (RPC) is when a computer program causes a procedure to execute in a different address space (commonly on another computer on a shared network), which is coded as if it were a normal (local) procedure call, without the programmer explicitly coding the details for the remote interaction.
+**Remote procedure call** (**RPC**) is when a computer program causes a procedure to execute in a different address space (commonly on another computer on a shared network), which is coded as if it were a normal (local) procedure call, without the programmer explicitly coding the details for the remote interaction.
diff --git a/topics/rspec/index.md b/topics/rspec/index.md
new file mode 100644
index 000000000000..bf99b15cafa4
--- /dev/null
+++ b/topics/rspec/index.md
@@ -0,0 +1,12 @@
+---
+display_name: RSpec
+short_description: rspec is a DSL for behaviour driven development for Ruby.
+topic: rspec
+logo: rspec.png
+wikipedia_url: https://en.wikipedia.org/wiki/RSpec
+github_url: https://github.com/rspec
+related: tdd, bdd, cucumber, minitest, gherkin, relish, domain-specific-language, jmock, capybara, ruby
+created_by: Andy Lindeman, Jon Rowe, Sam Phippen, Bradley Schaefer, Steven Baker, Dave Astels, Aslak Hellesøy
+released: May 18, 2007
+---
+**rspec** is a computer domain-specific language (DSL) testing tool written in the programming language Ruby to test Ruby code.  It is a behavior-driven development (BDD) framework which is extensively used in production applications. The basic idea behind this concept is that of test-driven development (TDD) where the tests are written first and the development is based on writing just enough code that will fulfill those tests followed by refactoring. It contains its own mocking framework that is fully integrated into the framework based upon JMock. The simplicity in the RSpec syntax makes it one of the popular testing tools for Ruby applications.
diff --git a/topics/rspec/rspec.png b/topics/rspec/rspec.png
new file mode 100644
index 000000000000..6db7582baa6e
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diff --git a/topics/rss/index.md b/topics/rss/index.md
index 67283f3f2180..065042a19701 100644
--- a/topics/rss/index.md
+++ b/topics/rss/index.md
@@ -1,8 +1,12 @@
 ---
+aliases: rfc4287, rfc-4287
 display_name: RSS
 logo: rss.png
 short_description: A standard for passing information from websites to users and applications.
 topic: rss
 wikipedia_url: https://en.wikipedia.org/wiki/RSS
+related: rdf, xml, atom-feed, websub
+released: March 15, 1999
+created_by: Dan Libby, Ramanathan V. Guha, RSS Advisory Board, RSS-DEV Working Group, Dave Winer, Jon Udell
 ---
-RSS is a web feed that allows users and applications to access updates to websites in a standardized, computer-readable format.
+**RSS** (**R**DF **S**ite **S**ummary or **R**eally **S**imple **S**yndication) is a web feed that allows users and applications to access updates to websites in a standardized, computer-readable format.
diff --git a/topics/runtime-node/index.md b/topics/runtime-node/index.md
new file mode 100644
index 000000000000..f6f400ed8ba1
--- /dev/null
+++ b/topics/runtime-node/index.md
@@ -0,0 +1,23 @@
+---
+display_name: Runtime Node
+short_description: A secure, distroless Node.js Docker base image built entirely FROM scratch.
+topic: runtime-node
+aliases: node-runtime, distroless-node, scratch-node, secure-node, hardened-node
+related: nodejs, docker, distroless, containers, security
+github_url: https://github.com/Runtimes-Node/Runtime-Node
+url: https://hub.docker.com/r/runtimenode/runtime-node
+logo: runtime-node.png
+created_by: Runtimes-Node
+---
+
+**[Runtime Node](https://github.com/Runtimes-Node/Runtime-Node)** is an open source, production-grade Docker base image tailored for executing [Node.js](https://github.com/topics/nodejs) applications. Managed by **[Runtimes-Node](https://github.com/Runtimes-Node)**, it provides developers with a strictly distroless runtime environment.
+
+Unlike traditional Node.js base images, Runtime Node is assembled `FROM scratch`. It completely eliminates the operating system layer, shells, package managers, and system utilities, retaining only the exact binaries required by Node.js.
+
+### Key Characteristics
+* **Zero-Bloat:** Radically reduced to ~45 MB compressed.
+* **Hardened Security:** Zero known vulnerabilities and a minimal attack surface.
+* **Production Ready:** Pre-configured with `NODE_ENV=production` and `TZ=UTC`.
+* **Multi-Platform:** Supports `linux/amd64` and `linux/arm64`.
+
+This distroless guarantee ensures code is shipped securely with no unnecessary tools to exploit.
\ No newline at end of file
diff --git a/topics/runtime-node/runtime-node.png b/topics/runtime-node/runtime-node.png
new file mode 100644
index 000000000000..660f435e029d
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diff --git a/topics/saas/index.md b/topics/saas/index.md
new file mode 100644
index 000000000000..d432c665ec79
--- /dev/null
+++ b/topics/saas/index.md
@@ -0,0 +1,9 @@
+---
+aliases: software-as-a-service
+display_name: Software as a service
+short_description: Software as a service is a software solution that comes shipped on a server, accessible through the cloud.
+related: cloud-computing, as-a-service, xaas, saass, multi-tenancy
+topic: saas
+wikipedia_url: https://en.wikipedia.org/wiki/Software_as_a_service
+---
+Instead of hosting software using a web hosting service or inhouse solution, **software as a service** doesn't just provide a software solution but it also comes shipped on a server, accessible through the cloud, usually shared with other tenants.
diff --git a/topics/sass/index.md b/topics/sass/index.md
index bd4331ab22f1..e49fb3f5765e 100644
--- a/topics/sass/index.md
+++ b/topics/sass/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: scss, sass-library, sass-mixins, sass-framework, scss-framework
+aliases: scss, sass-library, sass-mixins, sass-framework, scss-framework, sass-embedded, node-sass, libsass
 created_by: Hampton Catlin, Natalie Weizenbaum, Chris Eppstein
 display_name: Sass
 github_url: https://github.com/sass/sass
@@ -9,5 +9,6 @@ short_description: Sass is a stable extension to classic CSS.
 topic: sass
 url: http://sass-lang.com/
 wikipedia_url: https://en.wikipedia.org/wiki/Sass_(stylesheet_language)
+related: css, less, stylus, css-variables, css-nesting, scoped-css, yaml, haml, multiple-inheritance, css-modules
 ---
-Sass is a stylesheet language with a main implementation in Ruby. It is an extension of CSS that makes improvements to the old stylesheet format, such as being able to declare variables and using a cleaner nesting syntax.
+**Sass** is a stylesheet language with a main implementation in Ruby. It is an extension of CSS that makes improvements to the old stylesheet format, such as being able to declare variables and using a cleaner nesting syntax.
diff --git a/topics/satellite/index.md b/topics/satellite/index.md
new file mode 100644
index 000000000000..bad03d222ce8
--- /dev/null
+++ b/topics/satellite/index.md
@@ -0,0 +1,8 @@
+---
+display_name: satellite
+topic: satellite
+related: space, geospatial, science
+short_description: An object intentionally placed into orbit in outer space for a variety of uses.
+wikipedia_url: https://en.wikipedia.org/wiki/Satellite
+---
+A satellite or artificial satellite is an object intentionally placed into orbit in outer space. Satellites have a variety of uses, including communication relay, weather forecasting, navigation (GPS), broadcasting, scientific research, and Earth observation. Additional military uses are reconnaissance, early warning, signals intelligence and, potentially, weapon delivery. Other satellites include the final rocket stages that placed satellites in orbit and formerly useful satellites that are now defunct.
diff --git a/topics/scpsl-labapi/index.md b/topics/scpsl-labapi/index.md
new file mode 100644
index 000000000000..892e132f2954
--- /dev/null
+++ b/topics/scpsl-labapi/index.md
@@ -0,0 +1,11 @@
+---
+display_name: SCP:SL LabAPI
+short_description: A built-in plugin API for the game SCP:SL.
+topic: scpsl-labapi
+url: https://plugins.scpslgame.com/
+related: scp-sl, scpsl-plugin, scpsl-server, scpsl
+aliases: labapi
+github_url: https://github.com/northwood-studios/LabAPI
+created_by: Northwood Studios
+---
+LabAPI is the official server-side plugin loader for the game SCP: Secret Laboratory, and is created by Northwood Studios. Its API provides events and wrappers for game mechanics, to allow plugin developers to interact with the game.
diff --git a/topics/script/index.md b/topics/script/index.md
new file mode 100644
index 000000000000..dccc9b338585
--- /dev/null
+++ b/topics/script/index.md
@@ -0,0 +1,7 @@
+---
+aliases: scripts
+display_name: Script
+short_description: A program or sequence of instructions that is interpreted.
+topic: script
+---
+A program or sequence of instructions that is interpreted or carried out by another program rather than by the computer processor.
\ No newline at end of file
diff --git a/topics/sdl/index.md b/topics/sdl/index.md
new file mode 100644
index 000000000000..e6fcaf125e20
--- /dev/null
+++ b/topics/sdl/index.md
@@ -0,0 +1,14 @@
+---
+aliases: libsdl, sdl2, sdl3
+created_by: SDL Community
+display_name: Simple DirectMedia Layer
+github_url: https://github.com/libsdl-org
+logo: sdl.png
+related: game-engine, game-development
+released: 1998
+short_description: SDL is a cross-platform development library providing low level access to audio, keyboard, mouse, joystick, and graphics hardware.
+topic: sdl
+url: https://www.libsdl.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Simple_DirectMedia_Layer
+---
+Simple DirectMedia Layer (SDL) is a cross-platform software development library designed to provide a hardware abstraction layer for computer multimedia hardware components. Software developers can use it to write high-performance computer games and other multimedia applications that can run on many operating systems such as Android, iOS, Linux, macOS, and Windows. SDL manages video, audio, input devices, CD-ROM, threads, shared object loading, networking and timers. For 3D graphics, it can handle an OpenGL, Vulkan, Metal, or Direct3D context. The library is internally written in C, and provides the application programming interface in C, with bindings to other languages available. SDL is extensively used in the industry in both large and small projects. Over 700 games, 180 applications, and 120 demos have been posted on the library website.
diff --git a/topics/sdl/sdl.png b/topics/sdl/sdl.png
new file mode 100644
index 000000000000..99b2b9443319
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diff --git a/topics/sdmx/index.md b/topics/sdmx/index.md
new file mode 100644
index 000000000000..a960a692803e
--- /dev/null
+++ b/topics/sdmx/index.md
@@ -0,0 +1,10 @@
+---
+display_name: SDMX
+related: statistics, open-data, data-science
+short_description: SDMX is a global initiative and ISO standard to improve Statistical Data and Metadata eXchange.
+topic: sdmx
+url: https://sdmx.org/
+wikipedia_url: https://en.wikipedia.org/wiki/SDMX
+---
+SDMX (Statistical Data and Metadata eXchange) is a standardized framework for sharing statistical data and metadata. Developed by national statistical agencies, central banks, and international organizations, SDMX enables seamless exchange of structured data across systems. It encompasses RESTful web services, XML (SDMX-ML), JSON (SDMX-JSON), and CSV formats.
+
diff --git a/topics/semantic-web/index.md b/topics/semantic-web/index.md
new file mode 100644
index 000000000000..4fa5293c6f32
--- /dev/null
+++ b/topics/semantic-web/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Semantic Web
+short_description: The Semantic Web is an extension of the World Wide Web to make Internet data machine-readable. 
+topic: semantic-web
+related: semantic-html, rdf, linked-data, microformats, microdata
+wikipedia_url: https://en.wikipedia.org/wiki/Semantic_Web
+created_by: Tim Berners-Lee, James Alexander Hendler, Ora Lassila
+---
+The Semantic Web is an extension of the World Wide Web through standards set by the [World Wide Web Consortium (W3C)](https://github.com/topics/w3c). The goal of the Semantic Web is to make Internet data machine-readable.
+
+This can be seen in various aspects of web development, one being [semantic HTML](https://github.com/topics/semantic-html) as a way to give your [markup](https://github.com/topics/markup) meaning, [microformats](https://github.com/topics/microformats) like [schema.org](https://github.com/topics/schema-org) or [linked-data](https://github.com/topics/linked-data) like [json-ld](https://github.com/topics/json-ld). Another aspect is from the opposite perspective: Reading and interpreting data. This can be done with metadata via [RDF](https://github.com/topics/rdf).
diff --git a/topics/seo/index.md b/topics/seo/index.md
new file mode 100644
index 000000000000..85810a1c997f
--- /dev/null
+++ b/topics/seo/index.md
@@ -0,0 +1,9 @@
+---
+related: meta-tags, metatags
+aliases: search-engine-optimization
+display_name: Search engine optimization (SEO)
+short_description: SEO is the process of improving the quality and quantity of website traffic to a website or a web page from search engines.
+topic: seo
+wikipedia_url: https://en.wikipedia.org/wiki/Search_engine_optimization
+---
+As an Internet marketing strategy, search engine optimization considers how search engines work, the computer-programmed algorithms that dictate search engine behavior, what people search for, the actual search terms or keywords typed into search engines, and which search engines are preferred by their targeted audience. SEO is performed because a website will receive more visitors from a search engine when websites rank higher on the search engine results page (SERP). These visitors can then potentially be converted into customers.
diff --git a/topics/serious-engine/index.md b/topics/serious-engine/index.md
new file mode 100644
index 000000000000..31709e8ea545
--- /dev/null
+++ b/topics/serious-engine/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Serious Engine
+aliases: croteam-engine, serious-editor, serious-sam-engine
+short_description: Serious Engine is a game engine created by croteam for serious sam games.
+related: serious-sam, the-talos-principle
+topic: serious-engine
+---
+Serious Engine is a 2001 game engine created by croteam and published by devolver digital used for serious sam games.
\ No newline at end of file
diff --git a/topics/server-side-rendering/index.md b/topics/server-side-rendering/index.md
new file mode 100644
index 000000000000..0a9861583ef0
--- /dev/null
+++ b/topics/server-side-rendering/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Server-side rendering
+topic: server-side-rendering
+related: client-side-rendering, hydration, server-side-generation
+short_description: During server-side rendering, the content of a webpage is prepared on the server and only needs to be hydrated by the client.
+wikipedia_url: https://en.wikipedia.org/wiki/Server-side_scripting
+---
+When doing **server-side rendering**, in contrast to [client-side rendering](https://github.com/topics/client-side-rendering) the content of a webpage is prepared on the server and by the use of hydration made usable by the client.
diff --git a/topics/serverless/index.md b/topics/serverless/index.md
index cc49e2a74244..f62112e8170a 100644
--- a/topics/serverless/index.md
+++ b/topics/serverless/index.md
@@ -1,9 +1,10 @@
 ---
-aliases: serverless-architecture, serverless-examples
+aliases: serverless-architecture, serverless-examples, serverless-computing
 display_name: Serverless
 short_description: Serverless architecture refers to apps that depend on third-party
   services or custom code.
 topic: serverless
 wikipedia_url: https://en.wikipedia.org/wiki/Serverless_computing
+related: backend-as-a-service, functions-as-a-service, aws-lambda, google-cloud-platform
 ---
-Serverless architecture refers to apps that depend on third-party services (backend as a service, or BaaS) or custom code (functions as a service, or FaaS). Their goal is to free the developer and operator from managing the server their code runs on.
+**Serverless** architecture refers to apps that depend on third-party services (backend as a service, or BaaS) or custom code (functions as a service, or FaaS). Their goal is to free the developer and operator from managing the server their code runs on.
diff --git a/topics/shadcn-ui/index.md b/topics/shadcn-ui/index.md
new file mode 100644
index 000000000000..89677d52ac91
--- /dev/null
+++ b/topics/shadcn-ui/index.md
@@ -0,0 +1,13 @@
+---
+aliases: shadcn, shadcnui
+display_name: Shadcn UI
+short_description: shadcn ui is an open-source React library offering customizable, accessible components built with Tailwind CSS and Radix UI.
+topic: shadcn-ui
+logo: shadcn-ui.png
+url: https://ui.shadcn.com/
+github_url: https://github.com/shadcn-ui/ui
+related: nextjs, react, tailwindcss, radix-ui
+released: March 8, 2023
+---
+
+Shadcn ui is an open source React component library created with Tailwind CSS and Radix UI. It offers accessible, customizable UI components that developers can directly copy into their projects, providing full control over styling and functionality. It’s well-regarded for its developer-friendly approach and flexibility.
\ No newline at end of file
diff --git a/topics/shadcn-ui/shadcn-ui.png b/topics/shadcn-ui/shadcn-ui.png
new file mode 100644
index 000000000000..f8137d3334c7
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diff --git a/topics/shizuku/index.md b/topics/shizuku/index.md
new file mode 100644
index 000000000000..b2a47f04329c
--- /dev/null
+++ b/topics/shizuku/index.md
@@ -0,0 +1,12 @@
+---
+aliases: shizuku-app, shizuku-android
+created_by: RikkaApps
+display_name: Shizuku
+github_url: https://github.com/RikkaApps/Shizuku
+logo: shizuku.png
+related: android, android-app, adb
+short_description: Shizuku allows apps to use system APIs directly with ADB without requiring root access.
