diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 000000000..16abc6aef
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,11 @@
+{
+  "name": "OpenAPI.NET",
+  "image": "mcr.microsoft.com/devcontainers/dotnet:10.0",
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-dotnettools.csdevkit"
+      ]
+    }
+  }
+}
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index c3da60bcb..49c969ced 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -28,3 +28,8 @@ updates:
         update-types:
           - version-update:semver-major
           - version-update:semver-minor
+  - package-ecosystem: "devcontainers"
+    directory: "/"
+    open-pull-requests-limit: 10
+    schedule:
+      interval: "daily"
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index 078b9e28f..9127b1bd5 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "3.8.0"
+  ".": "3.9.0"
 }
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 113d9ac37..558c2a93f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,24 @@
 # Changelog
 
+## [3.9.0](https://github.com/microsoft/OpenAPI.NET/compare/v3.8.0...v3.9.0) (2026-07-15)
+
+
+### Features
+
+* adds support for anchor and id external resolution ([1591007](https://github.com/microsoft/OpenAPI.NET/commit/15910070f2bf3006f79e1c43dd9c2b56e45d665c))
+* **schema:** resolve bare $dynamicRef via $dynamicAnchor index ([#2913](https://github.com/microsoft/OpenAPI.NET/issues/2913)) ([eacc2fc](https://github.com/microsoft/OpenAPI.NET/commit/eacc2fc06537fbb11fe95765e4fb6df09861c9af))
+* support relative URI resolution in $dynamicRef ([#2928](https://github.com/microsoft/OpenAPI.NET/issues/2928)) ([#2945](https://github.com/microsoft/OpenAPI.NET/issues/2945)) ([821053b](https://github.com/microsoft/OpenAPI.NET/commit/821053ba02129e92868df2ae0c26551fb3d5276a))
+
+
+### Bug Fixes
+
+* adds explicit error message for invalid json pointers ([63fc55d](https://github.com/microsoft/OpenAPI.NET/commit/63fc55d69274ebd405e677983e0a72efd2b96079))
+* adds explicit error message for invalid json pointers ([bc93efe](https://github.com/microsoft/OpenAPI.NET/commit/bc93efe9d4694e89da1ea30fbc2d031e7f1318ae))
+* default mapping is not being serialized with the correct shape ([fe4a25f](https://github.com/microsoft/OpenAPI.NET/commit/fe4a25f1f25c853404540d30f11812f1208f93c9))
+* differentiate unset value from null value in OpenApiSchema.Const ([#2936](https://github.com/microsoft/OpenAPI.NET/issues/2936)) ([07b525f](https://github.com/microsoft/OpenAPI.NET/commit/07b525f568b65b5003deaccc56829f5e7e8e2641))
+* handle nullability more accurately during serialization for 3.0/2.0 ([#2933](https://github.com/microsoft/OpenAPI.NET/issues/2933)) ([0ace243](https://github.com/microsoft/OpenAPI.NET/commit/0ace243ebbabe82aacc52d49fe58f54f039bdf76))
+* validate required properties of security scheme before serialization ([#2952](https://github.com/microsoft/OpenAPI.NET/issues/2952)) ([f31b192](https://github.com/microsoft/OpenAPI.NET/commit/f31b192e9d59d39671fdfd03b4fa4d309b03021b))
+
 ## [3.8.0](https://github.com/microsoft/OpenAPI.NET/compare/v3.7.0...v3.8.0) (2026-07-03)
 
 
diff --git a/Directory.Build.props b/Directory.Build.props
index f42f177a9..aec9507b2 100644
--- a/Directory.Build.props
+++ b/Directory.Build.props
@@ -12,13 +12,13 @@
     <PackageProjectUrl>https://github.com/Microsoft/OpenAPI.NET</PackageProjectUrl>
     <Copyright>© Microsoft Corporation. All rights reserved.</Copyright>
     <PackageTags>OpenAPI .NET</PackageTags>
-    <Version>3.8.0</Version>
+    <Version>3.9.0</Version>
   </PropertyGroup>
   <!-- https://github.com/clairernovotny/DeterministicBuilds#deterministic-builds -->
   <PropertyGroup Condition="'$(TF_BUILD)' == 'true'">
       <ContinuousIntegrationBuild>true</ContinuousIntegrationBuild>
   </PropertyGroup>
   <ItemGroup>
-    <PackageReference Condition="!$(MSBuildProjectName.EndsWith('Tests'))" Include="Microsoft.SourceLink.GitHub" Version="10.0.300" PrivateAssets="All"/>
+    <PackageReference Condition="!$(MSBuildProjectName.EndsWith('Tests'))" Include="Microsoft.SourceLink.GitHub" Version="10.0.301" PrivateAssets="All"/>
   </ItemGroup>
 </Project>
\ No newline at end of file
diff --git a/global.json b/global.json
index 12f5b9de6..d0c1ec64c 100644
--- a/global.json
+++ b/global.json
@@ -1,5 +1,5 @@
 {
   "sdk": {
-    "version": "10.0.301"
+    "version": "10.0.302"
   }
 }
\ No newline at end of file
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report-github.md b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report-github.md
index 9b377334f..2abba8670 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report-github.md
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report-github.md
@@ -1,20 +1,20 @@
 ```
 
-BenchmarkDotNet v0.15.8, Windows 11 (10.0.26200.8655/25H2/2025Update/HudsonValley2)
-Snapdragon X 12-core X1E80100 3.40 GHz (Max: 3.42GHz), 1 CPU, 12 logical and 12 physical cores
+BenchmarkDotNet v0.15.8, Linux Ubuntu 24.04.4 LTS (Noble Numbat)
+AMD EPYC 7763 2.45GHz, 1 CPU, 4 logical and 2 physical cores
 .NET SDK 10.0.301
-  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
-  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
+  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
+  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
 
 Job=ShortRun  IterationCount=3  LaunchCount=1  
 WarmupCount=3  
 
 ```
-| Method       | Mean         | Error         | StdDev       | Gen0       | Gen1       | Gen2      | Allocated    |
-|------------- |-------------:|--------------:|-------------:|-----------:|-----------:|----------:|-------------:|
-| PetStoreYaml |     275.7 μs |      16.56 μs |      0.91 μs |    76.1719 |    13.6719 |         - |     313.5 KB |
-| PetStoreJson |     120.8 μs |       3.75 μs |      0.21 μs |    42.9688 |    10.7422 |         - |    175.64 KB |
-| GHESYaml     | 633,787.7 μs | 233,432.08 μs | 12,795.20 μs | 45000.0000 | 19000.0000 | 3000.0000 | 254632.89 KB |
-| GHESJson     | 237,577.2 μs | 200,872.43 μs | 11,010.50 μs | 18000.0000 |  9000.0000 | 2000.0000 | 111804.38 KB |
-| GHESNextYaml | 788,550.2 μs | 630,692.15 μs | 34,570.36 μs | 79000.0000 | 20000.0000 | 3000.0000 | 450741.24 KB |
-| GHESNextJson | 482,486.5 μs | 298,619.77 μs | 16,368.36 μs | 53000.0000 | 13000.0000 | 3000.0000 | 312508.07 KB |
+| Method       | Mean           | Error         | StdDev       | Gen0       | Gen1       | Gen2      | Allocated    |
+|------------- |---------------:|--------------:|-------------:|-----------:|-----------:|----------:|-------------:|
+| PetStoreYaml |       582.2 μs |     208.61 μs |     11.43 μs |    19.5313 |     3.9063 |         - |    375.68 KB |
+| PetStoreJson |       252.3 μs |      29.46 μs |      1.61 μs |    11.7188 |     1.9531 |         - |    209.67 KB |
+| GHESYaml     | 1,005,560.1 μs | 211,112.24 μs | 11,571.77 μs | 22000.0000 | 18000.0000 | 3000.0000 | 311035.48 KB |
+| GHESJson     |   369,047.2 μs |  94,799.88 μs |  5,196.30 μs |  9000.0000 |  8000.0000 | 2000.0000 | 140644.21 KB |
+| GHESNextYaml | 1,241,432.6 μs | 106,390.00 μs |  5,831.60 μs | 34000.0000 | 19000.0000 | 3000.0000 | 513301.23 KB |
+| GHESNextJson |   626,499.0 μs |  70,802.74 μs |  3,880.94 μs | 22000.0000 | 10000.0000 | 2000.0000 | 345119.94 KB |
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.csv b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.csv
index 1a46d3ec9..316be68f2 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.csv
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.csv
@@ -1,7 +1,7 @@
 Method,Job,AnalyzeLaunchVariance,EvaluateOverhead,MaxAbsoluteError,MaxRelativeError,MinInvokeCount,MinIterationTime,OutlierMode,Affinity,EnvironmentVariables,Jit,LargeAddressAware,Platform,PowerPlanMode,Runtime,AllowVeryLargeObjects,Concurrent,CpuGroups,Force,HeapAffinitizeMask,HeapCount,NoAffinitize,RetainVm,Server,Arguments,BuildConfiguration,Clock,EngineFactory,NuGetReferences,Toolchain,IsMutator,InvocationCount,IterationCount,IterationTime,LaunchCount,MaxIterationCount,MaxWarmupIterationCount,MemoryRandomization,MinIterationCount,MinWarmupIterationCount,RunStrategy,UnrollFactor,WarmupCount,Mean,Error,StdDev,Gen0,Gen1,Gen2,Allocated
-PetStoreYaml,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,275.7 μs,16.56 μs,0.91 μs,76.1719,13.6719,0.0000,313.5 KB
-PetStoreJson,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,120.8 μs,3.75 μs,0.21 μs,42.9688,10.7422,0.0000,175.64 KB
-GHESYaml,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"633,787.7 μs","233,432.08 μs","12,795.20 μs",45000.0000,19000.0000,3000.0000,254632.89 KB
-GHESJson,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"237,577.2 μs","200,872.43 μs","11,010.50 μs",18000.0000,9000.0000,2000.0000,111804.38 KB
-GHESNextYaml,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"788,550.2 μs","630,692.15 μs","34,570.36 μs",79000.0000,20000.0000,3000.0000,450741.24 KB
-GHESNextJson,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"482,486.5 μs","298,619.77 μs","16,368.36 μs",53000.0000,13000.0000,3000.0000,312508.07 KB
+PetStoreYaml,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,582.2 μs,208.61 μs,11.43 μs,19.5313,3.9063,0.0000,375.68 KB
+PetStoreJson,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,252.3 μs,29.46 μs,1.61 μs,11.7188,1.9531,0.0000,209.67 KB
+GHESYaml,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"1,005,560.1 μs","211,112.24 μs","11,571.77 μs",22000.0000,18000.0000,3000.0000,311035.48 KB
+GHESJson,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"369,047.2 μs","94,799.88 μs","5,196.30 μs",9000.0000,8000.0000,2000.0000,140644.21 KB
+GHESNextYaml,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"1,241,432.6 μs","106,390.00 μs","5,831.60 μs",34000.0000,19000.0000,3000.0000,513301.23 KB
+GHESNextJson,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"626,499.0 μs","70,802.74 μs","3,880.94 μs",22000.0000,10000.0000,2000.0000,345119.94 KB
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.html b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.html
index 3024ef8c2..95b1dadc6 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.html
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.html
@@ -2,7 +2,7 @@
 <html lang='en'>
 <head>
 <meta charset='utf-8' />
-<title>performance.Descriptions-20260626-135225</title>
+<title>performance.Descriptions-20260714-121715</title>
 