+topic: shizuku
+url: https://shizuku.rikka.app/
+---
+Shizuku is an Android framework that provides a way for applications to use system APIs that would normally require elevated privileges. By leveraging Android Debug Bridge (ADB) or root access, Shizuku creates a bridge between regular applications and system-level APIs, allowing developers to build powerful tools without requiring users to root their devices. This makes it particularly useful for system utility apps, file managers, and other applications that need deeper system integration while maintaining device security.
diff --git a/topics/shizuku/shizuku.png b/topics/shizuku/shizuku.png
new file mode 100644
index 000000000000..075f7181ee9d
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diff --git a/topics/sidekiq/index.md b/topics/sidekiq/index.md
new file mode 100644
index 000000000000..a6ee48b43f8c
--- /dev/null
+++ b/topics/sidekiq/index.md
@@ -0,0 +1,14 @@
+---
+created_by: Mike Perham
+display_name: Sidekiq
+github_url: https://github.com/mperham/sidekiq
+logo: sidekiq.png
+related: resque, activejob, delayed-job
+released: February 05, 2012
+short_description: Simple, efficient background processing for Ruby.
+topic: sidekiq
+url: https://sidekiq.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Sidekiq
+---
+Simple, efficient background processing for Ruby.  
+Sidekiq uses threads to handle many jobs at the same time in the same process. It does not require Rails but will integrate tightly with Rails to make background processing dead simple.
diff --git a/topics/sidekiq/sidekiq.png b/topics/sidekiq/sidekiq.png
new file mode 100644
index 000000000000..1b997566183a
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diff --git a/topics/simulation/index.md b/topics/simulation/index.md
new file mode 100644
index 000000000000..a28584565ba6
--- /dev/null
+++ b/topics/simulation/index.md
@@ -0,0 +1,10 @@
+---
+aliases: simulations
+created_by: The scientific and engineering community
+display_name: Simulation
+related: modeling, virtual-reality, computer-science, data-science
+short_description: Simulation involves creating a virtual model of a system to study its behavior under various conditions.
+topic: simulation
+wikipedia_url: https://en.wikipedia.org/wiki/Simulation
+---
+**Simulation** refers to the process of creating a virtual model of a real-world system to study its behavior and performance under various conditions. This topic covers the principles, methodologies, and applications of simulation in fields such as engineering, science, healthcare, and social sciences. Simulations can range from simple models to complex, interactive environments, allowing researchers and practitioners to test hypotheses, train individuals, and predict outcomes without the risks or costs associated with real-world experiments. The topic also explores different types of simulation software and tools, as well as best practices for designing and validating simulations.
diff --git a/topics/slack/index.md b/topics/slack/index.md
new file mode 100644
index 000000000000..1ae0ac345e4c
--- /dev/null
+++ b/topics/slack/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Slack Technologies
+display_name: Slack
+github_url: https://github.com/slackapi
+logo: slack.png
+released: August 2013
+short_description: Slack is a cloud-based instant messaging and collaboration platform for teams and organizations.
+topic: slack
+url: https://slack.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Slack_(software)
+---
+Slack is a cloud-based instant messaging and collaboration platform designed for teams and organizations to communicate and work together efficiently. It offers features such as channels, direct messaging, file sharing, and integration with various third-party applications. Slack is available on desktop and mobile devices, and has become a popular tool for remote work and team collaboration. It was released in August 2013 by Slack Technologies.
\ No newline at end of file
diff --git a/topics/slack/slack.png b/topics/slack/slack.png
new file mode 100644
index 000000000000..87aedadd3872
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diff --git a/topics/smoke-tests/index.md b/topics/smoke-tests/index.md
new file mode 100644
index 000000000000..91877b72db66
--- /dev/null
+++ b/topics/smoke-tests/index.md
@@ -0,0 +1,9 @@
+---
+aliases: smoke-test
+display_name: Smoke Tests
+related: testing, e2e-tests, integration-tests, unit-tests
+short_description: Smoke tests are preliminary or sanity tests to reveal simple failures severe enough to abort a software release or deployment.
+topic: smoke-tests
+wikipedia_url: https://en.wikipedia.org/wiki/Smoke_testing_(software)
+---
+Smoke tests are preliminary or sanity tests to quickly reveal simple failures severe enough to abort a software release or deployment, or before doing more fine-grained testing.
diff --git a/topics/software-challenge-germany/index.md b/topics/software-challenge-germany/index.md
new file mode 100644
index 000000000000..3ff7f3dd07a6
--- /dev/null
+++ b/topics/software-challenge-germany/index.md
@@ -0,0 +1,15 @@
+---
+aliases: softwarechallengegermany
+display_name: Software-Challenge Germany
+github_url: https://github.com/software-challenge
+logo: software-challenge-germany.png
+released: 2004
+short_description: Programming competition for students, held by the CAU Kiel and FH Wedel.
+topic: software-challenge-germany
+url: https://software-challenge.de
+---
+
+The Software-Challenge Germany is a programming competition held by the CAU Kiel and FH Wedel. A new board game is chosen annually and implemented as a computer game by the organizers.
+
+The task for the student teams is to write a client that will play the game against the clients of other participants. Inexperienced students can always get help from tutors of the CAU Kiel.
+Dedicated students have the chance to win one of up to 100 scholarships for the CAU Kiel.
diff --git a/topics/software-challenge-germany/software-challenge-germany.png b/topics/software-challenge-germany/software-challenge-germany.png
new file mode 100644
index 000000000000..460af374af85
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diff --git a/topics/software-engineering/index.md b/topics/software-engineering/index.md
new file mode 100644
index 000000000000..505b8440f29c
--- /dev/null
+++ b/topics/software-engineering/index.md
@@ -0,0 +1,10 @@
+---
+aliases: software-development, software-design
+created_by: Software engineers
+display_name: Software Engineering
+related: programming, project-management, quality-assurance, computer-science
+short_description: Software Engineering involves the application of engineering principles to software development.
+topic: software-engineering
+wikipedia_url: https://en.wikipedia.org/wiki/Software_engineering
+---
+**Software Engineering** is the discipline of applying engineering principles and practices to the creation, maintenance, and design of software for a variety of applications. This topic covers a broad range of areas including requirements analysis, software design, programming, project management, testing, and maintenance. It emphasizes systematic, disciplined, and quantifiable approaches to the successful development of high-quality, reliable software systems.
diff --git a/topics/software/index.md b/topics/software/index.md
new file mode 100644
index 000000000000..3082f46a7803
--- /dev/null
+++ b/topics/software/index.md
@@ -0,0 +1,10 @@
+---
+aliases: software-applications, software-programs
+created_by: Software engineers
+display_name: Software
+related: software-development, computer-science, programming
+short_description: Software refers to programs and applications that perform specific tasks on computers.
+topic: software
+wikipedia_url: https://en.wikipedia.org/wiki/Software
+---
+**Software** refers to a collection of data or computer instructions that tell the computer how to work. This topic covers a wide range of software types, including system software, application software, and middleware, as well as the processes involved in software development. It explores the creation, use, and impact of software in various fields, from business and education to entertainment and science.
diff --git a/topics/source-2-engine/index.md b/topics/source-2-engine/index.md
new file mode 100644
index 000000000000..34b91e81b829
--- /dev/null
+++ b/topics/source-2-engine/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Source 2 Engine
+short_description: Source 2 is a 2015 engine created by valve.
+aliases: source-2, source2
+related: half-life-alyx, dota-2, steamvr
+topic: source-2-engine
+logo: source-2-engine.png
+---
+Source 2 is a 2015 engine created by valve for half-life alyx and counter-strike.
diff --git a/topics/source-2-engine/source-2-engine.png b/topics/source-2-engine/source-2-engine.png
new file mode 100644
index 000000000000..e39259559553
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diff --git a/topics/source-engine/index.md b/topics/source-engine/index.md
new file mode 100644
index 000000000000..b7be6b29de06
--- /dev/null
+++ b/topics/source-engine/index.md
@@ -0,0 +1,12 @@
+---
+aliases: source-2013, source-sdk, source-1
+display_name: Source
+short_description: Source is game engine developed by valve software for half-life 2.
+topic: source-engine
+logo: source-engine.png
+wikipedia_url: https://en.wikipedia.org/wiki/Source_(game_engine)
+related: half-life-2, source-filmmaker, team-fortress-2, portal
+---
+Source engine is a game engine published by valve software in 2004 and used for games like half-life 2.
+
+
diff --git a/topics/source-engine/source-engine.png b/topics/source-engine/source-engine.png
new file mode 100644
index 000000000000..d45eed3be5c3
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diff --git a/topics/southpaw-engine/index.md b/topics/southpaw-engine/index.md
new file mode 100644
index 000000000000..00075b46bbdf
--- /dev/null
+++ b/topics/southpaw-engine/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Southpaw Engine
+short_description: The southpaw is a game engine created by torus games.
+aliases: doom-advance, duke-nukem-advance
+related: doom-gba, dukenukem-gba
+topic: southpaw-engine
+---
+The southpaw is a game engine created by torus games and used for game boy editions of doom and duke nukem.
\ No newline at end of file
diff --git a/topics/spa/index.md b/topics/spa/index.md
new file mode 100644
index 000000000000..4cf83c8dcc3d
--- /dev/null
+++ b/topics/spa/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Single-page application (SPA)
+short_description: Single-page applications are client-side applications that combine the logic for different contents into one page.
+topic: spa
+related: mpa, vuejs, reactjs, svelte, astro, angular, emberjs, javascript, routing, pushstate
+wikipedia_url: https://en.wikipedia.org/wiki/Single-page_application
+---
+**Single-page applications** (**SPA**) are client-side applications that don't route via different pages but rather combine the logic for different contents into one page. This was historically achieved via hashbang URI fragments (`#!`). With the introduction of the [`pushState` API](https://developer.mozilla.org/en-US/docs/Web/API/History/pushState), this state can now be properly used within the browser history, in bookmarks and sharing.
+
+Another important point for SPA was the lack of proper [SEO](https://github.com/topics/seo) but developers and frameworks found ways around that.
diff --git a/topics/spacetraders/index.md b/topics/spacetraders/index.md
new file mode 100644
index 000000000000..9d69897c5078
--- /dev/null
+++ b/topics/spacetraders/index.md
@@ -0,0 +1,10 @@
+---
+topic: spacetraders
+aliases: spacetraders-api, spacetraders-client, spacetraders-gui, spacetraders-v2
+display_name: SpaceTraders
+related: video-games
+short_description: A learning platform and online game that exposes a REST API.
+github_url: https://github.com/SpaceTradersAPI
+url: https://spacetraders.io/
+---
+SpaceTraders is an API-based game where you manage a fleet of ships to explore, trade, and fight across the galaxy. It is both a fun online game and an accessible network API that enables learning how to program network clients.
diff --git a/topics/sports-game/index.md b/topics/sports-game/index.md
index 83652a0c8879..03cac35e568d 100644
--- a/topics/sports-game/index.md
+++ b/topics/sports-game/index.md
@@ -1,8 +1,7 @@
 ---
 display_name: sports-game
 topic: sports-game
-aliases: sports
 short_description: A genre of video game.
 wikipedia_url: https://en.wikipedia.org/wiki/Sports_game
 ---
-A video game genre that simulates the practice of sports.
\ No newline at end of file
+A video game genre that simulates the practice of sports.
diff --git a/topics/sports/index.md b/topics/sports/index.md
new file mode 100644
index 000000000000..d4675803244d
--- /dev/null
+++ b/topics/sports/index.md
@@ -0,0 +1,9 @@
+---
+display_name: Sports
+topic: sports
+aliases: sport
+short_description: Any physical activity or a game featuring skills or fitness.
+related: cycling, soccer, volleyball, running, swimming, tennis, basketball, bodybuilding, rugby, olympics
+wikipedia_url: https://en.wikipedia.org/wiki/Sport
+---
+Sports often consists of physical activities or a game that requires some skills or physical abilities. Sports can be teamsports as well as solo-sports, and they can be practiced indoor as well as outdoor. Practicing sports often improves overall health and mental wellness. While some people take parts to big events in order to compete agains each other, like the Olympics or the Paralympics, other people prefer to practice sports as a hobby.
diff --git a/topics/spreadsheet/index.md b/topics/spreadsheet/index.md
new file mode 100644
index 000000000000..b8524fc03921
--- /dev/null
+++ b/topics/spreadsheet/index.md
@@ -0,0 +1,16 @@
+---
+aliases: spreadsheets
+display_name: Spreadsheet
+short_description: A spreadsheet is a computer application for computation, organization, analysis and storage of data in tabular form.
+topic: spreadsheet
+related: google-sheets, excel, gnumeric, openoffice-calc, libreoffice-calc, office-suite
+wikipedia_url: https://en.wikipedia.org/wiki/Spreadsheet
+---
+A **spreadsheet** is a computer application for computation, organization, analysis and storage of data in tabular form. Spreadsheets were developed as computerized analogs of paper accounting worksheets.
+
+# Solutions
+* [**Google**](https://github.com/topics/google): [GSuite](https://github.com/topics/gsuite) [Google Sheets](https://github.com/topics/google-sheets)
+* [**Microsoft**](https://github.com/topics/microsoft): [MS Office](https://github.com/topics/ms-office) [Excel](https://github.com/topics/excel)
+* [**Apple**](https://github.com/topics/apple): Numbers
+* [**GNOME**](https://github.com/topics/gnome): [Gnumeric](https://github.com/topics/gnumeric)
+* [**OpenOffice**](https://github.com/topics/openoffice): [Calc](https://github.com/topics/openoffice-calc)/[**LibreOffice**](https://github.com/topics/libreoffice): [Calc](https://github.com/topics/libreoffice-calc)
diff --git a/topics/spring-mvc/index.md b/topics/spring-mvc/index.md
new file mode 100644
index 000000000000..1034a931b91a
--- /dev/null
+++ b/topics/spring-mvc/index.md
@@ -0,0 +1,14 @@
+---
+aliases: springmvc, spring-webmvc
+created_by: Rod Johnson, Pivotal Software
+display_name: Spring MVC
+github_url: https://github.com/spring-projects/spring-framework
+logo: spring-mvc.png
+released: October 2002
+short_description: Spring MVC is a framework for building web applications as part of the Spring Framework.
+topic: spring-mvc
+url: https://spring.io/projects/spring-framework
+wikipedia_url: https://en.wikipedia.org/wiki/Spring_Framework#Spring_Web_MVC
+related: spring-framework, java, web-development, rest
+---
+**Spring MVC** (Model-View-Controller) is a framework for building web applications within the larger Spring Framework. Introduced by Rod Johnson and Pivotal Software, Spring MVC provides a comprehensive programming and configuration model for modern Java-based enterprise applications. It offers a flexible way to create and manage web components, integrating seamlessly with other Spring modules. This topic covers the architecture of Spring MVC, its core components such as controllers, views, and models, as well as best practices for building robust and scalable web applications. 
diff --git a/topics/spring-mvc/spring-mvc.png b/topics/spring-mvc/spring-mvc.png
new file mode 100644
index 000000000000..d34b47992f17
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diff --git a/topics/squirrel-lang/index.md b/topics/squirrel-lang/index.md
new file mode 100644
index 000000000000..3f87f5281555
--- /dev/null
+++ b/topics/squirrel-lang/index.md
@@ -0,0 +1,12 @@
+---
+aliases: alberto-demichelis
+created_by: Alberto Demichelis
+display_name: Squirrel
+github_url: https://github.com/albertodemichelis/squirrel
+released: 2003
+short_description: Squirrel is a high-level object-oriented scripting language.
+topic: squirrel-lang
+url: https://squirrel-lang.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Squirrel_(programming_language)
+---
+Squirrel is a high-level object-oriented scripting language used to develop video games. It was designed to be lightweight, so it doesn't use lots of memory. Squirrel supports classes, threads, tables, etc.
diff --git a/topics/sre/index.md b/topics/sre/index.md
new file mode 100644
index 000000000000..8770a9d82163
--- /dev/null
+++ b/topics/sre/index.md
@@ -0,0 +1,8 @@
+---
+aliases: site-reliability-engineering
+display_name: SRE
+short_description: Site reliability engineering (SRE) is a software engineering approach to IT operations.
+topic: sre
+wikipedia_url: https://en.wikipedia.org/wiki/Site_reliability_engineering
+---
+Site reliability engineering (SRE) is a set of principles and practices that incorporates aspects of software engineering and applies them to infrastructure and operations problems. The main goals are to create scalable and highly reliable software systems. Site reliability engineering is closely related to DevOps, a set of practices that combine software development and IT operations, and SRE has also been described as a specific implementation of DevOps.
\ No newline at end of file
diff --git a/topics/sso/index.md b/topics/sso/index.md
new file mode 100644
index 000000000000..8f457dc83f1a
--- /dev/null
+++ b/topics/sso/index.md
@@ -0,0 +1,10 @@
+---
+aliases: single-sign-on
+topic: sso
+display_name: Single sign-on (SSO)
+short_description: Single sign-on is an auth scheme that allows a user to log in with a single ID to related, yet independent, software systems.
+related: openid, oidc, saml, active-directory, smart-card, jwt, social-login
+---
+**Single sign-on** (**SSO**) is an authentication scheme that allows a user to log in with a single ID to any of several related, yet independent, software systems. SSO supporters place emphasis on it reducing the risk of password fatigue and improvement of usability in terms of perceived corperate identity between different services of the same provider.
+
+Conversely, **single sign-off** or **single log-out** (**SLO**) is the property whereby a single action of signing out terminates access to multiple software systems. 
diff --git a/topics/stackql/index.md b/topics/stackql/index.md
new file mode 100644
index 000000000000..31fe7d472892
--- /dev/null
+++ b/topics/stackql/index.md
@@ -0,0 +1,19 @@
+---
+aliases: infraql
+created_by: Jeffrey Aven and Kieran Rimmer
+display_name: StackQL
+released: July 2021
+short_description: StackQL allows users to query and interact with cloud resources in real-time using SQL.