 <style type="text/css">
 	table { border-collapse: collapse; display: block; width: 100%; overflow: auto; }
@@ -13,25 +13,25 @@
 </head>
 <body>
 <pre><code>
-BenchmarkDotNet v0.15.8, Windows 11 (10.0.26200.8655/25H2/2025Update/HudsonValley2)
-Snapdragon X 12-core X1E80100 3.40 GHz (Max: 3.42GHz), 1 CPU, 12 logical and 12 physical cores
+BenchmarkDotNet v0.15.8, Linux Ubuntu 24.04.4 LTS (Noble Numbat)
+AMD EPYC 7763 2.45GHz, 1 CPU, 4 logical and 2 physical cores
 .NET SDK 10.0.301
-  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
-  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
+  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
+  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
 </code></pre>
 <pre><code>Job=ShortRun  IterationCount=3  LaunchCount=1  
 WarmupCount=3  
 </code></pre>
 
 <table>
-<thead><tr><th>Method</th><th>Mean  </th><th>Error  </th><th>StdDev</th><th>Gen0</th><th>Gen1</th><th>Gen2</th><th>Allocated</th>
+<thead><tr><th>Method</th><th>Mean    </th><th>Error  </th><th>StdDev</th><th>Gen0</th><th>Gen1</th><th>Gen2</th><th>Allocated</th>
 </tr>
-</thead><tbody><tr><td>PetStoreYaml</td><td>275.7 &mu;s</td><td>16.56 &mu;s</td><td>0.91 &mu;s</td><td>76.1719</td><td>13.6719</td><td>-</td><td>313.5 KB</td>
-</tr><tr><td>PetStoreJson</td><td>120.8 &mu;s</td><td>3.75 &mu;s</td><td>0.21 &mu;s</td><td>42.9688</td><td>10.7422</td><td>-</td><td>175.64 KB</td>
-</tr><tr><td>GHESYaml</td><td>633,787.7 &mu;s</td><td>233,432.08 &mu;s</td><td>12,795.20 &mu;s</td><td>45000.0000</td><td>19000.0000</td><td>3000.0000</td><td>254632.89 KB</td>
-</tr><tr><td>GHESJson</td><td>237,577.2 &mu;s</td><td>200,872.43 &mu;s</td><td>11,010.50 &mu;s</td><td>18000.0000</td><td>9000.0000</td><td>2000.0000</td><td>111804.38 KB</td>
-</tr><tr><td>GHESNextYaml</td><td>788,550.2 &mu;s</td><td>630,692.15 &mu;s</td><td>34,570.36 &mu;s</td><td>79000.0000</td><td>20000.0000</td><td>3000.0000</td><td>450741.24 KB</td>
-</tr><tr><td>GHESNextJson</td><td>482,486.5 &mu;s</td><td>298,619.77 &mu;s</td><td>16,368.36 &mu;s</td><td>53000.0000</td><td>13000.0000</td><td>3000.0000</td><td>312508.07 KB</td>
+</thead><tbody><tr><td>PetStoreYaml</td><td>582.2 &mu;s</td><td>208.61 &mu;s</td><td>11.43 &mu;s</td><td>19.5313</td><td>3.9063</td><td>-</td><td>375.68 KB</td>
+</tr><tr><td>PetStoreJson</td><td>252.3 &mu;s</td><td>29.46 &mu;s</td><td>1.61 &mu;s</td><td>11.7188</td><td>1.9531</td><td>-</td><td>209.67 KB</td>
+</tr><tr><td>GHESYaml</td><td>1,005,560.1 &mu;s</td><td>211,112.24 &mu;s</td><td>11,571.77 &mu;s</td><td>22000.0000</td><td>18000.0000</td><td>3000.0000</td><td>311035.48 KB</td>
+</tr><tr><td>GHESJson</td><td>369,047.2 &mu;s</td><td>94,799.88 &mu;s</td><td>5,196.30 &mu;s</td><td>9000.0000</td><td>8000.0000</td><td>2000.0000</td><td>140644.21 KB</td>
+</tr><tr><td>GHESNextYaml</td><td>1,241,432.6 &mu;s</td><td>106,390.00 &mu;s</td><td>5,831.60 &mu;s</td><td>34000.0000</td><td>19000.0000</td><td>3000.0000</td><td>513301.23 KB</td>
+</tr><tr><td>GHESNextJson</td><td>626,499.0 &mu;s</td><td>70,802.74 &mu;s</td><td>3,880.94 &mu;s</td><td>22000.0000</td><td>10000.0000</td><td>2000.0000</td><td>345119.94 KB</td>
 </tr></tbody></table>
 </body>
 </html>
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.json b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.json
index 788c109fd..12c1bd17e 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.json
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.Descriptions-report.json
@@ -1 +1 @@
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diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report-github.md b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report-github.md
index 47616fb80..f0c86aebb 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report-github.md
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report-github.md
@@ -1,42 +1,42 @@
 ```
 
-BenchmarkDotNet v0.15.8, Windows 11 (10.0.26200.8655/25H2/2025Update/HudsonValley2)
-Snapdragon X 12-core X1E80100 3.40 GHz (Max: 3.42GHz), 1 CPU, 12 logical and 12 physical cores
+BenchmarkDotNet v0.15.8, Linux Ubuntu 24.04.4 LTS (Noble Numbat)
+AMD EPYC 7763 2.45GHz, 1 CPU, 4 logical and 2 physical cores
 .NET SDK 10.0.301
-  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
-  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
+  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
+  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
 
 Job=ShortRun  IterationCount=3  LaunchCount=1  
 WarmupCount=3  
 