+topic: stackql
+url: https://stackql.io/
+logo: stackql.png
+---
+StackQL is an open source tool enabling developers and analysts to query and interact with cloud and SaaS services using a SQL grammar and an ORM that maps to the particular cloud or SaaS provider.  
+
+StackQL includes a SQL parser, DAG planner, and executor, which transpiles SQL statements to provider API requests, returning responses as tabular data (with support for complex objects and arrays).  
+
+StackQL can be used for cloud/SaaS inventory, reporting, and analysis, with the ability to correlate data across cloud providers using SQL `JOIN` operations.  
+
+StackQL can also be used for traditional infrastructure-as-code operations such as scaffolding, provisioning, and de-provisioning, as well as lifecycle operations such as starting or stopping VM instances, activating/deactivating users, etc.  StackQL routines can source configuration data or variables from `json` or [`jsonnet`](https://github.com/google/jsonnet) files.  
+
+StackQL providers are defined by extensions to the providers OpenAPI specification, more information can be found at [stackql/stackql-provider-registry](https://github.com/stackql/stackql-provider-registry) and [stackql/openapi-doc-util](https://github.com/stackql/openapi-doc-util).  
diff --git a/topics/stackql/stackql.png b/topics/stackql/stackql.png
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diff --git a/topics/stata/index.md b/topics/stata/index.md
new file mode 100644
index 000000000000..1eb80a3e5fb1
--- /dev/null
+++ b/topics/stata/index.md
@@ -0,0 +1,14 @@
+---
+aliases: stata-command, stata-packages, stata-package
+display_name: Stata
+created_by: StataCorp
+logo: stata.png
+related: mata, stata-schemes, data-visualization, data-analysis, data-science
+short_description: Stata is a general-purpose statistical software package for data manipulation, visualization, statistics, and automated reporting.
+topic: stata
+url: https://stata.com
+wikipedia_url: https://en.wikipedia.org/wiki/Stata
+---
+Stata is a general-purpose statistical software package used for data analysis, data management, and graphics. The software is available in both command-line and graphical user interface versions, and it is known for its flexibility and scalability. Stata can handle large datasets and offers a wide range of statistical procedures, including descriptive statistics, inferential statistics, and advanced econometrics. Additionally, it has strong data management capabilities, making it a popular choice for data cleaning and preparation tasks. Stata has a large community of users and developers who have created a vast collection of user-written commands and programs that extend its functionality.
+
+
diff --git a/topics/stata/stata.png b/topics/stata/stata.png
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diff --git a/topics/static-code-analysis/index.md b/topics/static-code-analysis/index.md
new file mode 100644
index 000000000000..2aa8e1285a92
--- /dev/null
+++ b/topics/static-code-analysis/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Static code analysis
+short_description: Static program analysis is the analysis a program without executing it.
+topic: static-code-analysis
+related: dynamic-code-analysis, testing
+aliases: static-program-analysis
+---
+Static program analysis (or static analysis) is the analysis of computer programs performed without executing them, in contrast with dynamic program analysis, which is performed on programs during their execution.
diff --git a/topics/stem/index.md b/topics/stem/index.md
new file mode 100644
index 000000000000..b073818c8f00
--- /dev/null
+++ b/topics/stem/index.md
@@ -0,0 +1,9 @@
+---
+aliases: stem-education
+display_name: STEM
+short_description: STEM is an acronym for science, technology, engineering, and mathematics.
+topic: stem
+wikipedia_url: https://en.wikipedia.org/wiki/Science%2C_technology%2C_engineering%2C_and_mathematics
+---
+
+The acronym STEM refers to the academic disciplines of science, technology, engineering, and mathematics. The idea of STEM education is to teach students in these four disciplines with an interdisciplinary and applied approach. The acronym was coined by the United States National Science Foundation in 2001 to encourage schools to teach these subjects in an integrated way. The purpose of STEM education is to prepare students for the jobs of the future. STEM education has been implemented in schools across the United States and around the world.
diff --git a/topics/stylus/index.md b/topics/stylus/index.md
new file mode 100644
index 000000000000..a232f0bc995d
--- /dev/null
+++ b/topics/stylus/index.md
@@ -0,0 +1,12 @@
+---
+topic: stylus
+display_name: Stylus (Disambiguation)
+related: stylus-css, stylus-ext, stylish
+short_description: Stylus can either refer to the stylus style sheet language or the stylus browser extension.
+wikipedia_url: https://en.wikipedia.org/wiki/Stylus_(disambiguation)
+---
+**Stylus** can mean the following things:
+* [stylus-css](/topics/stylus-css)
+* [stylus-ext](/topics/stylus-ext) (fork of [stylish](/topics/stylish))
+
+Generally speaking, a stylus is a [writing utensil](https://en.wikipedia.org/wiki/Stylus), which also has a [digital pendant](https://en.wikipedia.org/wiki/Digital_pen) and a [computing device](https://en.wikipedia.org/wiki/Stylus_(computing)) named after it due to their similar appearance.
diff --git a/topics/suckless/index.md b/topics/suckless/index.md
new file mode 100644
index 000000000000..6a1b7dd184b3
--- /dev/null
+++ b/topics/suckless/index.md
@@ -0,0 +1,11 @@
+---
+aliases: suckless-org
+created_by: Anselm R. Garbe
+display_name: suckless.org
+logo: suckless.png
+short_description: software that sucks less.
+topic: suckless
+url: https://suckless.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Suckless.org
+---
+Suckless software is quality software with a focus on simplicity, clarity, and frugality.
diff --git a/topics/suckless/suckless.png b/topics/suckless/suckless.png
new file mode 100644
index 000000000000..9ccbb24e8138
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diff --git a/topics/sui/index.md b/topics/sui/index.md
new file mode 100644
index 000000000000..ca3a2cabcd10
--- /dev/null
+++ b/topics/sui/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Mysten Labs
+display_name: Sui
+logo: sui.png
+released: May 3, 2023
+short_description: Sui is a high-performance, object-centric blockchain for smart contracts and digital assets.
+topic: sui
+related: blockchain, cryptocurrency, move-language
+url: https://sui.io/
+github_url: https://github.com/MystenLabs/sui
+wikipedia_url: https://en.wikipedia.org/wiki/Sui_(blockchain)
+---
+Sui is a decentralized, permissionless blockchain designed for instant finality, low latency, and high throughput. It uses the Move programming language to enable scalable and secure smart contract development, and introduces a novel object-centric model that allows parallel transaction execution.
\ No newline at end of file
diff --git a/topics/sui/sui.png b/topics/sui/sui.png
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index 000000000000..f9e2ee6a3361
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diff --git a/topics/supabase/index.md b/topics/supabase/index.md
index e6d91a48d4c5..38a8f779a0ef 100644
--- a/topics/supabase/index.md
+++ b/topics/supabase/index.md
@@ -6,11 +6,11 @@ github_url: https://github.com/supabase/supabase
 logo: supabase.png
 related: database, react, postgres, sql, firebase
 released: February 2020 # Earliest Date I could find
-short_description: Supabase is a Open-Souce Firebase Alternative.
+short_description: Supabase is a Open-Source Firebase Alternative.
 topic: supabase
 url: https://supabase.com
 ---
 
-Supabase is an Open-Souce Firebase Alternative.
+Supabase is an Open-Source Firebase Alternative.
 
 It's been in development since April 2015 and is currently in production at [supabase.com](https://supabase.com). It's built on top of [PostgreSQL](https://www.postgresql.org/), [GoTrue](https://github.com/netlify/gotrue), [Kong](https://github.com/Kong/kong), and [PostgREST](https://postgrest.org/).
diff --git a/topics/superproductivity/index.md b/topics/superproductivity/index.md
new file mode 100644
index 000000000000..ba50ed179b8e
--- /dev/null
+++ b/topics/superproductivity/index.md
@@ -0,0 +1,11 @@
+---
+display_name: superProductivity
+short_description: superProductivity is a free open source to-do list and time tracker with Pomodoro, timeboxing, and Jira/GitHub integrations.
+topic: superproductivity
+url: https://super-productivity.com
+logo: superproductivity.png
+related: productivity, todo, time-tracking, pomodoro, task-management, jira, github-issues
+---
+superProductivity is a cross-platform, privacy-focused task management and time tracking application designed especially for developers and power users. It combines to-do lists, timeboxing, automatic time tracking, break reminders, anti-procrastination tools, notes, and deep integrations with issue trackers (Jira, GitHub Issues, GitLab, Open Project). 
+
+The app is completely free, open source (MIT license), runs offline-first, collects no data, and is available on Windows, macOS, Linux, Android, and as a web app. The main repository is [johannesjo/super-productivity](https://github.com/johannesjo/super-productivity) with over 13k stars.
diff --git a/topics/superproductivity/superproductivity.png b/topics/superproductivity/superproductivity.png
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index 000000000000..3d29d1cc658b
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diff --git a/topics/svg/index.md b/topics/svg/index.md
new file mode 100644
index 000000000000..06b3c70fd018
--- /dev/null
+++ b/topics/svg/index.md
@@ -0,0 +1,11 @@
+---
+topic: svg
+display_name: SVG
+logo: svg.png
+released: September 4, 2001
+short_description: SVG is an XML-based markup language for describing two-dimensional based vector graphics.
+url: https://www.w3.org/Graphics/SVG/
+wikipedia_url: https://en.wikipedia.org/wiki/Scalable_Vector_Graphics
+related: xml
+---
+Scalable Vector Graphics (SVG) is an XML-based vector image format for defining two-dimensional graphics, having support for interactivity and animation. The SVG specification is an open standard developed by the World Wide Web Consortium (W3C) since 1999.
diff --git a/topics/svg/svg.png b/topics/svg/svg.png
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diff --git a/topics/swift-vapor/index.md b/topics/swift-vapor/index.md
new file mode 100644
index 000000000000..dd3a1a0b1ce4
--- /dev/null
+++ b/topics/swift-vapor/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Tanner Nelson
+display_name: Vapor
+logo: swift-vapor.png
+released: September 2016
+short_description: Swift Vapor is an open source Swift web framework used to build high performance, server-side applications.
+topic: swift-vapor
+url: https://vapor.codes
+---
+Swift Vapor is an open source Swift web framework used to build high performance, server side applications.
diff --git a/topics/swift-vapor/swift-vapor.png b/topics/swift-vapor/swift-vapor.png
new file mode 100644
index 000000000000..82dead04fe7a
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diff --git a/topics/syntax-highlighting/index.md b/topics/syntax-highlighting/index.md
new file mode 100644
index 000000000000..d17a7ae3b232
--- /dev/null
+++ b/topics/syntax-highlighting/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Syntax Highlighting
+short_description: A feature of text editors that displays text in different colors.
+topic: syntax-highlighting
+wikipedia_url: https://en.wikipedia.org/wiki/Syntax_highlighting
+---
+Syntax highlighting is a feature of text editors that are used for programming, scripting, or markup languages that displays text, especially source code, in different colors and fonts according to a category of terms.
\ No newline at end of file
diff --git a/topics/t3-stack/index.md b/topics/t3-stack/index.md
new file mode 100644
index 000000000000..b826447cac1c
--- /dev/null
+++ b/topics/t3-stack/index.md
@@ -0,0 +1,18 @@
+---
+aliases: t3
+created_by: T3 Open Source
+display_name: T3 Stack
+github_url: https://github.com/t3-oss
+short_description: The T3 Stack is a web development stack focused on simplicity, modularity, and full-stack typesafety.
+topic: t3-stack
+url: https://create.t3.gg
+---
+
+The T3 Stack is a web development stack made by [Theo](https://twitter.com/t3dotgg) focused on simplicity, modularity, and full-stack type safety. It consists of:
+
+- [Next.js](https://nextjs.org)
+- [tRPC](https://trpc.io)
+- [Tailwind CSS](https://tailwindcss.com)
+- [TypeScript](https://typescriptlang.org)
+- [Prisma](https://prisma.io)
+- [NextAuth.js](https://next-auth.js.org)
diff --git a/topics/tailwind/index.md b/topics/tailwind/index.md
index 5cfef6598dae..7da0ebeb1728 100644
--- a/topics/tailwind/index.md
+++ b/topics/tailwind/index.md
@@ -2,12 +2,13 @@
 aliases: tailwind-css, tailwindcss, tailwind-scaffolding
 created_by: Adam Wathan, Jonathan Reinink, David Hemphill, Steve Schoger
 display_name: Tailwind CSS
-github_url: https://github.com/tailwindcss
+github_url: https://github.com/tailwindlabs/tailwindcss
 logo: tailwind.png
-related: framework, css, postcss, css-framework
+related: postcss, css-framework, zurb-foundation, bootstrap, media-queries, responsive-design, jit, mobile-first, component-driven, color-scheme
 released: October 2017
 short_description: Tailwind is a utility-first CSS framework.
 topic: tailwind
 url: https://tailwindcss.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Tailwind_CSS
 ---
-Tailwind is an utility-first CSS framework for rapid UI development written in PostCSS and configured through JavaScript, making it highly customizable by design. Tailwind doesn’t have a default theme nor built-in UI components. This means it has no opinion about how your site should look and doesn’t impose design decisions that can be difficult to undo.
+**Tailwind** is an utility-first CSS framework for rapid UI development written in PostCSS and configured through JavaScript, making it highly customizable by design. Tailwind doesn’t have a default theme nor built-in UI components. This means it has no opinion about how your site should look and doesn’t impose design decisions that can be difficult to undo.
diff --git a/topics/tailwind/tailwind.png b/topics/tailwind/tailwind.png
index 244801d1c2fb..d9a7f7017d61 100644
Binary files a/topics/tailwind/tailwind.png and b/topics/tailwind/tailwind.png differ
diff --git a/topics/tas/index.md b/topics/tas/index.md
new file mode 100644
index 000000000000..e18676a52f63
--- /dev/null
+++ b/topics/tas/index.md
@@ -0,0 +1,8 @@
+---
+aliases: tool-assisted-speedrun
+display_name: TAS
+short_description: Tool-assisted speedrunning is a type of video game speedrun, optimized with TAS software.
+topic: tas
+wikipedia_url: https://en.wikipedia.org/wiki/Tool-assisted_speedrun
+---
+A tool-assisted speedrun is a video game speedrun that has been optimized via TAS software, a special set of tools made to assist with speedrunning. These tools usually include frame advance, which can step through frames one at a time and pause gameplay, TASInput, which can send precise controller, mouse, and keyboard inputs to the game, and savestates, which can be used to return to an earlier state of gameplay to further optimize. Tool-assisted speedruns are not accepted on regular speedrun leaderboards due to the modified gameplay.
diff --git a/topics/taskfile/index.md b/topics/taskfile/index.md
new file mode 100644
index 000000000000..b9b93d8889ce
--- /dev/null
+++ b/topics/taskfile/index.md
@@ -0,0 +1,16 @@
+---
+aliases: taskfiles
+display_name: Taskfile
+github_url: https://github.com/go-task/task
+logo: taskfile.png
+short_description: Task is a task runner or build-tool that aims to be simpler and easier to use.
+topic: taskfile
+url: https://taskfile.dev/
+---
+
+Task is an open source task runner or build-tool that aims to be simpler and
+easier to use than, for example, GNU Make.
+
+It is language agnostic and uses a simple YAML file to define tasks. It knows
+when tasks need to be rerun or not, it can use includes and run tasks in
+parallel.
diff --git a/topics/taskfile/taskfile.png b/topics/taskfile/taskfile.png
new file mode 100644
index 000000000000..67d07d6a3ce8
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diff --git a/topics/tauri/index.md b/topics/tauri/index.md
new file mode 100644
index 000000000000..d34d0f18b0ec
--- /dev/null
+++ b/topics/tauri/index.md
@@ -0,0 +1,13 @@
+---
+display_name: Tauri
+github_url: https://github.com/tauri-apps/tauri
+logo: tauri.png
+short_description: Tauri is a framework for building tiny, blazingly fast binaries for all major desktop platforms.
+topic: tauri
+url: https://tauri.app/
+related: electron, nativephp, pwa, qt, hta, cross-platform, wails
+---
+
+**Tauri** is a framework for building tiny, blazingly fast binaries for all major desktop platforms. Developers can integrate any front-end framework that compiles to HTML, JS and CSS for building their user interface. The backend of the application is a rust-sourced binary with an API that the front-end can interact with.
+
+The user interface in Tauri apps currently leverages tao as a window handling library on macOS and Windows, and gtk on Linux via the Tauri-team incubated and maintained WRY, which creates a unified interface to the system webview (and other goodies like Menu and Taskbar), leveraging WebKit on macOS, WebView2 on Windows and WebKitGTK on Linux.
diff --git a/topics/tauri/tauri.png b/topics/tauri/tauri.png
new file mode 100644
index 000000000000..468bd1ca25e3
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diff --git a/topics/tdd/index.md b/topics/tdd/index.md
new file mode 100644
index 000000000000..28d15942c539
--- /dev/null
+++ b/topics/tdd/index.md
@@ -0,0 +1,20 @@
+---
+aliases: test-driven-development
+created_by: Kent Beck, D.D. McCracken
+display_name: Test-driven development
+released: 1957
+short_description: Test-driven development is a development process with a test-first approach relying on requirements being converted to test cases.
+topic: tdd
+wikipedia_url: https://en.wikipedia.org/wiki/Test-driven_development
+related: atdd, bdd, testing, extreme-programming, continuous-testing
+---
+**Test-driven development** (**TDD**) is a software development process relying on software requirements being converted to test cases before software is fully developed, and tracking all software development by repeatedly testing the software against all test cases. This is as opposed to software being developed first and test cases created later. Programmers also apply the concept to improving and debugging legacy code developed with older techniques.
+
+# Process
+1. Add a test
+2. Run all tests. The new test should fail for expected reasons
+3. Write the simplest code that passes the new test
+4. All tests should now pass
+5. Refactor as needed, using tests after each refactor to ensure that functionality is preserved
+
+Repeat.
diff --git a/topics/teamfight-tactics/index.md b/topics/teamfight-tactics/index.md
new file mode 100644
index 000000000000..5bea8f1a9330
--- /dev/null
+++ b/topics/teamfight-tactics/index.md
@@ -0,0 +1,19 @@
+---
+aliases: teamfighttactics
+created_by: Riot Games
+display_name: Teamfight Tactics
+logo: teamfight-tactics.png
+related: riot-games, league-of-legends, legends-of-runeterra, valorant
+released: June 26, 2019
+short_description: Teamfight Tactics is an auto battler game developed and published by Riot Games.
+topic: teamfight-tactics
+url: https://teamfighttactics.leagueoflegends.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Teamfight_Tactics
+---
+
+Teamfight Tactics (TFT) is an auto battler game developed and published by Riot Games. The game is a spinoff of League of Legends and is based on Dota Auto Chess, where players compete online against seven other opponents by building a team to be the last one standing.
+
+### Community & Support
+- [APIs](https://developer.riotgames.com/apis)
+- [Documentation](https://developer.riotgames.com/docs/tft)
+- [Riot Games Third-Party Developer Community on Discord](https://discord.com/invite/riotgamesdevrel)
diff --git a/topics/teamfight-tactics/teamfight-tactics.png b/topics/teamfight-tactics/teamfight-tactics.png
new file mode 100644
index 000000000000..f1c6a9bfb02c
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diff --git a/topics/telegram/index.md b/topics/telegram/index.md
index 0fba2e6361b8..05c7466a21d5 100644
--- a/topics/telegram/index.md
+++ b/topics/telegram/index.md
@@ -1,6 +1,6 @@
 ---
 aliases: telegram-client, telegram-bot, telegram-api
-created_by: Telegram Messenger LLP
+created_by: Telegram Messenger LLP, Telegram FZ LLC, Telegram Messenger Inc., Nikolai Durov, Pavel Durov
 display_name: Telegram
 github_url: https://github.com/TelegramMessenger
 logo: telegram.png
@@ -9,5 +9,6 @@ short_description: Telegram is a non-profit, cloud-based instant messaging servi
 topic: telegram
 url: https://telegram.org/
 wikipedia_url: https://en.wikipedia.org/wiki/Telegram_(messaging_service)
+related: whatsapp, threema, instant-messaging, open-source, mtproto, wechat, imessage
 ---
-Telegram is a non-profit, cloud-based instant messaging service. It offers open source clients [for a multitude of operating systems](https://telegram.org/apps) and powerful APIs that allow developers to create their [own clients](https://core.telegram.org/api#telegram-api) and [chat bots](https://core.telegram.org/bots).
+**Telegram** is a cloud-based instant messaging service. It offers open source clients [for a multitude of operating systems](https://telegram.org/apps) and powerful APIs that allow developers to create their [own clients](https://core.telegram.org/api#telegram-api) and [chat bots](https://core.telegram.org/bots).
diff --git a/topics/termux/index.md b/topics/termux/index.md
new file mode 100644
index 000000000000..23570c374947
--- /dev/null
+++ b/topics/termux/index.md
@@ -0,0 +1,11 @@
+---
+aliases: termux-app
+display_name: Termux
+short_description: Android terminal emulator and Linux environment.
+topic: termux
+url: https://termux.org
+wikipedia_url: https://en.wikipedia.org/wiki/termux
+released: 2015
+logo: termux.png
+---
+Termux is an Android terminal emulator and Linux environment app that works directly with no rooting or setup required. A minimal base system is installed automatically - additional packages are available using the APT package manager.
diff --git a/topics/termux/termux.png b/topics/termux/termux.png
new file mode 100644
index 000000000000..f0e76ddc40ca
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diff --git a/topics/test-automation/index.md b/topics/test-automation/index.md
new file mode 100644
index 000000000000..14dd1c236d6c
--- /dev/null
+++ b/topics/test-automation/index.md
@@ -0,0 +1,9 @@
+---
+topic: test-automation
+aliases: automated-tests, automated-testing, testing-automation
+display_name: Test automation
+short_description: Test automation or automatic testing as compared to manual testing is writing test scenarios beforehand to be executed repeatedly.
+related: cicd, devops, bdd, tdd, unit-tests, pipeline-as-code, continuous-testing, regression-testing, gherkin, release-automation
+wikipedia_url: https://en.wikipedia.org/wiki/Test_automation
+---
+**Test automation** or **automated testing** as compared to manual testing is a way to write test scenarios beforehand that can be repeatedly executed without involving a human element. This is often done by having a set of test data as input that can be compared to certain expectations. In agile software development approaches, this can be even based on user stories and/or acceptance critera.
diff --git a/topics/testing/index.md b/topics/testing/index.md
index d1ff99f35e84..e51cc0e2589f 100644
--- a/topics/testing/index.md
+++ b/topics/testing/index.md
@@ -1,9 +1,9 @@
 ---
-aliases: testing-tools, testing-framework, testing-practices
+aliases: test, testing-framework, testing-practices, testing-tools
 display_name: Testing
-short_description: Eliminate bugs and ship with more confidence by adding these tools to your workflow.
+short_description: The act of examining behavior of the software under test to eliminate bugs and ship with more confidence.
 topic: testing
 wikipedia_url: https://en.wikipedia.org/wiki/Software_testing
+related: unit-testing, integration-testing, test-automation, e2e-testing, fuzzing, smoke-tests, mutation-testing, rspec, regression-testing, xunit
 ---
-Testing is the practice of systematically testing software to make sure it works. Testing can be iterative, and happen multiple times.
-Eliminate bugs and ship with more confidence by adding these tools to your workflow.
+Software **testing** is the act of examining the artifacts and the behavior of the software under test by validation and verification to make sure it works. Software testing can also provide an objective, independent view of the software to allow the business to appreciate and understand the risks of software implementation. Testing can be iterative, and happen multiple times.
diff --git a/topics/thedreamlab/index.md b/topics/thedreamlab/index.md
new file mode 100644
index 000000000000..0a0b56bfd1d4
--- /dev/null
+++ b/topics/thedreamlab/index.md
@@ -0,0 +1,13 @@
+---
+aliases: dreamlab
+display_name: DreamLab
+logo: thedreamlab.png
+short_description: Innovation collective blending AI, realtime computing, immersive tech, and creative expression in film, games, and media.
+topic: thedreamlab
+related: artificial-intelligence, unity3d, unreal-engine, realtime, computer-graphics, creative-coding, generative-art, virtual-reality, computer-vision, game-development
+---
+DreamLab is an innovation and creative technology community exploring the intersection of artificial intelligence, realtime computing, immersive technology, and human creativity. Based in Manchester, UK, DreamLab brings together artists, developers, researchers, and pioneers to push the boundaries of what's possible in modern media production. The collective's work spans film, television, games, visual arts, music, immersive experiences, and interactive media—with a core belief that emerging technology should democratize and assist creative expression, not replace it.
+
+The community focuses on practical applications of cutting-edge technology including realtime rendering engines, generative AI systems, virtual production workflows, XR/VR development, and procedural content generation. Projects range from AI-assisted filmmaking tools and realtime visualization systems to immersive storytelling platforms and experimental interactive experiences. DreamLab's approach combines rigorous technical research with hands-on experimentation, creating an environment where creative vision and technological capability inform each other. This interdisciplinary methodology has established DreamLab as an HP AI Lighthouse Partner and hub for innovative R&D in creative technology.
+
+Developers and creatives working with DreamLab gain access to expertise in distributed systems, spatial computing, agentic AI workflows, virtual production pipelines, and realtime 3D graphics. The studio's projects emphasize open collaboration, knowledge sharing, and building tools that empower creators across disciplines—from independent artists to enterprise production teams. Whether you're developing AI-powered creative tools, building immersive experiences, or exploring the future of interactive storytelling, DreamLab represents a community committed to fostering curiosity, creativity, and possibility at the frontier of creative technology.
diff --git a/topics/thedreamlab/thedreamlab.png b/topics/thedreamlab/thedreamlab.png
new file mode 100644
index 000000000000..281c338d6334
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diff --git a/topics/tldr/index.md b/topics/tldr/index.md
new file mode 100644
index 000000000000..124fd390c8cb
--- /dev/null
+++ b/topics/tldr/index.md
@@ -0,0 +1,13 @@
+---
+aliases: tldr-pages
+display_name: tldr pages
+short_description: Collaborative cheatsheets for console commands.
+github_url: https://github.com/tldr-pages
+logo: tldr.png
+released: 8 December 2013
+related: manpages, documentation, cheatsheets
+topic: tldr
+url: https://tldr.sh
+wikipedia_url: https://en.wikipedia.org/wiki/TLDR_Pages
+---
+The tldr-pages project is a collection of community-maintained help pages for command-line tools, that aims to be a simpler, more approachable complement to traditional man pages.
diff --git a/topics/tldr/tldr.png b/topics/tldr/tldr.png
new file mode 100644
index 000000000000..93f29b17b527
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diff --git a/topics/tls/index.md b/topics/tls/index.md
new file mode 100644
index 000000000000..3718cd01afed
--- /dev/null
+++ b/topics/tls/index.md
@@ -0,0 +1,15 @@
+---
+topic: tls
+display_name: TLS (Transport Layer Security)
+short_description: TLS is a cryptographic protocol designed to provide communications security over a computer network.
+aliases: ssl
+related: https, x509
+created_by: Internet Engineering Task Force
+released: 1999
+wikipedia_url: https://en.wikipedia.org/wiki/Transport_Layer_Security
+---
+**TLS** (**Transport Layer Security**) is a cryptographic protocol designed to provide communications security over a computer network. The protocol is widely used in applications such as email, instant messaging, and voice over IP, but its use in securing HTTPS remains the most publicly visible.
+
+The TLS protocol aims primarily to provide security, including privacy (confidentiality), integrity, and authenticity through the use of cryptography, such as the use of certificates, between two or more communicating computer applications. It runs in the presentation layer and is itself composed of two layers: the TLS record and the TLS handshake protocols.
+
+TLS builds on the now-deprecated SSL (Secure Sockets Layer) specifications (1994, 1995, 1996) developed by Netscape Communications for adding the HTTPS protocol to their Navigator web browser. 
diff --git a/topics/todo/index.md b/topics/todo/index.md
new file mode 100644
index 000000000000..914def6d73bb
--- /dev/null
+++ b/topics/todo/index.md
@@ -0,0 +1,10 @@
+---
+aliases: todo-list, task-manager, to-do
+created_by: The productivity community
+display_name: To-Do
+related: productivity, task-management, project-management, reminders
+short_description: A to-do list is a tool for managing tasks and organizing activities.
+topic: todo
+wikipedia_url: https://en.wikipedia.org/wiki/To-do_list
+---
+**To-Do** lists are tools for managing tasks and organizing activities. They help individuals and teams keep track of tasks that need to be completed, prioritize work, and increase productivity. This topic covers various aspects of to-do lists, including different formats (digital and paper-based), popular to-do list applications, and best practices for effective task management. It explores how to-do lists can be used in both personal and professional settings to enhance organization and ensure that important tasks are not overlooked.
diff --git a/topics/ton/index.md b/topics/ton/index.md
new file mode 100644
index 000000000000..9bd4e50b0a92
--- /dev/null
+++ b/topics/ton/index.md
@@ -0,0 +1,9 @@
+---
+display_name: The Open Network
+logo: ton.png
+short_description: TON is a decentralized computer network consisting of a layer-1 blockchain with various components.
+topic: ton
+wikipedia_url: https://en.wikipedia.org/wiki/The_Open_Network
+related: decentralized, protocol, smart-contract, web3, storage, actor-model
+---
+A blockchain-based decentralized computer network technology, designed to unite all blockchains and the Web2 internet.
\ No newline at end of file
diff --git a/topics/ton/ton.png b/topics/ton/ton.png
new file mode 100644
index 000000000000..9601c278e9cc
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diff --git a/topics/tool/index.md b/topics/tool/index.md
new file mode 100644
index 000000000000..d324d712d5e6
--- /dev/null
+++ b/topics/tool/index.md
@@ -0,0 +1,10 @@
+---
+aliases: tools
+created_by: The technology community
+display_name: Tool
+related: software-development, automation, productivity
+short_description: Tools are software or utilities that aid in accomplishing specific tasks efficiently.
+topic: tool
+wikipedia_url: https://en.wikipedia.org/wiki/Software_tool
+---
+**Tool** refers to any software or utility designed to assist users in performing specific tasks more efficiently. This topic encompasses a wide range of software tools, from development environments and debuggers to graphic design programs and management utilities. It highlights how these tools can streamline processes, enhance productivity, and support complex workflows in various fields including software development, graphic design, and data analysis.
diff --git a/topics/touhou/index.md b/topics/touhou/index.md
new file mode 100644
index 000000000000..e943cc1adea1
--- /dev/null
+++ b/topics/touhou/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Jun'ya Ōta
+display_name: Touhou Project
+related: touhou-project
+released: August 15, 1997
+short_description: Touhou Project is a bullet hell shoot 'em up video game series.
+topic: touhou
+url: https://www16.big.or.jp/~zun/
+wikipedia_url: https://en.wikipedia.org/wiki/Touhou_Project
+---
+
+Touhou Project (Tōhō Purojekuto (Japanese: 東方Project)), also known simply as Touhou (東方 meaning "Eastern" or "Oriental"), is a bullet hell shoot 'em up video game series created by independent Japanese doujin soft developer Team Shanghai Alice.
\ No newline at end of file
diff --git a/topics/transformer/index.md b/topics/transformer/index.md
new file mode 100644
index 000000000000..c31466448feb
--- /dev/null
+++ b/topics/transformer/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Transformer
+short_description: A transformer is a deep learning architecture based on self-attention mechanisms, designed to process sequential data in parallel.
+topic: transformer
+wikipedia_url: https://en.wikipedia.org/wiki/Transformer_(deep_learning_architecture)
+---
+A transformer is a deep learning architecture based on self-attention mechanisms, designed to process sequential data in parallel. Transformers are the foundation of modern large language models and are widely used in natural language processing, computer vision, and generative AI.
diff --git a/topics/transgender/index.md b/topics/transgender/index.md
new file mode 100644
index 000000000000..0dfbf1b7e195
--- /dev/null
+++ b/topics/transgender/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Transgender
+short_description: People whose gender identity differs from the sex they were assigned at birth.
+topic: transgender
+wikipedia_url: https://en.wikipedia.org/wiki/Transgender
+---
+A transgender person is someone whose gender identity differs from that typically associated with the sex they were assigned at birth. The projects in this category provide resources about gender transition, including gender-affirming hormone therapy (GAHT), gender-affirming surgery (GAS), real life experience (RLE), and voice training.
diff --git a/topics/tree-sitter/index.md b/topics/tree-sitter/index.md
new file mode 100644
index 000000000000..796c43c216b0
--- /dev/null
+++ b/topics/tree-sitter/index.md
@@ -0,0 +1,15 @@
+---
+created_by: maxbrunsfeld
+display_name: Tree-sitter
+github_url: https://github.com/tree-sitter/tree-sitter
+logo: tree-sitter.png
+released: 2019
+short_description: Tree-sitter is an incremental parsing library.
+topic: tree-sitter
+url: https://tree-sitter.github.io
+---
+Tree-sitter is a parser generator tool and an incremental parsing
+library. It can build a concrete syntax tree for a source file and
+efficiently update the syntax tree as the source file is
+edited. Tree-sitter grammars can be reused in many different
+languages.
diff --git a/topics/tree-sitter/tree-sitter.png b/topics/tree-sitter/tree-sitter.png
new file mode 100644
index 000000000000..8f85c69178c3
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diff --git a/topics/tridecco/index.md b/topics/tridecco/index.md
new file mode 100644
index 000000000000..9df94314a091
--- /dev/null
+++ b/topics/tridecco/index.md
@@ -0,0 +1,15 @@
+---
+display_name: Tridecco
+logo: tridecco.png
+related: einstein-problem
+short_description: Tridecco is a captivating puzzle game inspired by the 13-sided Einstein shape.
+topic: tridecco
+github_url: https://github.com/tridecco
+url: https://tridecco.com
+---
+
+An multiplayer board game using 13-sided pieces, based on Einstein's shape discovered in 2023. Players try to get rid of all of their pieces. Forming a hexagon of the same color, using two-color Einstein shapes will give the player another turn. Simultaneously they try to prevent their opponents from forming hexagons.
+
+- Official website: [tridecco.com](https://tridecco.com)
+- Online play: [play.tridecco.com](https://play.tridecco.com)
+- Open source: [github.com/tridecco](https://github.com/tridecco)
diff --git a/topics/tridecco/tridecco.png b/topics/tridecco/tridecco.png
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index 000000000000..d06739100047
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diff --git a/topics/tumblr/index.md b/topics/tumblr/index.md
new file mode 100644
index 000000000000..bcb51ebe0564
--- /dev/null
+++ b/topics/tumblr/index.md
@@ -0,0 +1,18 @@
+---
+created_by: Tumblr
+display_name: Tumblr
+logo: tumblr.png
+released: 2007
+short_description: Microblogging and social networking platform.
+topic: tumblr
+url: https://www.tumblr.com
+---
+
+Tumblr is a microblogging and social networking platform that allows users to publish multimedia content through customizable blogs.