 ```
-| Method                      | Mean       | Error       | StdDev    | Gen0   | Allocated |
-|---------------------------- |-----------:|------------:|----------:|-------:|----------:|
-| EmptyApiCallback            |   8.441 ns |   0.9560 ns | 0.0524 ns | 0.0076 |      32 B |
-| EmptyApiComponents          |   8.789 ns |   3.0390 ns | 0.1666 ns | 0.0268 |     112 B |
-| EmptyApiContact             |   1.718 ns |   1.3157 ns | 0.0721 ns | 0.0115 |      48 B |
-| EmptyApiDiscriminator       |   1.850 ns |   1.5513 ns | 0.0850 ns | 0.0115 |      48 B |
-| EmptyDocument               | 275.419 ns | 113.2081 ns | 6.2053 ns | 0.2732 |    1144 B |
-| EmptyApiEncoding            |   8.658 ns |   5.0614 ns | 0.2774 ns | 0.0191 |      80 B |
-| EmptyApiExample             |   8.261 ns |   4.4939 ns | 0.2463 ns | 0.0172 |      72 B |
-| EmptyApiExternalDocs        |   7.637 ns |   3.4662 ns | 0.1900 ns | 0.0096 |      40 B |
-| EmptyApiHeader              |   2.212 ns |   3.2714 ns | 0.1793 ns | 0.0191 |      80 B |
-| EmptyApiInfo                |   2.498 ns |   2.0242 ns | 0.1110 ns | 0.0191 |      80 B |
-| EmptyApiLicense             |   1.935 ns |   1.7171 ns | 0.0941 ns | 0.0115 |      48 B |
-| EmptyApiLink                |   2.201 ns |   0.8545 ns | 0.0468 ns | 0.0172 |      72 B |
-| EmptyApiMediaType           |   8.823 ns |   5.9655 ns | 0.3270 ns | 0.0191 |      80 B |
-| EmptyApiOAuthFlow           |   2.194 ns |   0.4027 ns | 0.0221 ns | 0.0153 |      64 B |
-| EmptyApiOAuthFlows          |   9.184 ns |   2.3278 ns | 0.1276 ns | 0.0153 |      64 B |
-| EmptyApiOperation           | 100.518 ns |  21.5626 ns | 1.1819 ns | 0.0899 |     376 B |
-| EmptyApiParameter           |   9.626 ns |   0.7296 ns | 0.0400 ns | 0.0229 |      96 B |
-| EmptyApiPathItem            |   2.333 ns |   0.0919 ns | 0.0050 ns | 0.0153 |      64 B |
-| EmptyApiPaths               |  43.750 ns |   3.5441 ns | 0.1943 ns | 0.0592 |     248 B |
-| EmptyApiRequestBody         |   8.899 ns |   0.9160 ns | 0.0502 ns | 0.0115 |      48 B |
-| EmptyApiResponse            |   9.078 ns |   1.3136 ns | 0.0720 ns | 0.0153 |      64 B |
-| EmptyApiResponses           |  84.375 ns |   9.9152 ns | 0.5435 ns | 0.0592 |     248 B |
-| EmptyApiSchema              |  11.545 ns |   1.5733 ns | 0.0862 ns | 0.1224 |     512 B |
-| EmptyApiSecurityRequirement |   7.186 ns |   0.6334 ns | 0.0347 ns | 0.0249 |     104 B |
-| EmptyApiSecurityScheme      |   2.914 ns |   4.4421 ns | 0.2435 ns | 0.0249 |     104 B |
-| EmptyApiServer              |   2.276 ns |   0.6819 ns | 0.0374 ns | 0.0134 |      56 B |
-| EmptyApiServerVariable      |   2.324 ns |   0.6012 ns | 0.0330 ns | 0.0115 |      48 B |
-| EmptyApiTag                 |   2.387 ns |   0.8556 ns | 0.0469 ns | 0.0172 |      72 B |
+| Method                      | Mean         | Error       | StdDev     | Gen0   | Allocated |
+|---------------------------- |-------------:|------------:|-----------:|-------:|----------:|
+| EmptyApiCallback            |    13.559 ns |  18.4262 ns |  1.0100 ns | 0.0019 |      32 B |
+| EmptyApiComponents          |    16.536 ns |  46.6608 ns |  2.5576 ns | 0.0067 |     112 B |
+| EmptyApiContact             |    13.787 ns |  33.7542 ns |  1.8502 ns | 0.0029 |      48 B |
+| EmptyApiDiscriminator       |    10.289 ns |   7.6409 ns |  0.4188 ns | 0.0029 |      48 B |
+| EmptyDocument               | 1,212.262 ns | 228.0732 ns | 12.5015 ns | 0.0687 |    1160 B |
+| EmptyApiEncoding            |    16.019 ns |   8.9064 ns |  0.4882 ns | 0.0048 |      80 B |
+| EmptyApiExample             |     7.675 ns |   0.0519 ns |  0.0028 ns | 0.0043 |      72 B |
+| EmptyApiExternalDocs        |    11.095 ns |  17.5104 ns |  0.9598 ns | 0.0024 |      40 B |
+| EmptyApiHeader              |    12.965 ns |  15.0039 ns |  0.8224 ns | 0.0048 |      80 B |
+| EmptyApiInfo                |     9.089 ns |   2.0775 ns |  0.1139 ns | 0.0048 |      80 B |
+| EmptyApiLicense             |    15.303 ns |  25.4293 ns |  1.3939 ns | 0.0029 |      48 B |
+| EmptyApiLink                |    11.312 ns |   9.0124 ns |  0.4940 ns | 0.0043 |      72 B |
+| EmptyApiMediaType           |    13.833 ns |  20.3302 ns |  1.1144 ns | 0.0048 |      80 B |
+| EmptyApiOAuthFlow           |    10.090 ns |  17.9927 ns |  0.9862 ns | 0.0038 |      64 B |
+| EmptyApiOAuthFlows          |     8.289 ns |   5.9660 ns |  0.3270 ns | 0.0038 |      64 B |
+| EmptyApiOperation           |    77.781 ns |  16.9606 ns |  0.9297 ns | 0.0224 |     376 B |
+| EmptyApiParameter           |    15.831 ns |  20.4125 ns |  1.1189 ns | 0.0057 |      96 B |
+| EmptyApiPathItem            |    10.735 ns |   4.5651 ns |  0.2502 ns | 0.0038 |      64 B |
+| EmptyApiPaths               |    61.156 ns |  10.0591 ns |  0.5514 ns | 0.0148 |     248 B |
+| EmptyApiRequestBody         |    10.578 ns |  12.3590 ns |  0.6774 ns | 0.0029 |      48 B |
+| EmptyApiResponse            |    12.502 ns |   3.6616 ns |  0.2007 ns | 0.0038 |      64 B |
+| EmptyApiResponses           |    62.856 ns |  27.1422 ns |  1.4878 ns | 0.0148 |     248 B |
+| EmptyApiSchema              |    23.426 ns |   8.6128 ns |  0.4721 ns | 0.0306 |     512 B |
+| EmptyApiSecurityRequirement |    16.151 ns |  20.2796 ns |  1.1116 ns | 0.0062 |     104 B |
+| EmptyApiSecurityScheme      |    16.169 ns |  35.9051 ns |  1.9681 ns | 0.0062 |     104 B |
+| EmptyApiServer              |     8.241 ns |   7.0772 ns |  0.3879 ns | 0.0033 |      56 B |
+| EmptyApiServerVariable      |    13.641 ns |  52.1485 ns |  2.8584 ns | 0.0029 |      48 B |
+| EmptyApiTag                 |    12.151 ns |  25.0675 ns |  1.3740 ns | 0.0043 |      72 B |
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.csv b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.csv
index ebcff79a1..3a26c88a8 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.csv
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.csv
@@ -1,29 +1,29 @@
 Method,Job,AnalyzeLaunchVariance,EvaluateOverhead,MaxAbsoluteError,MaxRelativeError,MinInvokeCount,MinIterationTime,OutlierMode,Affinity,EnvironmentVariables,Jit,LargeAddressAware,Platform,PowerPlanMode,Runtime,AllowVeryLargeObjects,Concurrent,CpuGroups,Force,HeapAffinitizeMask,HeapCount,NoAffinitize,RetainVm,Server,Arguments,BuildConfiguration,Clock,EngineFactory,NuGetReferences,Toolchain,IsMutator,InvocationCount,IterationCount,IterationTime,LaunchCount,MaxIterationCount,MaxWarmupIterationCount,MemoryRandomization,MinIterationCount,MinWarmupIterationCount,RunStrategy,UnrollFactor,WarmupCount,Mean,Error,StdDev,Gen0,Allocated
-EmptyApiCallback,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.441 ns,0.9560 ns,0.0524 ns,0.0076,32 B
-EmptyApiComponents,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.789 ns,3.0390 ns,0.1666 ns,0.0268,112 B
-EmptyApiContact,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,1.718 ns,1.3157 ns,0.0721 ns,0.0115,48 B