+
+Projects in this topic include tools and libraries for:
+
+- Tumblr API integrations
+- Tumblr theme development
+- blog automation
+- analytics and scraping tools
diff --git a/topics/tumblr/tumblr.png b/topics/tumblr/tumblr.png
new file mode 100644
index 000000000000..984248ee93d1
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diff --git a/topics/tutorial/index.md b/topics/tutorial/index.md
new file mode 100644
index 000000000000..d04bef68effb
--- /dev/null
+++ b/topics/tutorial/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Tutorial
+short_description: A method of transferring knowledge and may be used as a part of a learning process.
+topic: tutorial
+wikipedia_url: https://en.wikipedia.org/wiki/Tutorial
+---
+
+A tutorial, in education, is a method of transferring knowledge and may be used as a part of a learning process. More interactive and specific than a book or a lecture, a tutorial seeks to teach by example and supply the information to complete a certain task.
\ No newline at end of file
diff --git a/topics/tvos/index.md b/topics/tvos/index.md
new file mode 100644
index 000000000000..8a860f1fdcab
--- /dev/null
+++ b/topics/tvos/index.md
@@ -0,0 +1,11 @@
+---
+display_name: tvOS
+short_description: tvOS is the operating system used in the Apple TV line of products since the fourth generation model.
+created_by: Apple
+logo: tvos.png
+released: October 29, 2015
+url: https://developer.apple.com/tvos/
+topic: tvos
+wikipedia_url: https://en.wikipedia.org/wiki/TvOS
+---
+tvOS is an operating system developed by Apple for use in the Apple TV line of products since the fourth generation model. Before tvOS, Apple used a variant of Mac OS X Tiger for the first generation model and a variant of iOS for the 2nd and 3rd gen models.
diff --git a/topics/tvos/tvos.png b/topics/tvos/tvos.png
new file mode 100644
index 000000000000..4059873a58f9
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diff --git a/topics/tweakpane/index.md b/topics/tweakpane/index.md
new file mode 100644
index 000000000000..cda1766185ba
--- /dev/null
+++ b/topics/tweakpane/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Tweakpane
+github_url: https://github.com/cocopon/tweakpane
+logo: tweakpane.png
+related: gui
+short_description: Compact GUI library.
+topic: tweakpane
+url: https://tweakpane.github.io/docs/
+---
+Tweakpane is a compact GUI library for fine-tuning parameters and monitoring value changes.
\ No newline at end of file
diff --git a/topics/tweakpane/tweakpane.png b/topics/tweakpane/tweakpane.png
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index 000000000000..32e220b7aefd
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diff --git a/topics/twitter/index.md b/topics/twitter/index.md
index e04980e8f3c2..e1c9d53347a5 100644
--- a/topics/twitter/index.md
+++ b/topics/twitter/index.md
@@ -1,13 +1,13 @@
 ---
-display_name: Twitter
+display_name: X (Twitter)
 github_url: https://github.com/twitter
 logo: twitter.png
 created_by: Jack Dorsey, Noah Glass, Biz Stone, Evan Williams
 released: March 21, 2006
-short_description: Twitter is an online news and social networking service where users post and interact with messages, known as “Tweets”.
+short_description: An online news and social networking service where users post and interact with messages, known as “Tweets”.
 related: tweets, twitter-api, twitter-api-v2, twitter-bot, twitter-client
 topic: twitter
 url: https://twitter.com
 wikipedia_url: https://en.wikipedia.org/wiki/Twitter
 ---
-Twitter is an online news and social networking service where users post and interact with messages, known as “Tweets.” These messages were originally restricted to 140 characters, but in November 2017, the limit was doubled to 280 characters for all languages except Japanese, Korean, and Chinese.
+X, formerly known as Twitter, is an online news and social networking service where users post and interact with messages, known as “Tweets.” These messages were originally restricted to 140 characters, but in November 2017, the limit was doubled to 280 characters for all languages except Japanese, Korean, and Chinese.
diff --git a/topics/twitter/twitter.png b/topics/twitter/twitter.png
index b620b51fd700..75c921386f91 100644
Binary files a/topics/twitter/twitter.png and b/topics/twitter/twitter.png differ
diff --git a/topics/twrp/index.md b/topics/twrp/index.md
new file mode 100644
index 000000000000..174c6d4f9f0d
--- /dev/null
+++ b/topics/twrp/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Team Win
+display_name: TWRP (software)
+short_description: Team Win Recovery Project (TWRP), pronounced "twerp", is an open-source software custom recovery image for Android-based devices.
+github_url: https://github.com/TeamWin
+topic: twrp
+logo: twrp.png
+url: https://twrp.me/
+wikipedia_url: https://en.wikipedia.org/wiki/TWRP_(software)
+---
+
+Team Win Recovery Project (TWRP), pronounced "twerp", is an open source software custom recovery image for Android-based devices. It provides a touchscreen-enabled interface that allows users to install third-party firmware and back up the current system which are functions often unsupported by stock recovery images. It is, therefore, often installed when flashing, installing, or rooting Android devices, although it isn't dependent on a device being rooted prior to installation.
diff --git a/topics/twrp/twrp.png b/topics/twrp/twrp.png
new file mode 100644
index 000000000000..30e6e05eb6bc
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diff --git a/topics/typst/index.md b/topics/typst/index.md
new file mode 100644
index 000000000000..aa36421f754e
--- /dev/null
+++ b/topics/typst/index.md
@@ -0,0 +1,15 @@
+---
+aliases: typst-canvas, typst-cv, typst-package, typst-plugin, typst-template
+created_by: Laurenz Mädje, Martin Haug
+display_name: Typst
+github_url: https://github.com/typst
+logo: typst.png
+related: latex, tex
+released: 2023
+short_description: Typst is a markup-based typesetting system.
+topic: typst
+url: https://typst.app/
+---
+Typst is a markup language for typesetting documents. It is designed as a substitute for tools such as LaTeX that is easy to learn, fast, and versatile.
+
+Typst is suitable for writing long-form texts, including essays, articles, scientific papers, books and reports. Furthermore, it is ideal for documents containing mathematical notation, such as papers in mathematics, physics, and engineering.
diff --git a/topics/typst/typst.png b/topics/typst/typst.png
new file mode 100644
index 000000000000..fb206ee88483
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diff --git a/topics/uefi/index.md b/topics/uefi/index.md
new file mode 100644
index 000000000000..898ee9448946
--- /dev/null
+++ b/topics/uefi/index.md
@@ -0,0 +1,11 @@
+---
+created_by: Intel
+display_name: UEFI
+short_description: UEFI is a publicly available specification that defines a software interface between an operating system and platform firmware.
+topic: uefi
+logo: uefi.png
+url: https://uefi.org/
+wikipedia_url: https://en.wikipedia.org/wiki/UEFI
+---
+
+The Unified Extensible Firmware Interface (UEFI) is a publicly available specification that defines a software interface between an operating system and platform firmware. UEFI replaces the legacy Basic Input/Output System (BIOS) boot firmware originally present in all IBM PC-compatible personal computers, with most UEFI firmware implementations providing support for legacy BIOS services. UEFI can support remote diagnostics and repair of computers, even with no operating system installed.
diff --git a/topics/uefi/uefi.png b/topics/uefi/uefi.png
new file mode 100644
index 000000000000..f401be6b3212
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diff --git a/topics/umbraco/index.md b/topics/umbraco/index.md
index 5016a9c778b1..78f667301198 100644
--- a/topics/umbraco/index.md
+++ b/topics/umbraco/index.md
@@ -4,7 +4,7 @@ created_by: Niels Hartvig
 display_name: Umbraco
 github_url: https://github.com/umbraco/
 logo: umbraco.png
-related: umbraco-cloud, umbraco-community, umbraco-forms, umbraco-headless, umbraco-packages
+related: umbraco-cloud, umbraco-community, umbraco-forms, umbraco-packages
 released: February 16, 2005
 short_description: Umbraco is the leading open source ASP.NET CMS.
 topic: umbraco
diff --git a/topics/undertale/index.md b/topics/undertale/index.md
new file mode 100644
index 000000000000..23ac6c4b992f
--- /dev/null
+++ b/topics/undertale/index.md
@@ -0,0 +1,18 @@
+---
+display_name: Undertale
+topic: undertale
+created_by: Toby Fox
+aliases: under-tale
+related: video-game, role-playing-game, rpg, deltarune, gamemaker, bullet-hell
+short_description: Undertale is a video game created by Toby Fox.
+wikipedia_url: https://en.wikipedia.org/wiki/Undertale
+released: September 2015
+url: https://undertale.com/
+logo: undertale.png
+---
+Undertale is a video game by Toby Fox. Released in 2015, The game is about
+the player controlling a small child who fell into a pit near mount ebott.
+And separated by a magical barrier created by the humans in the past.
+You have to go though a journey back to the surface while coming across
+monsters. You can opt to spare monsters or kill them. There are many endings
+depending on how you play the game
diff --git a/topics/undertale/undertale.png b/topics/undertale/undertale.png
new file mode 100644
index 000000000000..5be850f2d4e6
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diff --git a/topics/unist/index.md b/topics/unist/index.md
new file mode 100644
index 000000000000..372be429b9d2
--- /dev/null
+++ b/topics/unist/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Universal Syntax Tree.
+short_description: unist is a specification for syntax trees. It has a big ecosystem of utilities in JavaScript for working with these trees.
+topic: unist
+url: https://unifiedjs.com/
+github_url: https://github.com/syntax-tree/unist
+related: ast, cst, syntax-tree
+released: February 11, 2016
+logo: unist.png
+---
+unist is a specification for syntax trees. It has a big ecosystem of utilities in JavaScript for working with these trees. It’s implemented by several other specifications.
diff --git a/topics/unist/unist.png b/topics/unist/unist.png
new file mode 100644
index 000000000000..0899c6668ea0
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diff --git a/topics/unit-testing/index.md b/topics/unit-testing/index.md
new file mode 100644
index 000000000000..b156cf411785
--- /dev/null
+++ b/topics/unit-testing/index.md
@@ -0,0 +1,11 @@
+---
+aliases: unit-tests
+topic: unit-testing
+display_name: Unit testing
+short_description: Unit testing is a type of software testing that focusses on testing small units instead of whole processes.
+related: testing, integration-testing, tdd, test-automation, e2e-tests, contract-testing, ui-testing, acceptance-testing, api-testing, junit
+created_by: Kent Beck, Erich Gamma
+released: 1997
+wikipedia_url: https://en.wikipedia.org/wiki/Unit_testing
+---
+**Unit testing** is a type of software testing that focusses on testing small units (usually the lowest common denominator) instead of whole processes. This makes more tests necessary but their successful executing makes pinpointing actual successful code easier.
diff --git a/topics/unix/index.md b/topics/unix/index.md
new file mode 100644
index 000000000000..8e2e9b947d80
--- /dev/null
+++ b/topics/unix/index.md
@@ -0,0 +1,11 @@
+---
+aliases: unix-system, unix-os
+created_by: AT&T Bell Labs
+released: 1969
+display_name: Unix
+related: linux, operating-systems, posix, bsd
+short_description: Unix is a powerful, multiuser, multitasking operating system originally developed in the 1960s.
+topic: unix
+wikipedia_url: https://en.wikipedia.org/wiki/Unix
+---
+**Unix** is a powerful, multiuser, multitasking operating system originally developed at AT&T Bell Labs in the 1960s. Known for its portability, efficiency, and flexibility, Unix has influenced many other operating systems, including Linux and the various BSD (Berkeley Software Distribution) systems. This topic covers the history, architecture, and key features of Unix, as well as its various derivatives and implementations. It also explores Unix's impact on modern computing, including its role in the development of networking, security, and software development practices.
diff --git a/topics/unrealscript/index.md b/topics/unrealscript/index.md
new file mode 100644
index 000000000000..bdc07cc4c322
--- /dev/null
+++ b/topics/unrealscript/index.md
@@ -0,0 +1,11 @@
+---
+display_name: UnrealScript
+aliases: unreal-script
+topic: unrealscript
+logo: unrealscript.png
+created_by: Epic Games
+short_description: UnrealScript is designed for simple, high-level game programming for games based on Unreal Engine versions 1-3.
+url: https://docs.unrealengine.com/udk/Two/UnrealScriptReference.html
+wikipedia_url: https://en.wikipedia.org/wiki/Unreal_Engine#UnrealScript
+---
+UnrealScript was created to provide the development team and the third-party Unreal developers with a powerful, built-in programming language that maps naturally onto the needs and nuances of game programming.
diff --git a/topics/unrealscript/unrealscript.png b/topics/unrealscript/unrealscript.png
new file mode 100644
index 000000000000..9312013cfc7e
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diff --git a/topics/uri-template/index.md b/topics/uri-template/index.md
new file mode 100644
index 000000000000..02aea143dca8
--- /dev/null
+++ b/topics/uri-template/index.md
@@ -0,0 +1,11 @@
+---
+created_by: J. Gregorio, R. Fielding, M. Hadley, M. Nottingham, D. Orchard
+display_name: URI template
+released: March 2012
+short_description: A URI Template is a compact sequence of characters for describing a range of URIs through variable expansion.
+topic: uri-template
+aliases: rfc-6570, uri-templates
+url: https://www.rfc-editor.org/rfc/rfc6570
+wikipedia_url: https://en.wikipedia.org/wiki/URI_Template
+---
+A URI Template is a compact sequence of characters for describing a range of Uniform Resource Identifiers through variable expansion.
diff --git a/topics/ux/index.md b/topics/ux/index.md
new file mode 100644
index 000000000000..3c06cbb3ce20
--- /dev/null
+++ b/topics/ux/index.md
@@ -0,0 +1,10 @@
+---
+aliases: user-experience, ux-design, user-experience-design
+display_name: User experience (UX)
+short_description: User experience is about the anticipation of the needs of the user and solutions that fit them.
+topic: ux
+related: usability, information-architecture, ui, design-patterns, developer-experience, customer-experience, employee-experience, universal-design, accessibility, accessibility-experience
+wikipedia_url: https://en.wikipedia.org/wiki/User_experience
+created_by: Frederick Winslow Taylor, Henry Ford, Donald Norman
+---
+**User experience** (**UX**) goes beyond just UI and its design&mdash;it's more about the anticipation of the needs of the user and solutions that fit them.
diff --git a/topics/v8/index.md b/topics/v8/index.md
new file mode 100644
index 000000000000..7a34ace0bf80
--- /dev/null
+++ b/topics/v8/index.md
@@ -0,0 +1,12 @@
+---
+display_name: V8
+github_url: https://github.com/v8/v8
+logo: v8.png
+created_by: Google
+released: September 2, 2008
+short_description: High-performance JavaScript and WebAssembly engine that powers Google Chrome.
+topic: v8
+url: https://v8.dev
+wikipedia_url: https://en.wikipedia.org/wiki/V8_(JavaScript_engine)
+---
+V8 is Google's open source high-performance JavaScript and WebAssembly engine, written in C++. It powers modern web browsers like Google Chrome and is also used in server-side environments such as Node.js, among others. V8 supports ECMAScript standards and provides features like Just-In-Time (JIT) compilation, garbage collection, and WebAssembly execution. V8 is a critical component in enabling fast, scalable, and efficient JavaScript applications across various platforms.
diff --git a/topics/v8/v8.png b/topics/v8/v8.png
new file mode 100644
index 000000000000..02b7eaa20fc5
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diff --git a/topics/vae/index.md b/topics/vae/index.md
new file mode 100644
index 000000000000..0fbbb9036351
--- /dev/null
+++ b/topics/vae/index.md
@@ -0,0 +1,8 @@
+---
+aliases: variational-autoencoder
+display_name: VAE
+short_description: A variational autoencoder (VAE) is a generative model that learns compact latent representations using Bayesian inference.
+topic: vae
+wikipedia_url: https://en.wikipedia.org/wiki/Variational_autoencoder
+---
+A variational autoencoder (VAE) is a generative model that combines deep learning with Bayesian inference to learn compact latent representations of data. VAEs are widely used for image generation, anomaly detection, and data augmentation.
diff --git a/topics/valorant/index.md b/topics/valorant/index.md
index 9640d5adf9cd..b3d65edca5d4 100644
--- a/topics/valorant/index.md
+++ b/topics/valorant/index.md
@@ -3,7 +3,7 @@ aliases: valorant-video-game, valorant-api, valorant-stats, valorant-skins
 created_by: Riot Games
 display_name: VALORANT
 logo: valorant.png
-related: riot-games, league-of-legends, league-of-legends-wild-rift, legends-of-runeterra, teamfight-tactics
+related: riot-games, league-of-legends, legends-of-runeterra, teamfight-tactics
 released: June 2, 2020
 short_description: VALORANT is a free-to-play first-person hero shooter developed and published by Riot Games.
 topic: valorant
diff --git a/topics/vapor/index.md b/topics/vapor/index.md
new file mode 100644
index 000000000000..afb14d46c4e6
--- /dev/null
+++ b/topics/vapor/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Vapor
+logo: vapor.png
+short_description: A server-side Swift HTTP web framework.
+topic: vapor
+url: https://vapor.codes
+---
+Vapor is a server-side Swift HTTP web framework. It is designed to work with Apple's new Swift programming language to make it easy to build web applications.
diff --git a/topics/vapor/vapor.png b/topics/vapor/vapor.png
new file mode 100644
index 000000000000..2ecd6cae99b4
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diff --git a/topics/vba/index.md b/topics/vba/index.md
new file mode 100644
index 000000000000..0ef45963e65d
--- /dev/null
+++ b/topics/vba/index.md
@@ -0,0 +1,13 @@
+---
+aliases: vba7, visual-basic-for-applications, vba-macros
+created_by: Microsoft
+display_name: VBA
+logo: vba.png
+related: language, visual-basic-6, vba-excel, vba-word, vba-access, vba-powerpoint, vba-cad
+released: 1993 
+short_description: VBA (Visual Basic for Applications) is an implementation of Visual Basic (classic) for Microsoft Office applications.
+topic: vba
+url: https://learn.microsoft.com/en-us/office/vba/api/overview/
+wikipedia_url: https://en.wikipedia.org/wiki/Visual_Basic_for_Applications
+---
+VBA is an implementation of Microsoft's event-driven programming language Visual Basic 6.0 built into most desktop Microsoft Office applications and some third-party applications.
\ No newline at end of file
diff --git a/topics/vba/vba.png b/topics/vba/vba.png
new file mode 100644
index 000000000000..fe618a22e2e1
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diff --git a/topics/verilog/index.md b/topics/verilog/index.md
new file mode 100644
index 000000000000..a969bfe8e587
--- /dev/null
+++ b/topics/verilog/index.md
@@ -0,0 +1,8 @@
+---
+aliases: hdl, hardware-description-language
+display_name: Verilog
+short_description: Verilog is a hardware description language used to model electronic systems.
+topic: verilog
+wikipedia_url: https://en.wikipedia.org/wiki/Verilog
+---
+Verilog is a widely-used hardware description language (HDL) that enables designers to model, simulate, and synthesize digital circuits. It provides a text-based format for specifying the structure and behavior of electronic systems, making it easier to design complex hardware components such as microprocessors, memory, and communication devices.
diff --git a/topics/vibe-coding/index.md b/topics/vibe-coding/index.md
new file mode 100644
index 000000000000..345e9973b4dc
--- /dev/null
+++ b/topics/vibe-coding/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Vibe coding
+short_description: Writing code based on gut feelings, lo-fi beats, and blind trust in your AI assistant. No plan. Just vibes.
+topic: vibe-coding
+wikipedia_url: https://en.wikipedia.org/wiki/Vibe_coding
+created_by: Andrej Karpathy
+logo: vibe-coding.png
+related: ai, artificial-intelligence, openai, copilot, generative-ai, github-copilot, llm, machine-learning, neural-networks, vibe-coding-with-copilot
+released: February 2, 2025
+---
+Vibe coding is an emerging programming paradigm where developers describe software behavior in natural language prompts, allowing AI tools like GitHub Copilot to generate and refine code. It shifts the developer's role from writing code line-by-line to iterating on and validating AI-generated solutions.  It's perfect for quick hacks, weekend projects, and chasing ideas without getting bogged down in syntax.
diff --git a/topics/vibe-coding/vibe-coding.png b/topics/vibe-coding/vibe-coding.png
new file mode 100644
index 000000000000..a788036848cf
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diff --git a/topics/video/index.md b/topics/video/index.md
index b7c60ae7c00d..0a1e84b11cec 100644
--- a/topics/video/index.md
+++ b/topics/video/index.md
@@ -6,7 +6,7 @@ logo: video.png
 released: 1900
 short_description: Electronic representation of moving visual images.
 topic: video
-related: digital-video, analog-video
+related: digital-video
 wikipedia_url: https://en.wikipedia.org/wiki/Video
 ---
 Video is an electronic medium for the recording, copying, playback, broadcasting, and display of moving visual media. It brings together all the techniques allowing the constitution or restitution of electrical signal representing moving images.
\ No newline at end of file
diff --git a/topics/visionos/index.md b/topics/visionos/index.md
new file mode 100644
index 000000000000..61f23454e739
--- /dev/null
+++ b/topics/visionos/index.md
@@ -0,0 +1,11 @@
+---
+aliases: xros, visionos-app, visionos-swift, visionos1, visionos2
+created_by: Apple Inc.
+display_name: visionOS
+released: February 2, 2024
+short_description: visionOS is Apple's spatial computing operating system.
+topic: visionos
+url: https://www.apple.com/visionos
+wikipedia_url: https://en.wikipedia.org/wiki/VisionOS
+---
+visionOS is Apple's spatial computing operating system, included with their augmented reality headset, the Apple Vision Pro.
diff --git a/topics/visual-basic/index.md b/topics/visual-basic/index.md
index 01806c5505d2..3556ae6bc7db 100644
--- a/topics/visual-basic/index.md
+++ b/topics/visual-basic/index.md
@@ -5,7 +5,7 @@ display_name: Visual Basic
 github_url: https://github.com/dotnet/vblang
 logo: visual-basic.png
 related: language, dotnet
-released: May 1991
+released: 2001
 short_description: Visual Basic is an object-oriented and type-safe programming language.
 topic: visual-basic
 url: https://docs.microsoft.com/dotnet/visual-basic/
diff --git a/topics/visual-novel/index.md b/topics/visual-novel/index.md
index cb35e49f5da0..15a809c4a3a2 100644
--- a/topics/visual-novel/index.md
+++ b/topics/visual-novel/index.md
@@ -1,8 +1,8 @@
 ---
-display_name: visual-novel
+display_name: Visual novel
 topic: visual-novel
-related: text-adventure, interactive-fiction, nscripter, zork
+related: text-adventure, interactive-fiction, nscripter, zork, renpy, twine, interactive-storytelling, interactive-film
 short_description: A genre of video game.
 wikipedia_url: https://en.wikipedia.org/wiki/Visual_novel
 ---
-An interactive game genre, which originated in Japan featuring text-based story with narrative style of literature and interactivity aided by static or sprite-based visuals.
+A **visual novel** is an interactive game genre, which originated in Japan featuring text-based story with narrative style of literature and interactivity aided by static or sprite-based visuals.
diff --git a/topics/visual-studio/index.md b/topics/visual-studio/index.md
new file mode 100644
index 000000000000..4dc352523d14
--- /dev/null
+++ b/topics/visual-studio/index.md
@@ -0,0 +1,18 @@
+---
+aliases: vs
+created_by: Microsoft Corporation
+display_name: Visual Studio
+logo: visual-studio.png
+related: vscode-theme, vscode-extension, text-editor
+released: 1997
+short_description: Development software suite for Windows & MacOS made to generate apps, web-services, desktop apps and mobile apps.
+topic: visual-studio
+url: https://visualstudio.microsoft.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Microsoft_Visual_Studio
+---
+Visual Studio is a develpment software suite for Windows and MacOS made by Microsoft.
+The last version is called Visual Studio 2022 and Visual Studio It is used to develop computer programs, as well as websites, web apps, web services and mobile apps and it also uses Microsoft software development platforms such as Windows API, Windows Forms, Windows Presentation Foundation, Windows Store and Microsoft Silverlight.
+It can produce both native code and managed code.
+Built-in languages include C, C++, C++/CLI, Visual Basic .NET, C#, F#, JavaScript, TypeScript, XML, XSLT, HTML, and CSS. Support for other languages such as Python, Ruby, Node.js, and M among others is available via plug-ins. Java (and J#) were supported in the past.
+
+Visual Studio is made with C# and C++.
diff --git a/topics/visual-studio/visual-studio.png b/topics/visual-studio/visual-studio.png
new file mode 100644
index 000000000000..1276b375690c
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diff --git a/topics/vite/index.md b/topics/vite/index.md
new file mode 100644
index 000000000000..aa85943643d6
--- /dev/null
+++ b/topics/vite/index.md
@@ -0,0 +1,13 @@
+---
+aliases: vitejs
+created_by: Evan You
+display_name: Vite
+github_url: https://github.com/vitejs/vite
+logo: vite.png
+related: hmr, dev-server, build-tool, vue, react, preact, lit, svelte
+released: 2021
+short_description: Vite is a next generation frontend tooling.
+topic: vite
+url: https://vitejs.dev
+---
+Vite is a JavaScript development server and bundler for modern frontend development. It enhances the development experience by serving the source files over native ES modules, with rich built-in features and astonishingly fast Hot Module Replacement (HMR).
diff --git a/topics/vite/vite.png b/topics/vite/vite.png
new file mode 100644
index 000000000000..7bc7de008353
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diff --git a/topics/vm-box/index.md b/topics/vm-box/index.md
new file mode 100644
index 000000000000..c52301854188
--- /dev/null
+++ b/topics/vm-box/index.md
@@ -0,0 +1,11 @@
+---
+display_name: Oracle-VM-VirtualBox
+aliases: virtualbox, vm-virtualbox
+created_by: Innotek GmbH, Sun Microsystems, Oracle Corporation
+logo: vm-box.png
+released: January 17, 2007 
+short_description: Oracle VM VirtualBox is a free virtualization software package for x86 and AMD64/Intel64-based computers.
+topic: vm-box
+wikipedia_url: https://en.wikipedia.org/wiki/VirtualBox
+---
+Oracle VM VirtualBox is a free virtualization software package for x86 and AMD64/Intel64-based computers. It was created by Innotek GmbH and was later acquired by Sun Microsystems, which was eventually acquired by Oracle Corporation. It was first released on January 17, 2007. Oracle VM VirtualBox allows users to run multiple operating systems on a single computer, without the need for additional hardware. It supports a variety of guest operating systems, including Windows, Linux, and macOS. Oracle VM VirtualBox is a powerful tool for developers, testers, and IT professionals who need to run multiple operating systems on the same machine for testing, debugging, or other purposes. It is widely used in the industry and has a large user community, with extensive documentation and support available.
\ No newline at end of file
diff --git a/topics/vm-box/vm-box.png b/topics/vm-box/vm-box.png
new file mode 100644
index 000000000000..55b0d44da643
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diff --git a/topics/vrchat/index.md b/topics/vrchat/index.md
new file mode 100644
index 000000000000..bfcbbdce31cb
--- /dev/null
+++ b/topics/vrchat/index.md
@@ -0,0 +1,11 @@
+---
+display_name: VRChat
+related: udon, unity
+short_description: VRChat is an immersive virtual reality social platform.
+logo: vrchat.png
+topic: vrchat
+github_url: https://github.com/VRChat
+url: https://vrchat.com/
+wikipedia_url: https://en.wikipedia.org/wiki/VRChat
+---
+VRChat is an online virtual world platform which allows users to interact with others with user-created 3D avatars and worlds.
\ No newline at end of file
diff --git a/topics/vrchat/vrchat.png b/topics/vrchat/vrchat.png
new file mode 100644
index 000000000000..3a11256f6685
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diff --git a/topics/vscode-extension/index.md b/topics/vscode-extension/index.md
new file mode 100644
index 000000000000..6d7260d3b180
--- /dev/null
+++ b/topics/vscode-extension/index.md
@@ -0,0 +1,11 @@
+---
+display_name: VS Code Extension
+github_url: https://github.com/microsoft/vscode-extension-samples
+related: visual-studio-code, vscode
+short_description: An extension for the Visual Studio Code editor.
+topic: vscode-extension
+url: https://marketplace.visualstudio.com/vscode
+---
+Visual Studio Code is a free code editor from Microsoft, based on open source. 
+
+Visual Studio Code is built with extensibility in mind. From the UI to the editing experience, almost every part of VS Code can be customized and enhanced through the Extension API.
diff --git a/topics/vue/index.md b/topics/vue/index.md
index d709962dbccc..1909dd0c0da3 100644
--- a/topics/vue/index.md
+++ b/topics/vue/index.md
@@ -1,11 +1,11 @@
 ---
-aliases: vuejs, vuejs2, vue2
+aliases: vuejs, vuejs2, vuejs3, vue2, vue3, vuex
 created_by: Evan You
 display_name: Vue.js
-github_url: https://github.com/vuejs/vue
+github_url: https://github.com/vuejs/core
 logo: vue.png
-related: angular, react
-released: February 2014
+related: angular, react, storybook, typescript
+released: February 11, 2014
 short_description: Vue.js is a JavaScript framework for building interactive web applications.
 topic: vue
 url: https://vuejs.org/
diff --git a/topics/vut/index.md b/topics/vut/index.md
new file mode 100644
index 000000000000..ecfce82875cb
--- /dev/null
+++ b/topics/vut/index.md
@@ -0,0 +1,11 @@
+---
+topic: vut
+display_name: Vysoké učení technické v Brně
+logo: vut.png
+aliases: vutbr, brno-university-of-technology
+short_description: Vysoké učení technické v Brně (VUT), a Czech university of technical, economic and artistic studies.
+url: https://www.vut.cz
+wikipedia_url: https://en.wikipedia.org/wiki/Brno_University_of_Technology
+related: university, education, vut-fit
+---
+Vysoké učení technické v Brně (VUT), or Brno University of Technology (BUT) in English, is a Czech public vocational university located in Brno, Czechia, offering technical, natural scientific, economic and artistic disciplines with eight faculties and three institutes. Founded in 1899, VUT is one of the largest universities in the Czech Republic, cooperating with numerous research institutions and consistently ranking in QS World University Rankings and EECA University Rankings.
diff --git a/topics/vut/vut.png b/topics/vut/vut.png
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index 000000000000..1a19b02aa469
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diff --git a/topics/wails/index.md b/topics/wails/index.md
new file mode 100644
index 000000000000..b507dbe5bc97
--- /dev/null
+++ b/topics/wails/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Lea Anthony
+display_name: Wails
+github_url: https://github.com/wailsapp/wails
+logo: wails.png
+related: electron, nativephp, pwa, qt, hta, cross-platform, tauri
+released: December 16, 2018
+short_description: Wails is a framework for building cross-platform applications for all major desktop platforms.
+topic: wails
+url: https://wails.io/
+---
+**Wails** is a project that enables the creation of desktop applications for all major desktop platforms while aiming to be lightweight and fast. It provides the ability to wrap both Go code and a web frontend into a single binary.
diff --git a/topics/wails/wails.png b/topics/wails/wails.png
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index 000000000000..ad17797d1728
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diff --git a/topics/watchos/index.md b/topics/watchos/index.md
new file mode 100644
index 000000000000..90ae5a7784b0
--- /dev/null
+++ b/topics/watchos/index.md
@@ -0,0 +1,11 @@
+---
+display_name: watchOS
+short_description: watchOS is the operating system for the Apple Watch line of products.
+logo: watchos.png
+created_by: Apple
+released: April 24, 2015
+url: https://www.apple.com/watchos/
+topic: watchos
+wikipedia_url: https://en.wikipedia.org/wiki/WatchOS
+---
+watchOS is an operating system developed by Apple for use in the Apple Watch line of products. It is based on iOS.
diff --git a/topics/watchos/watchos.png b/topics/watchos/watchos.png
new file mode 100644
index 000000000000..8dfe1626dc7c
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diff --git a/topics/wayland/index.md b/topics/wayland/index.md
new file mode 100644
index 000000000000..b8caad057a84
--- /dev/null
+++ b/topics/wayland/index.md
@@ -0,0 +1,13 @@
+---
+aliases: wayland-client, wayland-compositor, wayland-protocol
+created_by: Kristian Høgsberg
+display_name: Wayland
+logo: wayland.png
+related: wlroots
+released: September 30, 2008
+short_description: Wayland is a replacement for the X11 window system protocol and architecture.
+topic: wayland
+url: https://wayland.freedesktop.org/
+wikipedia_url: https://en.wikipedia.org/wiki/Wayland_(protocol)
+---
+Wayland is a communication protocol that specifies the communication between a display server and its clients.
diff --git a/topics/wayland/wayland.png b/topics/wayland/wayland.png
new file mode 100644
index 000000000000..102958d9bac2
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diff --git a/topics/web-accessibility/index.md b/topics/web-accessibility/index.md
new file mode 100644
index 000000000000..f9faa89b0ce0
--- /dev/null
+++ b/topics/web-accessibility/index.md
@@ -0,0 +1,24 @@
+---
+topic: web-accessibility
+display_name: Web Accessibility (a11y)
+short_description: Accessibility is the practice of building inclusive spaces for different people.
+aliases: accessibility, a11y
+related: wai-aria, alt-text, assistive-technology, screen-reader, accessibility-testing
+wikipedia_url: https://en.wikipedia.org/wiki/Web_accessibility
+---
+**(Web) Accessibility** or **eAccessibility** (often abbreviated to **[A11y](https://www.accessibility.com/glossary/a11y)** — this is a numeronym, where the “11” stands for the 11 letters between the first letter “a” and the last letter “y”) is the practice of building inclusive spaces for different people, either by supporting the use of [assistive technology](https://github.com/topics/assistive-technology) (ALT text, ARIA HTML attributes, etc.) or by designing things with multiple ways to access them (color coding + text labels + icons, captions + sign language interpreter), keeping in mind different forms of impairments, disabilities, and difficulties—both temporary and permanent—, users of these space could face and might struggle with while using the space, which include:
+
+* Visual impairments, e.g.
+  * color blindness/color vision deficiency
+  * blindness/low vision/poor eyesight
+* Motor/mobility, e.g.
+  * tremors
+  * loss of fine muscle control,
+* Auditory impairment/hearing impairments, e.g.
+  * people who are hard of hearing
+  * deafness
+* Seizures
+* Cognitive and intellectual, e.g.
+  * developmental disabilities
+  * learning difficulties (dyslexia, dyscalculia, etc.)
+  * cognitive disabilities (PTSD, Alzheimer's)
diff --git a/topics/web-of-things/index.md b/topics/web-of-things/index.md
new file mode 100644
index 000000000000..c6bf3f3adade
--- /dev/null
+++ b/topics/web-of-things/index.md
@@ -0,0 +1,13 @@
+---
+aliases: wot
+display_name: Web of Things
+short_description: WoT is a set of standards and technologies built on top of IoT technologies to allow web-like interaction with IoT devices. 