-EmptyApiDiscriminator,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,1.850 ns,1.5513 ns,0.0850 ns,0.0115,48 B
-EmptyDocument,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,275.419 ns,113.2081 ns,6.2053 ns,0.2732,1144 B
-EmptyApiEncoding,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.658 ns,5.0614 ns,0.2774 ns,0.0191,80 B
-EmptyApiExample,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.261 ns,4.4939 ns,0.2463 ns,0.0172,72 B
-EmptyApiExternalDocs,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,7.637 ns,3.4662 ns,0.1900 ns,0.0096,40 B
-EmptyApiHeader,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.212 ns,3.2714 ns,0.1793 ns,0.0191,80 B
-EmptyApiInfo,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.498 ns,2.0242 ns,0.1110 ns,0.0191,80 B
-EmptyApiLicense,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,1.935 ns,1.7171 ns,0.0941 ns,0.0115,48 B
-EmptyApiLink,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.201 ns,0.8545 ns,0.0468 ns,0.0172,72 B
-EmptyApiMediaType,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.823 ns,5.9655 ns,0.3270 ns,0.0191,80 B
-EmptyApiOAuthFlow,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.194 ns,0.4027 ns,0.0221 ns,0.0153,64 B
-EmptyApiOAuthFlows,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,9.184 ns,2.3278 ns,0.1276 ns,0.0153,64 B
-EmptyApiOperation,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,100.518 ns,21.5626 ns,1.1819 ns,0.0899,376 B
-EmptyApiParameter,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,9.626 ns,0.7296 ns,0.0400 ns,0.0229,96 B
-EmptyApiPathItem,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.333 ns,0.0919 ns,0.0050 ns,0.0153,64 B
-EmptyApiPaths,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,43.750 ns,3.5441 ns,0.1943 ns,0.0592,248 B
-EmptyApiRequestBody,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.899 ns,0.9160 ns,0.0502 ns,0.0115,48 B
-EmptyApiResponse,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,9.078 ns,1.3136 ns,0.0720 ns,0.0153,64 B
-EmptyApiResponses,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,84.375 ns,9.9152 ns,0.5435 ns,0.0592,248 B
-EmptyApiSchema,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,11.545 ns,1.5733 ns,0.0862 ns,0.1224,512 B
-EmptyApiSecurityRequirement,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,7.186 ns,0.6334 ns,0.0347 ns,0.0249,104 B
-EmptyApiSecurityScheme,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.914 ns,4.4421 ns,0.2435 ns,0.0249,104 B
-EmptyApiServer,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.276 ns,0.6819 ns,0.0374 ns,0.0134,56 B
-EmptyApiServerVariable,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.324 ns,0.6012 ns,0.0330 ns,0.0115,48 B
-EmptyApiTag,ShortRun,False,Default,Default,Default,Default,Default,Default,111111111111,Empty,RyuJit,Default,Arm64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,2.387 ns,0.8556 ns,0.0469 ns,0.0172,72 B
+EmptyApiCallback,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,13.559 ns,18.4262 ns,1.0100 ns,0.0019,32 B
+EmptyApiComponents,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,16.536 ns,46.6608 ns,2.5576 ns,0.0067,112 B
+EmptyApiContact,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,13.787 ns,33.7542 ns,1.8502 ns,0.0029,48 B
+EmptyApiDiscriminator,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,10.289 ns,7.6409 ns,0.4188 ns,0.0029,48 B
+EmptyDocument,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,"1,212.262 ns",228.0732 ns,12.5015 ns,0.0687,1160 B
+EmptyApiEncoding,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,16.019 ns,8.9064 ns,0.4882 ns,0.0048,80 B
+EmptyApiExample,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,7.675 ns,0.0519 ns,0.0028 ns,0.0043,72 B
+EmptyApiExternalDocs,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,11.095 ns,17.5104 ns,0.9598 ns,0.0024,40 B
+EmptyApiHeader,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,12.965 ns,15.0039 ns,0.8224 ns,0.0048,80 B
+EmptyApiInfo,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,9.089 ns,2.0775 ns,0.1139 ns,0.0048,80 B
+EmptyApiLicense,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,15.303 ns,25.4293 ns,1.3939 ns,0.0029,48 B
+EmptyApiLink,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,11.312 ns,9.0124 ns,0.4940 ns,0.0043,72 B
+EmptyApiMediaType,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,13.833 ns,20.3302 ns,1.1144 ns,0.0048,80 B
+EmptyApiOAuthFlow,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,10.090 ns,17.9927 ns,0.9862 ns,0.0038,64 B
+EmptyApiOAuthFlows,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.289 ns,5.9660 ns,0.3270 ns,0.0038,64 B
+EmptyApiOperation,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,77.781 ns,16.9606 ns,0.9297 ns,0.0224,376 B
+EmptyApiParameter,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,15.831 ns,20.4125 ns,1.1189 ns,0.0057,96 B
+EmptyApiPathItem,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,10.735 ns,4.5651 ns,0.2502 ns,0.0038,64 B
+EmptyApiPaths,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,61.156 ns,10.0591 ns,0.5514 ns,0.0148,248 B
+EmptyApiRequestBody,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,10.578 ns,12.3590 ns,0.6774 ns,0.0029,48 B
+EmptyApiResponse,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,12.502 ns,3.6616 ns,0.2007 ns,0.0038,64 B
+EmptyApiResponses,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,62.856 ns,27.1422 ns,1.4878 ns,0.0148,248 B
+EmptyApiSchema,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,23.426 ns,8.6128 ns,0.4721 ns,0.0306,512 B
+EmptyApiSecurityRequirement,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,16.151 ns,20.2796 ns,1.1116 ns,0.0062,104 B
+EmptyApiSecurityScheme,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,16.169 ns,35.9051 ns,1.9681 ns,0.0062,104 B
+EmptyApiServer,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,8.241 ns,7.0772 ns,0.3879 ns,0.0033,56 B
+EmptyApiServerVariable,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,13.641 ns,52.1485 ns,2.8584 ns,0.0029,48 B
+EmptyApiTag,ShortRun,False,Default,Default,Default,Default,Default,Default,1111,Empty,RyuJit,Default,X64,8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c,.NET 8.0,False,True,False,True,Default,Default,False,False,False,Default,Default,Default,Default,Default,Default,Default,Default,3,Default,1,Default,Default,Default,Default,Default,Default,16,3,12.151 ns,25.0675 ns,1.3740 ns,0.0043,72 B
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.html b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.html
index fb0d028e5..41c9421d7 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.html
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.html
@@ -2,7 +2,7 @@
 <html lang='en'>
 <head>
 <meta charset='utf-8' />
-<title>performance.EmptyModels-20260626-135315</title>
+<title>performance.EmptyModels-20260714-121823</title>
 