+topic: web-of-things
+wikipedia_url: https://en.wikipedia.org/wiki/Web_of_Things
+related: iot, servient, web, semantic-web, json-ld
+url: https://www.w3.org/WoT/
+created_by: W3C WoT Working Group
+logo: web-of-things.png
+---
+The Web of Things (WoT) seeks to counter the fragmentation of the IoT by using and extending existing, standardized Web technologies. 
+By providing standardized metadata and other reusable technological building blocks, W3C WoT enables easy integration across IoT platforms and application domains. 
diff --git a/topics/web-of-things/web-of-things.png b/topics/web-of-things/web-of-things.png
new file mode 100644
index 000000000000..c5040cceec7b
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diff --git a/topics/webextension/index.md b/topics/webextension/index.md
index 11fb5658ea44..9749e7ee40bb 100644
--- a/topics/webextension/index.md
+++ b/topics/webextension/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: webextensions,web-extension,web-extensions,browserext
+aliases: webextensions, web-extension, web-extensions, browserext
 related: w3c, browser, firefox, firefox-extension, chrome, chrome-extension, mozilla, opera, edge
 created_by: Browser Extension Community Group
 display_name: WebExtension
diff --git a/topics/webkit/index.md b/topics/webkit/index.md
new file mode 100644
index 000000000000..1a05eec5a8fe
--- /dev/null
+++ b/topics/webkit/index.md
@@ -0,0 +1,13 @@
+---
+created_by: Apple, KDE and others
+display_name: WebKit
+logo: webkit.png
+related: chromium, apple, google, web, browser
+github_url: https://github.com/WebKit/WebKit
+short_description: WebKit is a layout engine designed to allow web browsers to render web pages.
+released: June 7, 2005
+url: https://webkit.org/
+topic: webkit
+wikipedia_url: https://en.wikipedia.org/wiki/WebKit
+---
+WebKit is a browser engine developed by Apple and primarily used in its Safari web browser, as well as all iOS web browsers. WebKit's HTML and JavaScript engine started as a fork of the KHTML and KJS libraries from KDE, and has since been further developed by KDE contributors, Apple, Google, Nokia, Bitstream, BlackBerry, Sony, Igalia, and others.
diff --git a/topics/webkit/webkit.png b/topics/webkit/webkit.png
new file mode 100644
index 000000000000..9d12f0c016c0
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diff --git a/topics/webrtc/index.md b/topics/webrtc/index.md
new file mode 100644
index 000000000000..5e09c9c07369
--- /dev/null
+++ b/topics/webrtc/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Google
+display_name: WebRTC
+logo: webrtc.png
+related: rtc, web-real-time-communication
+released: May 4, 2018
+short_description: With WebRTC, you can add real-time communication capabilities to your application that works on top of an open standard.
+topic: webrtc
+url: https://webrtc.org
+wikipedia_url: https://en.wikipedia.org/wiki/WebRTC
+---
+With WebRTC, you can add real-time communication capabilities to your application that works on top of an open standard. It supports video, voice, and generic data to be sent between peers, allowing developers to build powerful voice- and video-communication solutions. The technology is available on all modern browsers as well as on native clients for all major platforms. The technologies behind WebRTC are implemented as an open web standard and available as regular JavaScript APIs in all major browsers. For native clients, like Android and iOS applications, a library is available that provides the same functionality. The WebRTC project is open source and supported by Apple, Google, Microsoft and Mozilla, amongst others. This page is maintained by the Google WebRTC team.
diff --git a/topics/webrtc/webrtc.png b/topics/webrtc/webrtc.png
new file mode 100644
index 000000000000..105c32e9ddb8
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diff --git a/topics/websocket/index.md b/topics/websocket/index.md
new file mode 100644
index 000000000000..69eeb4307e34
--- /dev/null
+++ b/topics/websocket/index.md
@@ -0,0 +1,12 @@
+---
+related: long-polling, polling
+aliases: websockets, ws
+created_by: Michael Carter, Ian Hickson
+display_name: WebSocket
+short_description: The WebSocket protocol enables web applications to maintain bidirectional communications with server-side processes.
+topic: websocket
+url: https://websockets.spec.whatwg.org/
+wikipedia_url: https://en.wikipedia.org/wiki/WebSocket
+---
+
+WebSocket is a computer communications protocol, providing full-duplex communication channels for interaction between a web browser (or other client application) and a web server over a single TCP connection. The WebSocket protocol allows for sending messages to a server and receiving event-driven responses without having to poll the server for a reply, facilitating real-time data transfer from and to the server. This is made possible by providing a standardized way for the server to send content to the client without being first requested by the client, and allowing messages to be passed back and forth while keeping the connection open. In this way, a two-way ongoing conversation can take place between the client and the server.
diff --git a/topics/webview/index.md b/topics/webview/index.md
new file mode 100644
index 000000000000..05814aa2d25d
--- /dev/null
+++ b/topics/webview/index.md
@@ -0,0 +1,12 @@
+---
+created_by: WebKit
+display_name: WebView
+logo: webview.png
+related: webkit, kde, chromium, apple, google, web, browser, html, css, js
+short_description: A browser engine contained within an application.
+released: April 2013
+url: https://developer.android.com/guide/webapps/webview
+topic: webview
+wikipedia_url: https://en.wikipedia.org/wiki/WebView
+---
+The “WebView” is the window through which your device displays these web pages. The WebView allows the programmer to write the bulk of the application using HTML, JavaScript and CSS, the standard Web programming tools.
diff --git a/topics/webview/webview.png b/topics/webview/webview.png
new file mode 100644
index 000000000000..d9bfa0b81b2d
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diff --git a/topics/wechat/index.md b/topics/wechat/index.md
new file mode 100644
index 000000000000..9edf51aa5834
--- /dev/null
+++ b/topics/wechat/index.md
@@ -0,0 +1,12 @@
+---
+display_name: WeChat  
+created_by: Tencent   
+released: January 21, 2011  
+short_description: Messaging and social media app developed by Tencent, offering instant messaging, video calls, mobile payments, and mini-programs.
+topic: wechat  
+aliases: weixin
+url: https://weixin.qq.com/  
+wikipedia_url: https://en.wikipedia.org/wiki/WeChat  
+---
+
+WeChat, also known as weixin (微信), is one of the most popular social media and messaging platforms in China, developed by Tencent. It combines instant messaging, voice and video calling, social networking, and a wide range of integrated services, including mobile payments (WeChat Pay), gaming, news, and mini-programs that allow users to access third-party applications without leaving the app. With over a billion active users, WeChat has become an essential part of daily life for many people in China, serving as a "super app" that integrates communication, entertainment, commerce, and more into a single platform. Its widespread adoption makes it a key tool for both personal and business interactions.
diff --git a/topics/whatsapp/index.md b/topics/whatsapp/index.md
index 06da2dff230e..c88f9822f5bd 100644
--- a/topics/whatsapp/index.md
+++ b/topics/whatsapp/index.md
@@ -1,9 +1,9 @@
 ---
-aliases: whatsapp-web, whatsapp-chat
+aliases: whatsapp-web, whatsapp-chat, whatsapp-bot
 created_by: Brian Acton, Jan Koum
 display_name: WhatsApp
 logo: whatsapp.png
-related: messaging, instant-messaging, facebook, instagram
+related: messaging, instant-messaging, facebook, instagram, telegram, threema, wechat, imessage
 github_url: https://github.com/whatsapp
 short_description: WhatsApp is an instant messaging and voice-over-IP service.
 released: February 2009
@@ -11,6 +11,6 @@ url: https://www.whatsapp.com/
 topic: whatsapp
 wikipedia_url: https://en.wikipedia.org/wiki/WhatsApp
 ---
-WhatsApp is a cross-platform centralized instant messaging and voice-over-IP service owned by Facebook, Inc. It allows users to send text messages and voice messages, make voice and video calls, and share images, documents, user locations, and other content. The service requires a cellular mobile telephone number to sign up.
+**WhatsApp** is a cross-platform centralized instant messaging and voice-over-IP service owned by Meta Platforms, Inc. It allows users to send text messages and voice messages, make voice and video calls, and share images, documents, user locations, and other content. The service requires a cellular mobile telephone number to sign up.
 
 WhatsApp's client application runs on mobile devices but is also accessible from desktop computers, as long as the user's mobile device remains connected to the Internet while they use the desktop web app.
diff --git a/topics/whisper/index.md b/topics/whisper/index.md
new file mode 100644
index 000000000000..027f250d5263
--- /dev/null
+++ b/topics/whisper/index.md
@@ -0,0 +1,11 @@
+---
+created_by: OpenAI
+display_name: Whisper
+github_url: https://github.com/openai/whisper
+related: machine-learning, artificial-intelligence, language-modeling
+released: August 2021
+short_description: Whisper is an autoregressive language model that generates high-quality natural language text.
+topic: whisper
+url: https://openai.com/blog/whisper/
+---
+Whisper is an autoregressive language model developed by OpenAI. It is trained on a large corpus of text using a transformer architecture and is capable of generating high-quality natural language text. Whisper can be used for tasks such as language modeling, text completion, and text generation. It has shown impressive performance on various benchmarks and has been released by OpenAI to encourage research in the field of language modeling. Whisper is not yet available for public use, but it has the potential to transform the field of natural language processing and generate new opportunities for language-based applications.
diff --git a/topics/whistleblowing/index.md b/topics/whistleblowing/index.md
new file mode 100644
index 000000000000..a68e8e1e33f2
--- /dev/null
+++ b/topics/whistleblowing/index.md
@@ -0,0 +1,8 @@
+---
+aliases: whistleblowing-app, whistleblowing-tool, whistleblowing-software
+display_name: Whistleblowing
+short_description: Whistleblowing is the activity of a person revealing information in the public interest.
+topic: whistleblowing
+wikipedia_url: https://en.wikipedia.org/wiki/Whistleblowing
+---
+Whistleblowing (also whistle-blowing or whistle blowing) is the activity of a person, often an employee, revealing information in the public interest about activity within a private or public organization that is deemed illegal, immoral, illicit, unsafe, or fraudulent.
diff --git a/topics/wiiconnect24/index.md b/topics/wiiconnect24/index.md
new file mode 100644
index 000000000000..88b2d1ef63c4
--- /dev/null
+++ b/topics/wiiconnect24/index.md
@@ -0,0 +1,11 @@
+---
+aliases: wc24
+created_by: Nintendo
+display_name: WiiConnect24
+short_description: WiiConnect24 was a Wii feature that let users receive messages and updates while the console was on standby.
+released: 2006
+topic: wiiconnect24
+logo: wiiconnect24.png
+wikipedia_url: https://en.wikipedia.org/wiki/WiiConnect24
+---
+WiiConnect24 was a feature of the Nintendo Wi-Fi Connection for the Wii console. It was first announced at Electronic Entertainment Expo (E3) in mid-2006 by Nintendo. It enabled the user to remain connected to the Internet while the console was on standby.
diff --git a/topics/wiiconnect24/wiiconnect24.png b/topics/wiiconnect24/wiiconnect24.png
new file mode 100644
index 000000000000..a03909520ea2
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diff --git a/topics/wiki/index.md b/topics/wiki/index.md
new file mode 100644
index 000000000000..21995c53ab3b
--- /dev/null
+++ b/topics/wiki/index.md
@@ -0,0 +1,13 @@
+---
+aliases: wikis
+display_name: Wiki
+related: mediawiki, wikipedia
+short_description: Wikis are public, online repositories of information; created and often edited by many writers.
+topic: wiki
+wikipedia_url: https://en.wikipedia.org/wiki/Wiki
+---
+Popularized by [Wikipedia](https://en.wikipedia.org), wikis aim to be a comprehensive reference material to either specific or general subjects. Wikis typically consist of lots of individual articles, updated by a team of volunteer writers.
+
+Wikis are frequently hosted using open source software due to the open source nature of HTML; a popular example amongst these projects is [MediaWiki](https://www.mediawiki.org/), being repsonsible for Wikipedia's backend.
+
+GitHub allows for each repository to host [a wiki of their own](https://docs.github.com/en/communities/documenting-your-project-with-wikis/about-wikis), allowing for detailed documentation of any repository's function. GitHub wikis may be relevant to continued development, relevant to those utilizing a repository's application, or a repository's entire purpose.
diff --git a/topics/wikidata/index.md b/topics/wikidata/index.md
new file mode 100644
index 000000000000..d23a64845ce1
--- /dev/null
+++ b/topics/wikidata/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Wikidata
+short_description: Wikidata is free and open knowledge base.
+related: wikipedia
+topic: wikidata
+---
+Wikidata is a database by wikipedia created in 2012, used to give general information for the website and other projects. Wikidata acts as central storage for the structured data of its Wikimedia sister projects including Wikipedia, Wikivoyage, Wiktionary, Wikisource, and others.
+
diff --git a/topics/windows-subsystem-for-android/index.md b/topics/windows-subsystem-for-android/index.md
index 3dc765a97697..4642ba17631f 100644
--- a/topics/windows-subsystem-for-android/index.md
+++ b/topics/windows-subsystem-for-android/index.md
@@ -1,5 +1,9 @@
 ---
 display_name: Windows Subsystem for Android (WSA)
+aliases: wsa
+logo: windows-subsystem-for-android.png
+created_by: Microsoft
+url: https://docs.microsoft.com/en-us/windows/android/wsa/
 short_description: A subsystem for Windows 11 that allows users to run Android apps on Windows 11 computers.
 topic: windows-subsystem-for-android
 wikipedia_url: https://en.wikipedia.org/wiki/Windows_11#Windows_Subsystem_for_Android
diff --git a/topics/windows-subsystem-for-android/windows-subsystem-for-android.png b/topics/windows-subsystem-for-android/windows-subsystem-for-android.png
new file mode 100644
index 000000000000..d18a45fa9028
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diff --git a/topics/windows/index.md b/topics/windows/index.md
index b5919f42bf5a..1590da8e40b0 100644
--- a/topics/windows/index.md
+++ b/topics/windows/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: windows-10, windows10, windows-7, windows-8
+aliases: windows-10, windows10, windows-7, windows-8, windows-11, windows11
 created_by: Microsoft Corporation
 display_name: Windows
 github_url: https://github.com/Microsoft
diff --git a/topics/winui/index.md b/topics/winui/index.md
new file mode 100644
index 000000000000..4de3686f5ba5
--- /dev/null
+++ b/topics/winui/index.md
@@ -0,0 +1,12 @@
+---
+aliases: winui2, winui3
+display_name: Windows UI Library (WinUI)
+logo: winui.png
+short_description: WinUI is a UX framework developed by Microsoft.
+topic: winui
+created_by: Microsoft
+url: https://docs.microsoft.com/en-us/windows/apps/winui/
+wikipedia_url: https://en.wikipedia.org/wiki/Windows_UI_Library
+github_url: https://github.com/microsoft/microsoft-ui-xaml
+---
+The Windows UI Library (WinUI) is a native user experience (UX) framework developed by Microsoft for both Windows desktop and UWP applications.
diff --git a/topics/winui/winui.png b/topics/winui/winui.png
new file mode 100644
index 000000000000..ace6cca978f8
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diff --git a/topics/wordpress/index.md b/topics/wordpress/index.md
index 03d1fcfd06ad..1235d8a4fc24 100644
--- a/topics/wordpress/index.md
+++ b/topics/wordpress/index.md
@@ -1,14 +1,18 @@
 ---
 aliases: wordpress-development, wordpress-site
+related: wordpress-theme, wordpress-plugin, automattic, woocommerce
 created_by: Matt Mullenweg, Mike Little
 display_name: WordPress
 github_url: https://github.com/WordPress
 logo: wordpress.png
 released: May 27, 2003
-short_description: WordPress is a popular content management system, used for websites
-  and blogs.
+short_description: WordPress is a popular content management system, used for websites, forums, social, ecommerce, and blogs.
 topic: wordpress
 url: https://wordpress.org/
 wikipedia_url: https://en.wikipedia.org/wiki/WordPress
 ---
 WordPress is a popular content management system, used for websites and blogs. WordPress is written in PHP and MySQL and is designed to be flexible and user-friendly.
+
+It allows the addition of functionalities through plugins. These plugins make WordPress one of the most versatile and widely used platforms for forums, community social networks, ecommerce (WooCommerce), intranet websites, education and learning platforms (LMS), magazines and newspapers, etc.
+
+WordPress has its open source version at its "org" domain address, to be installed on any compatible server, and its cloud SaaS version at "com", with a managed and ready-to-use infrastructure.
\ No newline at end of file
diff --git a/topics/world-models/index.md b/topics/world-models/index.md
new file mode 100644
index 000000000000..afa859bdc7fe
--- /dev/null
+++ b/topics/world-models/index.md
@@ -0,0 +1,6 @@
+---
+display_name: World models
+short_description: World models are neural networks that learn an environment's dynamics, enabling agents to simulate and plan in latent space.
+topic: world-models
+---
+World models are neural networks that learn an internal representation of an environment's dynamics, enabling agents to simulate and plan within a learned latent space. They are used in model-based reinforcement learning, robotics, and autonomous decision-making.
diff --git a/topics/xampp/index.md b/topics/xampp/index.md
new file mode 100644
index 000000000000..d132cb9f3c96
--- /dev/null
+++ b/topics/xampp/index.md
@@ -0,0 +1,12 @@
+---
+aliases: xampp-server, xampp-control-panel
+created_by: Apache Friends
+display_name: XAMPP
+logo: xampp.png
+released: 2002
+short_description: XAMPP is the combination of the Apache web server, the MySQL database and scripting languages.