 <style type="text/css">
 	table { border-collapse: collapse; display: block; width: 100%; overflow: auto; }
@@ -13,47 +13,47 @@
 </head>
 <body>
 <pre><code>
-BenchmarkDotNet v0.15.8, Windows 11 (10.0.26200.8655/25H2/2025Update/HudsonValley2)
-Snapdragon X 12-core X1E80100 3.40 GHz (Max: 3.42GHz), 1 CPU, 12 logical and 12 physical cores
+BenchmarkDotNet v0.15.8, Linux Ubuntu 24.04.4 LTS (Noble Numbat)
+AMD EPYC 7763 2.45GHz, 1 CPU, 4 logical and 2 physical cores
 .NET SDK 10.0.301
-  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
-  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), Arm64 RyuJIT armv8.0-a
+  [Host]   : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
+  ShortRun : .NET 8.0.28 (8.0.28, 8.0.2826.26413), X64 RyuJIT x86-64-v3
 </code></pre>
 <pre><code>Job=ShortRun  IterationCount=3  LaunchCount=1  
 WarmupCount=3  
 </code></pre>
 
 <table>
-<thead><tr><th>Method               </th><th>Mean</th><th>Error</th><th>StdDev</th><th>Gen0</th><th>Allocated</th>
+<thead><tr><th>Method               </th><th>Mean  </th><th>Error</th><th>StdDev</th><th>Gen0</th><th>Allocated</th>
 </tr>
-</thead><tbody><tr><td>EmptyApiCallback</td><td>8.441 ns</td><td>0.9560 ns</td><td>0.0524 ns</td><td>0.0076</td><td>32 B</td>
-</tr><tr><td>EmptyApiComponents</td><td>8.789 ns</td><td>3.0390 ns</td><td>0.1666 ns</td><td>0.0268</td><td>112 B</td>
-</tr><tr><td>EmptyApiContact</td><td>1.718 ns</td><td>1.3157 ns</td><td>0.0721 ns</td><td>0.0115</td><td>48 B</td>
-</tr><tr><td>EmptyApiDiscriminator</td><td>1.850 ns</td><td>1.5513 ns</td><td>0.0850 ns</td><td>0.0115</td><td>48 B</td>
-</tr><tr><td>EmptyDocument</td><td>275.419 ns</td><td>113.2081 ns</td><td>6.2053 ns</td><td>0.2732</td><td>1144 B</td>
-</tr><tr><td>EmptyApiEncoding</td><td>8.658 ns</td><td>5.0614 ns</td><td>0.2774 ns</td><td>0.0191</td><td>80 B</td>
-</tr><tr><td>EmptyApiExample</td><td>8.261 ns</td><td>4.4939 ns</td><td>0.2463 ns</td><td>0.0172</td><td>72 B</td>
-</tr><tr><td>EmptyApiExternalDocs</td><td>7.637 ns</td><td>3.4662 ns</td><td>0.1900 ns</td><td>0.0096</td><td>40 B</td>
-</tr><tr><td>EmptyApiHeader</td><td>2.212 ns</td><td>3.2714 ns</td><td>0.1793 ns</td><td>0.0191</td><td>80 B</td>
-</tr><tr><td>EmptyApiInfo</td><td>2.498 ns</td><td>2.0242 ns</td><td>0.1110 ns</td><td>0.0191</td><td>80 B</td>
-</tr><tr><td>EmptyApiLicense</td><td>1.935 ns</td><td>1.7171 ns</td><td>0.0941 ns</td><td>0.0115</td><td>48 B</td>
-</tr><tr><td>EmptyApiLink</td><td>2.201 ns</td><td>0.8545 ns</td><td>0.0468 ns</td><td>0.0172</td><td>72 B</td>
-</tr><tr><td>EmptyApiMediaType</td><td>8.823 ns</td><td>5.9655 ns</td><td>0.3270 ns</td><td>0.0191</td><td>80 B</td>
-</tr><tr><td>EmptyApiOAuthFlow</td><td>2.194 ns</td><td>0.4027 ns</td><td>0.0221 ns</td><td>0.0153</td><td>64 B</td>
-</tr><tr><td>EmptyApiOAuthFlows</td><td>9.184 ns</td><td>2.3278 ns</td><td>0.1276 ns</td><td>0.0153</td><td>64 B</td>
-</tr><tr><td>EmptyApiOperation</td><td>100.518 ns</td><td>21.5626 ns</td><td>1.1819 ns</td><td>0.0899</td><td>376 B</td>
-</tr><tr><td>EmptyApiParameter</td><td>9.626 ns</td><td>0.7296 ns</td><td>0.0400 ns</td><td>0.0229</td><td>96 B</td>
-</tr><tr><td>EmptyApiPathItem</td><td>2.333 ns</td><td>0.0919 ns</td><td>0.0050 ns</td><td>0.0153</td><td>64 B</td>
-</tr><tr><td>EmptyApiPaths</td><td>43.750 ns</td><td>3.5441 ns</td><td>0.1943 ns</td><td>0.0592</td><td>248 B</td>
-</tr><tr><td>EmptyApiRequestBody</td><td>8.899 ns</td><td>0.9160 ns</td><td>0.0502 ns</td><td>0.0115</td><td>48 B</td>
-</tr><tr><td>EmptyApiResponse</td><td>9.078 ns</td><td>1.3136 ns</td><td>0.0720 ns</td><td>0.0153</td><td>64 B</td>
-</tr><tr><td>EmptyApiResponses</td><td>84.375 ns</td><td>9.9152 ns</td><td>0.5435 ns</td><td>0.0592</td><td>248 B</td>
-</tr><tr><td>EmptyApiSchema</td><td>11.545 ns</td><td>1.5733 ns</td><td>0.0862 ns</td><td>0.1224</td><td>512 B</td>
-</tr><tr><td>EmptyApiSecurityRequirement</td><td>7.186 ns</td><td>0.6334 ns</td><td>0.0347 ns</td><td>0.0249</td><td>104 B</td>
-</tr><tr><td>EmptyApiSecurityScheme</td><td>2.914 ns</td><td>4.4421 ns</td><td>0.2435 ns</td><td>0.0249</td><td>104 B</td>
-</tr><tr><td>EmptyApiServer</td><td>2.276 ns</td><td>0.6819 ns</td><td>0.0374 ns</td><td>0.0134</td><td>56 B</td>
-</tr><tr><td>EmptyApiServerVariable</td><td>2.324 ns</td><td>0.6012 ns</td><td>0.0330 ns</td><td>0.0115</td><td>48 B</td>
-</tr><tr><td>EmptyApiTag</td><td>2.387 ns</td><td>0.8556 ns</td><td>0.0469 ns</td><td>0.0172</td><td>72 B</td>
+</thead><tbody><tr><td>EmptyApiCallback</td><td>13.559 ns</td><td>18.4262 ns</td><td>1.0100 ns</td><td>0.0019</td><td>32 B</td>
+</tr><tr><td>EmptyApiComponents</td><td>16.536 ns</td><td>46.6608 ns</td><td>2.5576 ns</td><td>0.0067</td><td>112 B</td>
+</tr><tr><td>EmptyApiContact</td><td>13.787 ns</td><td>33.7542 ns</td><td>1.8502 ns</td><td>0.0029</td><td>48 B</td>
+</tr><tr><td>EmptyApiDiscriminator</td><td>10.289 ns</td><td>7.6409 ns</td><td>0.4188 ns</td><td>0.0029</td><td>48 B</td>
+</tr><tr><td>EmptyDocument</td><td>1,212.262 ns</td><td>228.0732 ns</td><td>12.5015 ns</td><td>0.0687</td><td>1160 B</td>
+</tr><tr><td>EmptyApiEncoding</td><td>16.019 ns</td><td>8.9064 ns</td><td>0.4882 ns</td><td>0.0048</td><td>80 B</td>
+</tr><tr><td>EmptyApiExample</td><td>7.675 ns</td><td>0.0519 ns</td><td>0.0028 ns</td><td>0.0043</td><td>72 B</td>
+</tr><tr><td>EmptyApiExternalDocs</td><td>11.095 ns</td><td>17.5104 ns</td><td>0.9598 ns</td><td>0.0024</td><td>40 B</td>
+</tr><tr><td>EmptyApiHeader</td><td>12.965 ns</td><td>15.0039 ns</td><td>0.8224 ns</td><td>0.0048</td><td>80 B</td>
+</tr><tr><td>EmptyApiInfo</td><td>9.089 ns</td><td>2.0775 ns</td><td>0.1139 ns</td><td>0.0048</td><td>80 B</td>
+</tr><tr><td>EmptyApiLicense</td><td>15.303 ns</td><td>25.4293 ns</td><td>1.3939 ns</td><td>0.0029</td><td>48 B</td>
+</tr><tr><td>EmptyApiLink</td><td>11.312 ns</td><td>9.0124 ns</td><td>0.4940 ns</td><td>0.0043</td><td>72 B</td>
+</tr><tr><td>EmptyApiMediaType</td><td>13.833 ns</td><td>20.3302 ns</td><td>1.1144 ns</td><td>0.0048</td><td>80 B</td>
+</tr><tr><td>EmptyApiOAuthFlow</td><td>10.090 ns</td><td>17.9927 ns</td><td>0.9862 ns</td><td>0.0038</td><td>64 B</td>
+</tr><tr><td>EmptyApiOAuthFlows</td><td>8.289 ns</td><td>5.9660 ns</td><td>0.3270 ns</td><td>0.0038</td><td>64 B</td>
+</tr><tr><td>EmptyApiOperation</td><td>77.781 ns</td><td>16.9606 ns</td><td>0.9297 ns</td><td>0.0224</td><td>376 B</td>
+</tr><tr><td>EmptyApiParameter</td><td>15.831 ns</td><td>20.4125 ns</td><td>1.1189 ns</td><td>0.0057</td><td>96 B</td>
+</tr><tr><td>EmptyApiPathItem</td><td>10.735 ns</td><td>4.5651 ns</td><td>0.2502 ns</td><td>0.0038</td><td>64 B</td>
+</tr><tr><td>EmptyApiPaths</td><td>61.156 ns</td><td>10.0591 ns</td><td>0.5514 ns</td><td>0.0148</td><td>248 B</td>
+</tr><tr><td>EmptyApiRequestBody</td><td>10.578 ns</td><td>12.3590 ns</td><td>0.6774 ns</td><td>0.0029</td><td>48 B</td>
+</tr><tr><td>EmptyApiResponse</td><td>12.502 ns</td><td>3.6616 ns</td><td>0.2007 ns</td><td>0.0038</td><td>64 B</td>
+</tr><tr><td>EmptyApiResponses</td><td>62.856 ns</td><td>27.1422 ns</td><td>1.4878 ns</td><td>0.0148</td><td>248 B</td>
+</tr><tr><td>EmptyApiSchema</td><td>23.426 ns</td><td>8.6128 ns</td><td>0.4721 ns</td><td>0.0306</td><td>512 B</td>
+</tr><tr><td>EmptyApiSecurityRequirement</td><td>16.151 ns</td><td>20.2796 ns</td><td>1.1116 ns</td><td>0.0062</td><td>104 B</td>
+</tr><tr><td>EmptyApiSecurityScheme</td><td>16.169 ns</td><td>35.9051 ns</td><td>1.9681 ns</td><td>0.0062</td><td>104 B</td>
+</tr><tr><td>EmptyApiServer</td><td>8.241 ns</td><td>7.0772 ns</td><td>0.3879 ns</td><td>0.0033</td><td>56 B</td>
+</tr><tr><td>EmptyApiServerVariable</td><td>13.641 ns</td><td>52.1485 ns</td><td>2.8584 ns</td><td>0.0029</td><td>48 B</td>
+</tr><tr><td>EmptyApiTag</td><td>12.151 ns</td><td>25.0675 ns</td><td>1.3740 ns</td><td>0.0043</td><td>72 B</td>
 </tr></tbody></table>
 </body>
 </html>
diff --git a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.json b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.json
index a3505194d..405a00130 100644
--- a/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.json
+++ b/performance/benchmark/BenchmarkDotNet.Artifacts/results/performance.EmptyModels-report.json
@@ -1 +1 @@
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diff --git a/performance/resultsComparer/resultsComparer.csproj b/performance/resultsComparer/resultsComparer.csproj
index 0c312e758..27e95decd 100644
--- a/performance/resultsComparer/resultsComparer.csproj
+++ b/performance/resultsComparer/resultsComparer.csproj
@@ -8,12 +8,12 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="Microsoft.Extensions.DependencyInjection" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Logging" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Logging.Debug" Version="10.0.9" />
+    <PackageReference Include="Microsoft.Extensions.DependencyInjection" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Logging" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Logging.Debug" Version="10.0.10" />
     <PackageReference Include="System.CommandLine" Version="2.0.5" />
-    <PackageReference Include="system.text.json" Version="10.0.9" />
+    <PackageReference Include="system.text.json" Version="10.0.10" />
   </ItemGroup>
 
 </Project>
diff --git a/src/Microsoft.OpenApi.Hidi/Microsoft.OpenApi.Hidi.csproj b/src/Microsoft.OpenApi.Hidi/Microsoft.OpenApi.Hidi.csproj
index f060053b3..b6034c5e0 100644
--- a/src/Microsoft.OpenApi.Hidi/Microsoft.OpenApi.Hidi.csproj
+++ b/src/Microsoft.OpenApi.Hidi/Microsoft.OpenApi.Hidi.csproj
@@ -29,16 +29,16 @@
 
   <ItemGroup>
     <PackageReference Include="Humanizer.Core" Version="3.0.10" />
-    <PackageReference Include="Microsoft.Extensions.Logging" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Logging.Debug" Version="10.0.9" />
+    <PackageReference Include="Microsoft.Extensions.Logging" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Logging.Debug" Version="10.0.10" />
     <PackageReference Include="Microsoft.VisualStudio.Threading.Analyzers" Version="18.7.23">
       <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
       <PrivateAssets>all</PrivateAssets>
     </PackageReference>
     <PackageReference Include="System.CommandLine" Version="2.0.5" />
-    <PackageReference Include="Microsoft.OData.Edm" Version="8.4.3" />
+    <PackageReference Include="Microsoft.OData.Edm" Version="8.4.4" />
     <PackageReference Include="Microsoft.OpenApi.OData" Version="3.2.1" />
     <PackageReference Include="Microsoft.OpenApi.ApiManifest" Version="3.0.0-preview.1" />
     <PackageReference Include="System.CommandLine.Hosting" Version="0.4.0-alpha.25306.1" />
diff --git a/src/Microsoft.OpenApi/Models/JsonSchemaReference.cs b/src/Microsoft.OpenApi/Models/JsonSchemaReference.cs
index ccb62435b..51fec64c6 100644
--- a/src/Microsoft.OpenApi/Models/JsonSchemaReference.cs
+++ b/src/Microsoft.OpenApi/Models/JsonSchemaReference.cs
@@ -114,10 +114,22 @@ public class JsonSchemaReference : OpenApiReferenceWithDescription
     /// </summary>
     public JsonSchemaType? SchemaType { get; set; }
 
+    internal bool WasConstExplicitlySet { get; private set; }
+
     /// <summary>
     /// Follow <see href="https://json-schema.org/draft/2020-12/json-schema-validation">JSON Schema definition</see>.
     /// </summary>
-    public string? Const { get; set; }
+    public string? Const
+    {
+        get => field;
+        set
+        {
+            // TODO: In the next major release, Const should be made a JsonNode.
+            // See https://github.com/microsoft/OpenAPI.NET/issues/2935 for more information.
+            WasConstExplicitlySet = true;
+            field = value;
+        }
+    }
 
     /// <summary>
     /// Follow <see href="https://json-schema.org/draft/2020-12/json-schema-validation">JSON Schema definition</see>.
@@ -335,6 +347,17 @@ public class JsonSchemaReference : OpenApiReferenceWithDescription
     /// </summary>
     public IOpenApiSchema? Else { get; set; }
 
+    /// <summary>
+    /// Indicates whether this reference represents a bare $dynamicRef (no $ref to a component).
+    /// When true, serialization emits $dynamicRef instead of $ref, and Target resolution
+    /// uses the $dynamicAnchor index rather than the $ref URI lookup.
+    /// Computed from whether $dynamicRef is set and ReferenceV3 does not point to a component path.
+    /// </summary>
+    internal bool IsDynamicRefOnly
+        => !string.IsNullOrEmpty(DynamicRef)
+           && ReferenceV3 is string refV3
+           && !refV3.StartsWith("#/components/", StringComparison.OrdinalIgnoreCase);
+
     /// <summary>
     /// Parameterless constructor
     /// </summary>
@@ -365,6 +388,7 @@ public JsonSchemaReference(JsonSchemaReference reference) : base(reference)
         ExclusiveMinimum = reference.ExclusiveMinimum;
         SchemaType = reference.SchemaType;
         Const = reference.Const;
+        WasConstExplicitlySet = reference.WasConstExplicitlySet;
         Format = reference.Format;
         Maximum = reference.Maximum;
         Minimum = reference.Minimum;
@@ -409,6 +433,35 @@ public JsonSchemaReference(JsonSchemaReference reference) : base(reference)
         Else = reference.Else;
     }
 
+    /// <inheritdoc/>
+    public override void SerializeAsV31(IOpenApiWriter writer)
+    {
+        if (IsDynamicRefOnly)
+        {
+            writer.WriteStartObject();
+            SerializeAdditionalV3XProperties(writer, (w, e) => e.SerializeAsV31(w), base.SerializeAdditionalV31Properties);
+            writer.WriteEndObject();
+        }
+        else
+        {
+            base.SerializeAsV31(writer);
+        }
+    }
+    /// <inheritdoc/>
+    public override void SerializeAsV32(IOpenApiWriter writer)
+    {
+        if (IsDynamicRefOnly)
+        {
+            writer.WriteStartObject();
+            SerializeAdditionalV3XProperties(writer, (w, e) => e.SerializeAsV32(w), base.SerializeAdditionalV32Properties);
+            writer.WriteEndObject();
+        }
+        else
+        {
+            base.SerializeAsV32(writer);
+        }
+    }
+
     /// <inheritdoc/>
     protected override void SerializeAdditionalV31Properties(IOpenApiWriter writer)
     {
@@ -419,6 +472,7 @@ protected override void SerializeAdditionalV32Properties(IOpenApiWriter writer)
     {
         SerializeAdditionalV3XProperties(writer, (w, e) => e.SerializeAsV32(w), base.SerializeAdditionalV32Properties);
     }
+
     private void SerializeAdditionalV3XProperties(IOpenApiWriter writer, Action<IOpenApiWriter, IOpenApiSerializable> serializeCallback, Action<IOpenApiWriter> baseSerializer)
     {
         if (Type != ReferenceType.Schema) throw new InvalidOperationException(
@@ -436,7 +490,11 @@ private void SerializeAdditionalV3XProperties(IOpenApiWriter writer, Action<IOpe
         writer.WriteProperty(OpenApiConstants.DynamicRef, DynamicRef);
         writer.WriteProperty(OpenApiConstants.DynamicAnchor, DynamicAnchor);
 
-        writer.WriteProperty(OpenApiConstants.Const, Const);
+        if (WasConstExplicitlySet)
+        {
+            writer.WriteRequiredProperty(OpenApiConstants.Const, Const);
+        }
+
         WriteSchemaType(writer, OpenApiConstants.Type, SchemaType, allowMultipleTypes: true);
         writer.WriteProperty(OpenApiConstants.Format, Format);
         writer.WriteProperty(OpenApiConstants.MultipleOf, MultipleOf);
@@ -607,6 +665,7 @@ internal void ApplySchemaMetadata(OpenApiSchema schema, JsonObject jsonObject)
         ExclusiveMinimum = schema.ExclusiveMinimum;
         SchemaType = schema.Type;
         Const = schema.Const;
+        WasConstExplicitlySet = schema.WasConstExplicitlySet;
         Format = schema.Format;
         Maximum = schema.Maximum;
         Minimum = schema.Minimum;
diff --git a/src/Microsoft.OpenApi/Models/OpenApiDiscriminator.cs b/src/Microsoft.OpenApi/Models/OpenApiDiscriminator.cs
index 69e15f9a4..ed7a5f4d3 100644
--- a/src/Microsoft.OpenApi/Models/OpenApiDiscriminator.cs
+++ b/src/Microsoft.OpenApi/Models/OpenApiDiscriminator.cs
@@ -58,7 +58,7 @@ public void SerializeAsV32(IOpenApiWriter writer)
             if (DefaultMapping != null)
             {
                 writer.WritePropertyName("defaultMapping");
-                DefaultMapping.SerializeAsV32(writer);
+                WriteMappingReference(writer, DefaultMapping);
             }
 
             // extensions
@@ -79,7 +79,7 @@ public void SerializeAsV31(IOpenApiWriter writer)
             if (DefaultMapping != null)
             {
                 writer.WritePropertyName("x-oas-default-mapping");
-                DefaultMapping.SerializeAsV31(writer);
+                WriteMappingReference(writer, DefaultMapping);
             }
 
             // extensions
@@ -108,13 +108,16 @@ private void SerializeInternal(IOpenApiWriter writer, OpenApiSpecVersion version
             writer.WriteProperty(OpenApiConstants.PropertyName, PropertyName);
 
             // mapping
-            writer.WriteOptionalMap(OpenApiConstants.Mapping, Mapping, (w, s) =>
+            writer.WriteOptionalMap(OpenApiConstants.Mapping, Mapping, WriteMappingReference);
+        }
+
+        private static void WriteMappingReference(IOpenApiWriter writer, OpenApiSchemaReference schemaReference)
+        {
+            var reference = schemaReference.Reference.ReferenceV3;
+            if (!string.IsNullOrEmpty(reference))
             {
-                if (!string.IsNullOrEmpty(s.Reference.ReferenceV3) && s.Reference.ReferenceV3 is not null)
-                {
-                    w.WriteValue(s.Reference.ReferenceV3);
-                }
-            });
+                writer.WriteValue(reference!);
+            }
         }
 
         /// <summary>
diff --git a/src/Microsoft.OpenApi/Models/OpenApiDocument.cs b/src/Microsoft.OpenApi/Models/OpenApiDocument.cs
index 62a1afa22..68259a618 100644
--- a/src/Microsoft.OpenApi/Models/OpenApiDocument.cs
+++ b/src/Microsoft.OpenApi/Models/OpenApiDocument.cs
@@ -639,7 +639,11 @@ private static string ConvertByteArrayToString(byte[] hash)
                 string relativePath;
                 var referenceV3 = !string.IsNullOrEmpty(reference.ReferenceV3) ? reference.ReferenceV3! : string.Empty;
 
-                if (!string.IsNullOrEmpty(referenceV3) && IsSubComponent(referenceV3))
+                if (reference.Type is ReferenceType.Schema && useExternal && TryGetPlainNameFragment(referenceV3, out var plainNameFragment))
+                {
+                    relativePath = plainNameFragment;
+                }
+                else if (!string.IsNullOrEmpty(referenceV3) && IsSubComponent(referenceV3))
                 {
                     // Enables setting the complete JSON path for nested subschemas e.g. #/components/schemas/person/properties/address
                     if (useExternal)
@@ -702,6 +706,25 @@ private static bool IsSubComponent(string reference)
             return false;
         }
 