+topic: xampp
+url: https://www.apachefriends.org/index.html
+wikipedia_url: https://de.wikipedia.org/wiki/XAMPP
+---
+XAMPP is a program package of free software, originally mainly in the environment of the LAMP system. XAMPP enables the installation and configuration of the web server Apache with the database MariaDB (replaced MySQL in October 2015) or SQLite and the scripting languages ​​Perl and PHP (with PEAR). The X ("cross-platform") stands for the different operating systems on which it can be used. XAMPP also includes other useful tools such as the FTP server ProFTPD or FileZilla Server, the mail server Mercury, phpMyAdmin, Webalizer and OpenSSL. From version 1.7.4 onwards, the Windows variant also includes the web server and web container Apache Tomcat 7, which enables the execution of JavaServer Pages and Java Servlets.
\ No newline at end of file
diff --git a/topics/xampp/xampp.png b/topics/xampp/xampp.png
new file mode 100644
index 000000000000..65af060e207a
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diff --git a/topics/xcode/xcode.png b/topics/xcode/xcode.png
index 87539a0455bc..ef0f265788be 100644
Binary files a/topics/xcode/xcode.png and b/topics/xcode/xcode.png differ
diff --git a/topics/xk6/index.md b/topics/xk6/index.md
new file mode 100644
index 000000000000..ceba2e62e34e
--- /dev/null
+++ b/topics/xk6/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Grafana Labs
+display_name: Grafana k6 extension
+github_url: https://github.com/grafana/xk6
+logo: xk6.png
+short_description: Extensions for the Grafana k6.
+topic: xk6
+url: https://grafana.com/docs/k6/latest/extensions/
+---
+[xk6](https://github.com/grafana/xk6) is one of the core components of the [Grafana k6](https://github.com/grafana/k6) performance testing ecosystem. Developers can use the `xk6` command-line tool to customize k6, allowing them to add features, protocols, or output options to meet specific testing needs.
+
+k6 extensions are located in repositories named `xk6-*` and tagged with the `xk6` topic.
diff --git a/topics/xk6/xk6.png b/topics/xk6/xk6.png
new file mode 100644
index 000000000000..25a12245226b
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diff --git a/topics/xonsh/index.md b/topics/xonsh/index.md
new file mode 100644
index 000000000000..c786d316c555
--- /dev/null
+++ b/topics/xonsh/index.md
@@ -0,0 +1,12 @@
+---
+created_by: Anthony Scopatz and the team
+display_name: Xonsh
+logo: xonsh.png
+related: xontrib, xonsh-dev
+github_url: https://github.com/xonsh/xonsh
+short_description: Python-powered, cross-platform, Unix-gazing shell.
+released: January 1, 2016
+url: https://xon.sh/
+topic: xonsh
+---
+Xonsh is a Python-powered, cross-platform, Unix-gazing shell language and command prompt. The language is a superset of Python 3.6+ with additional shell primitives that you are used to from Bash and IPython. It works on all major systems including Linux, OSX, and Windows. Xonsh is meant for the daily use of experts and novices.
\ No newline at end of file
diff --git a/topics/xonsh/xonsh.png b/topics/xonsh/xonsh.png
new file mode 100644
index 000000000000..bcccca0aedc8
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diff --git a/topics/xontrib/index.md b/topics/xontrib/index.md
new file mode 100644
index 000000000000..7a5ebc387f6a
--- /dev/null
+++ b/topics/xontrib/index.md
@@ -0,0 +1,8 @@
+---
+display_name: Xontrib
+logo: xontrib.png
+related: xonsh, xonsh-dev
+short_description: Xontribs are a set of tools and conventions for extending the functionality of xonsh shell. 
+topic: xontrib
+---
+Xontributions, or xontribs, are a set of tools and conventions for extending the functionality of xonsh beyond what is provided by default. This allows 3rd party developers and users to improve their xonsh experience without having to go through the xonsh development and release cycle.
\ No newline at end of file
diff --git a/topics/xontrib/xontrib.png b/topics/xontrib/xontrib.png
new file mode 100644
index 000000000000..5f0101b9e1ed
Binary files /dev/null and b/topics/xontrib/xontrib.png differ
diff --git a/topics/xsoar/index.md b/topics/xsoar/index.md
new file mode 100644
index 000000000000..d447ab92916e
--- /dev/null
+++ b/topics/xsoar/index.md
@@ -0,0 +1,12 @@
+---
+aliases: demisto
+topic: xsoar
+display_name: Cortex XSOAR
+short_description: Security Automation platform sold by Palo Alto Networks.
+github_url: https://github.com/demisto
+url: https://xsoar.pan.dev/
+---
+Cortex XSOAR is a Security Automation platform sold by Palo Alto Networks enabling Security Operations teams to develop low-code playbooks to (semi-)automatically conduct the response to security alerts/incidents.
+The SOAR in XSOAR stands for "Security Orchestration, Automation and Response".
+XSOAR provides all kinds of open source community managed integrations for platforms/services commonly used by Security Operations teams.
+Before being bought by PAN, XSOAR was a fully open sourced project known as Demisto.
diff --git a/topics/yaml/index.md b/topics/yaml/index.md
index 00b7bbfcbabd..4045e8bb413e 100644
--- a/topics/yaml/index.md
+++ b/topics/yaml/index.md
@@ -1,12 +1,14 @@
 ---
 aliases: yml
 display_name: YAML
+created_by: Clark Evans, Ingy döt Net, Oren Ben-Kiki
 github_url: https://github.com/yaml/
 logo: yaml.png
 released: May 11, 2001
-short_description: YAML is a human friendly data serialization standard.
+short_description: YAML is a human-friendly data serialization standard.
 topic: yaml
 url: https://yaml.org/
 wikipedia_url: https://en.wikipedia.org/wiki/YAML
+related: xml, json, jsonc, json5, sax, data-serialization, yet-another, toml, ini
 ---
-YAML is a human friendly data serialization standard for all programming languages. YAML is a recursive acronym which stands for "YAML Ain't Markup Language". It is commonly used for configurations.
+**YAML** is a human-friendly data serialization standard for all programming languages. YAML is a recursive acronym which stands for "YAML Ain't Markup Language". It is commonly used for configurations.
diff --git a/topics/ynab/index.md b/topics/ynab/index.md
new file mode 100644
index 000000000000..02e015204593
--- /dev/null
+++ b/topics/ynab/index.md
@@ -0,0 +1,17 @@
+---
+display_name: You Need a Budget (YNAB)
+short_description: Refers to the zero-based budgeting app on web and mobile platforms.
+related: finance, budgeting, ynab-api, ynab4, ynab-converter, ynab-importer, ynab-format, ynab-transactions, ynab-exporter, ynab-webhook
+topic: ynab
+wikipedia_url: https://en.wikipedia.org/wiki/YNAB
+github_url: https://github.com/ynab
+logo: ynab.png
+url: https://www.ynab.com/
+released: 2015
+created_by: Jesse Mecham
+aliases: youneedabudget
+---
+
+YNAB stands for "You Need a Budget," a personal finance app and methodology that helps people manage money using a zero-based budgeting system. Every dollar is assigned a category within your plan. YNAB focuses on building better spending and saving habits, rather than analyzing all financial data.
+
+Learn more at [ynab.com](https://www.ynab.com/) or explore the [YNAB API](https://api.ynab.com/).
\ No newline at end of file
diff --git a/topics/ynab/ynab.png b/topics/ynab/ynab.png
new file mode 100644
index 000000000000..fed9ce79a52c
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diff --git a/topics/yourls/index.md b/topics/yourls/index.md
new file mode 100644
index 000000000000..a5ace366dae4
--- /dev/null
+++ b/topics/yourls/index.md
@@ -0,0 +1,13 @@
+---
+aliases: yourls-plugin, yourls-extension, yourls-client, yourls-translation
+created_by: Ozh Richard
+display_name: YOURLS
+logo: yourls.png
+related: urlshortener, url-shortener
+github_url: https://github.com/YOURLS/YOURLS
+short_description: YOURLS is a free and open source URL shortener, written in PHP.
+released: June 30, 2009
+url: https://yourls.org/
+topic: yourls
+---
+YOURLS is a set of PHP scripts that will allow you to run Your Own URL Shortener, on your server. You'll have full control over your data, detailed stats, analytics, plugins, and more. It's free, open source, and taken care of by a community of 100+ contributors.
diff --git a/topics/yourls/yourls.png b/topics/yourls/yourls.png
new file mode 100644
index 000000000000..f1e9cbf7f0a2
Binary files /dev/null and b/topics/yourls/yourls.png differ
diff --git a/topics/youtube/index.md b/topics/youtube/index.md
index 4007b4ea694c..80b51de3be75 100644
--- a/topics/youtube/index.md
+++ b/topics/youtube/index.md
@@ -3,7 +3,7 @@ aliases: youtube-video, youtube-channel, youtube-search
 created_by: Jawed Karim, Chad Hurley, Steve Chen
 display_name: YouTube
 logo: youtube.png
-related: google
+related: google, vimeo, peertube, dailymotion, invidious, piped
 github_url: https://github.com/youtube
 short_description: YouTube is an online video sharing and social media platform owned by Google.
 released: February 14, 2005
@@ -11,4 +11,4 @@ url: https://youtube.com/
 topic: youtube
 wikipedia_url: https://en.wikipedia.org/wiki/YouTube
 ---
-YouTube is an online video sharing and social media platform owned by Google where users can watch, like, share, comment and upload their own videos. The video service can be accessed on PCs, laptops, tablets and via mobile phones. YouTube is the second most popular site on the web, with visitors watching around 1 billion hours of video every day.
+**YouTube** is an online video sharing and social media platform owned by Google where users can watch, like, share, comment and upload their own videos. The video service can be accessed on PCs, laptops, tablets and via mobile phones. YouTube is the second most popular site on the web, with visitors watching around 1 billion hours of video every day.
diff --git a/topics/yugioh/index.md b/topics/yugioh/index.md
new file mode 100644
index 000000000000..882a5f05c72b
--- /dev/null
+++ b/topics/yugioh/index.md
@@ -0,0 +1,12 @@
+---
+display_name: Yu-Gi-Oh!
+created_by: Kazuki Takahashi, Konami
+related: game, card-game
+short_description: Yu-Gi-Oh! is a collectible card game developed and published by Konami.
+topic: yugioh
+aliases: yu-gi-oh
+url: https://www.yugioh-card.com/
+wikipedia_url: https://en.wikipedia.org/wiki/Yu-Gi-Oh!_Trading_Card_Game
+---
+
+Yu-Gi-Oh! (Japanese: 遊☆戯☆王), originally a manga series authored by Kazuki Takahashi, has grown into one of the most successful and recognizable trading card games (TCG) produced by Konami. The game has spawned an extensive array of anime and manga adaptations, video games, and official tournaments, making it a cornerstone of modern pop culture and competitive gaming. With thousands of unique cards available, Yu-Gi-Oh! offers endless possibilities for strategy and collection.
diff --git a/topics/zenscript/index.md b/topics/zenscript/index.md
new file mode 100644
index 000000000000..1f18945a5da4
--- /dev/null
+++ b/topics/zenscript/index.md
@@ -0,0 +1,7 @@
+---
+display_name: Zenscript
+short_description: zenscript is a script created by the modding group CraftTweaker in 2014.
+aliases: zen-script
+topic: zenscript
+---
+zenscript is a script created by the modding group CraftTweaker in 2014, initially for the creations of modifications on minecraft.
diff --git a/topics/zeplin/index.md b/topics/zeplin/index.md
index 32ef21021fe7..145a09ef8b87 100644
--- a/topics/zeplin/index.md
+++ b/topics/zeplin/index.md
@@ -1,5 +1,5 @@
 ---
-aliases: zeplin-extension,zem
+aliases: zeplin-extension, zem
 created_by: Zeplin
 display_name: Zeplin
 github_url: https://github.com/zeplin
@@ -9,4 +9,4 @@ short_description: Zeplin is a connected space for product teams where they can
 topic: zeplin
 url: https://zeplin.io
 ---
-Zeplin is a connected space for product teams. It helps you collect and organize your team’s projects and resources like components, colors, and text styles. Everyone in the team can access up to date design resources and discussions. They also get notified of changes easily.
\ No newline at end of file
+Zeplin is a connected space for product teams. It helps you collect and organize your team’s projects and resources like components, colors, and text styles. Everyone in the team can access up to date design resources and discussions. They also get notified of changes easily.
diff --git a/topics/zeronet/index.md b/topics/zeronet/index.md
index ec659141f8ad..350bf2e0f1b8 100644
--- a/topics/zeronet/index.md
+++ b/topics/zeronet/index.md
@@ -4,8 +4,8 @@ released: January 12, 2015
 display_name: ZeroNet
 short_description: Open, free and uncensorable websites, using Bitcoin cryptography and BitTorrent network.
 topic: zeronet
-aliases: zeroframe,zite
-related: bittorrent,bitcoin,decentralized,p2p
+aliases: zeroframe, zite
+related: bittorrent, bitcoin, decentralized, p2p
 logo: zeronet.png
 url: https://zeronet.io/
 github_url: https://github.com/HelloZeroNet/ZeroNet
diff --git a/topics/zig/index.md b/topics/zig/index.md
index 255ac66f59a2..ca1160d73648 100644
--- a/topics/zig/index.md
+++ b/topics/zig/index.md
@@ -4,10 +4,10 @@ created_by: Andrew Kelley
 display_name: Zig
 github_url: https://github.com/ziglang/zig
 logo: zig.png
-released: February 2016
+released: February 8, 2016
 short_description: Zig is a general-purpose programming language and toolchain.
 topic: zig
-url: https://ziglang.org/
+url: https://ziglang.org
 wikipedia_url: https://en.wikipedia.org/wiki/Zig_(programming_language)
 ---
 Zig is a general-purpose programming language and toolchain for maintaining robust, optimal, and reusable software. Focus on debugging your application rather than debugging your programming language knowledge. There is no hidden control flow, no hidden memory allocations, no preprocessor, and no macros.
diff --git a/topics/zip/index.md b/topics/zip/index.md
new file mode 100644
index 000000000000..8c65f8d32a01
--- /dev/null
+++ b/topics/zip/index.md
@@ -0,0 +1,10 @@
+---
+created_by: Phil Katz
+display_name: Zip
+related: 7zip, gzip, zlib
+short_description: Zip is an archive format that stores files and their directory structure.
+released: February 14, 1989
+topic: zip
+wikipedia_url: https://en.wikipedia.org/wiki/ZIP_(file_format)
+---
+ZIP is an archive file format that supports lossless data compression. A ZIP file may contain one or more files or directories that may have been compressed. The ZIP file format permits a number of compression algorithms, though DEFLATE is the most common.
diff --git a/topics/zkp/index.md b/topics/zkp/index.md
new file mode 100644
index 000000000000..1188dfbf9055
--- /dev/null
+++ b/topics/zkp/index.md
@@ -0,0 +1,11 @@
+---
+aliases: zkps, zkproof, zero-knowledge-proofs
+display_name: Zero-knowledge proof
+short_description: ZKP allows one party to prove a statement to another party without revealing any information about that statement.
+topic: zkp
+logo: zkp.png
+related: cryptography, zk
+wikipedia_url: https://en.wikipedia.org/wiki/Zero-knowledge_proof
+---
+
+Zero-knowledge proof (ZKP) is a cryptographic protocol where one party can prove to another party that a statement is true without revealing any information beyond the fact of the statement's truth.
diff --git a/topics/zkp/zkp.png b/topics/zkp/zkp.png
new file mode 100644
index 000000000000..a9a4a968b546
Binary files /dev/null and b/topics/zkp/zkp.png differ
diff --git a/topics/zscript/index.md b/topics/zscript/index.md
new file mode 100644
index 000000000000..f47f541f053d
--- /dev/null
+++ b/topics/zscript/index.md
@@ -0,0 +1,6 @@
+---
+display_name: Zscript
+short_description: Zscript is a programming language created in 2005 by the Zdoom team.
+topic: zscript 
+---
+Zscript is a programming language created in 2005 by the Zdoom team for gzdoom and used in their games/mods.
\ No newline at end of file
diff --git a/topics/zustand/index.md b/topics/zustand/index.md
new file mode 100644
index 000000000000..5794ca57a143
--- /dev/null
+++ b/topics/zustand/index.md
@@ -0,0 +1,10 @@
+---
+display_name: Zustand
+github_url: https://github.com/pmndrs/zustand/
+logo: zustand.png
+related: react, state-management
+short_description: Bear necessities for state management in React.
+topic: zustand
+url: https://docs.pmnd.rs/zustand/getting-started/introduction
+---
+Zustand is a small, fast, and scalable bearbones state-management solution using simplified flux principles. It has a comfy API based on hooks, isn't boilerplatey or opinionated.
diff --git a/topics/zustand/zustand.png b/topics/zustand/zustand.png
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+---
+display_name: ZX Spectrum
+topic: zx-spectrum
+aliases: spectrum, speccy, spectrum-zx, zxspectrum, spectrumzx, sinclair, sinclair-spectrum
+related: amstrad-cpc, commodore-64, bbc-micro, spectrum-next
+short_description: An 8-bit personal home computer developed by Sinclair Research and Britain's best-selling microcomputer.
+wikipedia_url: https://en.wikipedia.org/wiki/ZX_Spectrum
+created_by: Sinclair Research
+released: April 23, 1982
+logo: zx-spectrum.png
+---
+Sinclair's ZX Spectrum was an affordable computer that introduced colorful gaming and amateur programming for the masses. 
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