+        private static bool TryGetPlainNameFragment(string reference, out string fragment)
+        {
+            fragment = string.Empty;
+            var parts = reference.Split('#');
+            if (parts.Length == 2 &&
+                !string.IsNullOrEmpty(parts[1]) &&
+#if NETSTANDARD2_1 || NETCOREAPP || NET5_0_OR_GREATER
+                !parts[1].StartsWith('/'))
+#else
+                !parts[1].StartsWith("/", StringComparison.Ordinal))
+#endif
+            {
+                fragment = $"#{parts[1]}";
+                return true;
+            }
+
+            return false;
+        }
+
         /// <summary>
         /// Reads the stream input and parses it into an Open API document.
         /// </summary>
diff --git a/src/Microsoft.OpenApi/Models/OpenApiPaths.cs b/src/Microsoft.OpenApi/Models/OpenApiPaths.cs
index 18e67c313..1aa163e3c 100644
--- a/src/Microsoft.OpenApi/Models/OpenApiPaths.cs
+++ b/src/Microsoft.OpenApi/Models/OpenApiPaths.cs
@@ -17,6 +17,9 @@ public OpenApiPaths() { }
         /// Initializes a copy of <see cref="OpenApiPaths"/> object
         /// </summary>
         /// <param name="paths">The <see cref="OpenApiPaths"/>.</param>
+        /// <remarks>
+        /// This creates a shallow copy, the path items are the same reference as in the provided parameter.
+        /// </remarks>
         public OpenApiPaths(OpenApiPaths paths) : base(dictionary: paths) { }
     }
 }
diff --git a/src/Microsoft.OpenApi/Models/OpenApiSchema.cs b/src/Microsoft.OpenApi/Models/OpenApiSchema.cs
index 4d41a6e0e..2ae310294 100644
--- a/src/Microsoft.OpenApi/Models/OpenApiSchema.cs
+++ b/src/Microsoft.OpenApi/Models/OpenApiSchema.cs
@@ -21,6 +21,8 @@ namespace Microsoft.OpenApi
     /// </summary>
     public class OpenApiSchema : IOpenApiExtensible, IOpenApiSchema, IOpenApiSchemaMissingProperties, IOpenApiSchemaWithUnevaluatedProperties, IMetadataContainer
     {
+        private static readonly IEnumerable<JsonNode> s_singleNullElementList = [ JsonNullSentinel.JsonNull ];
+
         /// <inheritdoc />
         public string? Title { get; set; }
 
@@ -109,16 +111,23 @@ public string? ExclusiveMinimum
         /// <inheritdoc />
         public JsonSchemaType? Type { get; set; }
 
-        // x-nullable is filtered out by deserializers, but keep the check here in case it gets added from user code.
-        private bool IsNullable =>
-            (Type.HasValue && Type.Value.HasFlag(JsonSchemaType.Null)) ||
-            Extensions is not null &&
-            Extensions.TryGetValue(OpenApiConstants.NullableExtension, out var nullExtRawValue) &&
-            nullExtRawValue is JsonNodeExtension { Node: JsonNode jsonNode } &&
-            jsonNode.GetValueKind() is JsonValueKind.True;
+        private bool HasNullType
+            => Type.HasValue && Type.Value.HasFlag(JsonSchemaType.Null);
+
+        internal bool WasConstExplicitlySet { get; private set; }
 
         /// <inheritdoc />
-        public string? Const { get; set; }
+        public string? Const
+        {
+            get => field;
+            set
+            {
+                // TODO: In the next major release, Const should be made a JsonNode.
+                // See https://github.com/microsoft/OpenAPI.NET/issues/2935 for more information.
+                WasConstExplicitlySet = true;
+                field = value;
+            }
+        }
 
         /// <inheritdoc />
         public string? Format { get; set; }
@@ -316,6 +325,15 @@ internal OpenApiSchema(IOpenApiSchema schema)
             Title = schema.Title ?? Title;
             Id = schema.Id ?? Id;
             Const = schema.Const ?? Const;
+            if (schema is OpenApiSchema concreteSchema)
+            {
+                WasConstExplicitlySet = concreteSchema.WasConstExplicitlySet;
+            }
+            else if (Const is null)
+            {
+                WasConstExplicitlySet = false;
+            }
+
             Schema = schema.Schema ?? Schema;
             Comment = schema.Comment ?? Comment;
             Vocabulary = schema.Vocabulary != null ? new Dictionary<string, bool>(schema.Vocabulary) : null;
@@ -511,63 +529,36 @@ private void SerializeInternal(IOpenApiWriter writer, OpenApiSpecVersion version
 
             // enum
             var enumValue = Enum is not { Count: > 0 }
-                && !string.IsNullOrEmpty(Const)
+                && WasConstExplicitlySet
                 && version < OpenApiSpecVersion.OpenApi3_1
                 ? new List<JsonNode> { JsonValue.Create(Const)! }
                 : Enum;
             writer.WriteOptionalCollection(OpenApiConstants.Enum, enumValue, (nodeWriter, s) => nodeWriter.WriteAny(s));
 
-            // Handle oneOf/anyOf with null type for v3.0 downcast
-            IList<IOpenApiSchema>? effectiveOneOf = OneOf;
-            IList<IOpenApiSchema>? effectiveAnyOf = AnyOf;
-            bool hasNullInComposition = false;
-            bool hasOneOfNullAndSingleEnumWith3_0 = false;
-            JsonSchemaType? inferredType = null;
-
             if (version == OpenApiSpecVersion.OpenApi3_0)
             {
-                (effectiveOneOf, var inferredOneOf, var nullInOneOf) = ProcessCompositionForNull(OneOf);
-                hasNullInComposition |= nullInOneOf;
-                inferredType = inferredOneOf ?? inferredType;
-                (effectiveAnyOf, var inferredAnyOf, var nullInAnyOf) = ProcessCompositionForNull(AnyOf);
-                hasNullInComposition |= nullInAnyOf;
-                inferredType = inferredAnyOf ?? inferredType;
-
-                hasOneOfNullAndSingleEnumWith3_0 = nullInOneOf && effectiveOneOf is { Count: 1 } &&
-                    effectiveOneOf[0].Enum is { Count: > 0 };
+                // If we have a schema that's only just { "type": "null" }, we serialize it as enum with null value.
+                if (Type == JsonSchemaType.Null &&
+                    OneOf is not { Count: > 0 } &&
+                    AnyOf is not { Count: > 0 } &&
+                    AllOf is not { Count: > 0 } &&
+                    Enum is not { Count: > 0 })
+                {
+                    writer.WriteOptionalCollection(OpenApiConstants.Enum, s_singleNullElementList, (nodeWriter, s) => nodeWriter.WriteAny(s));
+                }
             }
 
             // type
-            SerializeTypeProperty(writer, version, inferredType);
+            var serializedTypeProperty = TrySerializeTypeProperty(writer, version);
 
             // allOf
             writer.WriteOptionalCollection(OpenApiConstants.AllOf, AllOf, callback);
 
             // anyOf
-            writer.WriteOptionalCollection(OpenApiConstants.AnyOf, effectiveAnyOf, callback);
+            writer.WriteOptionalCollection(OpenApiConstants.AnyOf, AnyOf, callback);
 
             // oneOf
-            if (hasOneOfNullAndSingleEnumWith3_0)
-            {
-                writer.WriteRequiredCollection(OpenApiConstants.OneOf, effectiveOneOf!, (writer, element) =>
-                {                    
-                    var clonedToMutateEnum = element.CreateShallowCopy();
-                    if (clonedToMutateEnum is OpenApiSchema { Enum: { } existingEnum } concreteCloned)
-                    {
-                        concreteCloned.Enum = [.. existingEnum, JsonNullSentinel.JsonNull];
-                        callback(writer, clonedToMutateEnum);
-                    }
-                    else
-                    {
-                        callback(writer, element);
-                    }
-                });
-            }
-            else
-            {
-                writer.WriteOptionalCollection(OpenApiConstants.OneOf, effectiveOneOf, callback);
-            }
-
+            writer.WriteOptionalCollection(OpenApiConstants.OneOf, OneOf, callback);
 
             // not
             writer.WriteOptionalObject(OpenApiConstants.Not, Not, callback);
@@ -603,9 +594,14 @@ private void SerializeInternal(IOpenApiWriter writer, OpenApiSpecVersion version
             writer.WriteOptionalObject(OpenApiConstants.Default, Default, (w, d) => w.WriteAny(d));
 
             // nullable
-            if (version == OpenApiSpecVersion.OpenApi3_0)
+            if (version == OpenApiSpecVersion.OpenApi3_0 && serializedTypeProperty)
             {
-                SerializeNullable(writer, version, hasNullInComposition);
+                // https://spec.openapis.org/oas/v3.0.4.html#fixed-fields-20
+                // This keyword only takes effect if type is explicitly defined within the same Schema Object.
+                //
+                // If the user explicitly set IsNullable to true, we serialize it even if redundant.
+                // But if **we** are inferring it (from oneOf/anyOf), we don't serialize it when it's redundant.
+                SerializeNullable(writer, version);
             }
 
             // discriminator
@@ -685,7 +681,12 @@ internal void WriteJsonSchemaKeywords(IOpenApiWriter writer, Action<IOpenApiWrit
             writer.WriteProperty(OpenApiConstants.Id, Id);
             writer.WriteProperty(OpenApiConstants.DollarSchema, Schema?.ToString());
             writer.WriteProperty(OpenApiConstants.Comment, Comment);
-            writer.WriteProperty(OpenApiConstants.Const, Const);
+            
+            if (WasConstExplicitlySet)
+            {
+                writer.WriteRequiredProperty(OpenApiConstants.Const, Const);
+            }
+
             writer.WriteOptionalMap(OpenApiConstants.Vocabulary, Vocabulary, (w, s) => w.WriteValue(s));
             writer.WriteOptionalMap(OpenApiConstants.Defs, Definitions, callback);
             writer.WriteProperty(OpenApiConstants.Anchor, Anchor);
@@ -832,7 +833,7 @@ private void SerializeAsV2(
             writer.WriteStartObject();
 
             // type
-            SerializeTypeProperty(writer, OpenApiSpecVersion.OpenApi2_0);
+            TrySerializeTypeProperty(writer, OpenApiSpecVersion.OpenApi2_0);
 
             // description
             writer.WriteProperty(OpenApiConstants.Description, Description);
@@ -891,7 +892,7 @@ private void SerializeAsV2(
             });
 
             // enum
-            var enumValue = Enum is not { Count: > 0 } && !string.IsNullOrEmpty(Const)
+            var enumValue = Enum is not { Count: > 0 } && WasConstExplicitlySet
                 ? new List<JsonNode> { JsonValue.Create(Const)! }
                 : Enum;
             writer.WriteOptionalCollection(OpenApiConstants.Enum, enumValue, (nodeWriter, s) => nodeWriter.WriteAny(s));
@@ -995,31 +996,32 @@ private void SerializeAsV2(
             writer.WriteEndObject();
         }
 
-        private void SerializeTypeProperty(IOpenApiWriter writer, OpenApiSpecVersion version, JsonSchemaType? inferredType = null)
+        private bool TrySerializeTypeProperty(IOpenApiWriter writer, OpenApiSpecVersion version, JsonSchemaType? inferredType = null)
         {
             // Use original type or inferred type when the explicit type is not set
             var typeToUse = Type ?? inferredType;
 
             if (typeToUse is null)
             {
-                return;
+                return false;
             }
 
-            var unifiedType = IsNullable ? typeToUse.Value | JsonSchemaType.Null : typeToUse.Value;
-            var typeWithoutNull = unifiedType & ~JsonSchemaType.Null;
-
             switch (version)
             {
                 case OpenApiSpecVersion.OpenApi2_0 or OpenApiSpecVersion.OpenApi3_0:
+                    var typeWithoutNull = typeToUse.Value & ~JsonSchemaType.Null;
                     if (typeWithoutNull != 0 && !HasMultipleTypes(typeWithoutNull))
                     {
                         writer.WriteProperty(OpenApiConstants.Type, typeWithoutNull.ToFirstIdentifier());
+                        return true;
                     }
                     break;
                 default:
-                    WriteUnifiedSchemaType(unifiedType, writer);
-                    break;
+                    WriteUnifiedSchemaType(typeToUse.Value, writer);
+                    return true;
             }
+
+            return false;
         }
 
         private static bool IsPowerOfTwo(int x)
@@ -1054,9 +1056,9 @@ where type.HasFlag(flag)
             }
         }
 
-        private void SerializeNullable(IOpenApiWriter writer, OpenApiSpecVersion version, bool hasNullInComposition = false)
+        private void SerializeNullable(IOpenApiWriter writer, OpenApiSpecVersion version)
         {
-            if (IsNullable || hasNullInComposition)
+            if (HasNullType)
             {
                 switch (version)
                 {
@@ -1070,63 +1072,6 @@ private void SerializeNullable(IOpenApiWriter writer, OpenApiSpecVersion version
             }
         }
 
-        /// <summary>
-        /// Processes a composition (oneOf or anyOf) for null types, filtering out null schemas and inferring common type.
-        /// </summary>
-        /// <param name="composition">The list of schemas in the composition.</param>
-        /// <returns>A tuple with the effective list, inferred type, and whether null is present in composition.</returns>
-        private static (IList<IOpenApiSchema>? effective, JsonSchemaType? inferredType, bool hasNullInComposition)
-            ProcessCompositionForNull(IList<IOpenApiSchema>? composition)
-        {
-            if (composition is null || !composition.Any(static s => s.Type is JsonSchemaType.Null))
-            {
-                // Nothing to patch
-                return (composition, null, false);
-            }
-
-            var nonNullSchemas = composition
-                .Where(static s => s.Type is null or not JsonSchemaType.Null)
-                .ToList();
-
-            if (nonNullSchemas.Count > 0)
-            {
-                JsonSchemaType commonType = 0;
-
-                foreach (var schema in nonNullSchemas)
-                {
-                    if (schema.Type.HasValue)
-                    {
-                        commonType |= schema.Type.Value & ~JsonSchemaType.Null;
-                    }
-                    else if (schema.Enum is { Count: > 0 })
-                    {
-                        foreach (var enumValue in schema.Enum.Where(x => x is not null))
-                        {
-                            var currentType = enumValue.GetValueKind() switch
-                            {
-                                JsonValueKind.Array => JsonSchemaType.Array,
-                                JsonValueKind.String => JsonSchemaType.String,
-                                JsonValueKind.Number => JsonSchemaType.Number,
-                                JsonValueKind.True or JsonValueKind.False => JsonSchemaType.Boolean,
-                                JsonValueKind.Null => (JsonSchemaType)0,
-                                _ => JsonSchemaType.Object,
-                            };
-
-                            commonType |= currentType;
-                        }
-
-                        commonType |= JsonSchemaType.String;
-                    }
-                }
-
-                return (nonNullSchemas, commonType == 0 ? null : commonType, true);
-            }
-            else
-            {
-                return (null, null, true);
-            }
-        }
-
 #if NET5_0_OR_GREATER
         private static readonly Array jsonSchemaTypeValues = System.Enum.GetValues<JsonSchemaType>();
 #else
diff --git a/src/Microsoft.OpenApi/Models/OpenApiSecurityScheme.cs b/src/Microsoft.OpenApi/Models/OpenApiSecurityScheme.cs
index 626f7f2bd..35f491e5b 100644
--- a/src/Microsoft.OpenApi/Models/OpenApiSecurityScheme.cs
+++ b/src/Microsoft.OpenApi/Models/OpenApiSecurityScheme.cs
@@ -97,6 +97,7 @@ private void SerializeInternal(IOpenApiWriter writer, OpenApiSpecVersion version
             Action<IOpenApiWriter, IOpenApiSerializable> callback)
         {
             Utils.CheckArgumentNull(writer);
+            EnsureRequiredPropertiesAreSet(version);
 
             writer.WriteStartObject();
 
@@ -176,6 +177,7 @@ private void SerializeInternal(IOpenApiWriter writer, OpenApiSpecVersion version
         public virtual void SerializeAsV2(IOpenApiWriter writer)
         {
             Utils.CheckArgumentNull(writer);
+            EnsureRequiredPropertiesAreSet(OpenApiSpecVersion.OpenApi2_0);
 
             if (Type == SecuritySchemeType.Http && Scheme != OpenApiConstants.Basic)
             {
@@ -239,6 +241,25 @@ public virtual void SerializeAsV2(IOpenApiWriter writer)
             writer.WriteEndObject();
         }
 
+        private void EnsureRequiredPropertiesAreSet(OpenApiSpecVersion version)
+        {
+            switch (Type)
+            {
+                case null:
+                    throw new OpenApiException("The 'type' property is required for security schemes.");
+                case SecuritySchemeType.ApiKey when string.IsNullOrEmpty(Name):
+                    throw new OpenApiException("The 'name' property is required for apiKey security schemes.");
+                case SecuritySchemeType.ApiKey when In is null:
+                    throw new OpenApiException("The 'in' property is required for apiKey security schemes.");
+                case SecuritySchemeType.Http when version >= OpenApiSpecVersion.OpenApi3_0 && string.IsNullOrEmpty(Scheme):
+                    throw new OpenApiException("The 'scheme' property is required for http security schemes.");
+                case SecuritySchemeType.OAuth2 when Flows is null:
+                    throw new OpenApiException("The 'flows' property is required for oauth2 security schemes.");
+                case SecuritySchemeType.OpenIdConnect when version >= OpenApiSpecVersion.OpenApi3_0 && OpenIdConnectUrl is null:
+                    throw new OpenApiException("The 'openIdConnectUrl' property is required for openIdConnect security schemes.");
+            }
+        }
+
         /// <summary>
         /// Arbitrarily chooses one <see cref="OpenApiOAuthFlow"/> object from the <see cref="OpenApiOAuthFlows"/>
         /// to populate in V2 security scheme.
diff --git a/src/Microsoft.OpenApi/Models/References/OpenApiSchemaReference.cs b/src/Microsoft.OpenApi/Models/References/OpenApiSchemaReference.cs
index 51187591c..7f206d686 100644
--- a/src/Microsoft.OpenApi/Models/References/OpenApiSchemaReference.cs
+++ b/src/Microsoft.OpenApi/Models/References/OpenApiSchemaReference.cs
@@ -35,6 +35,26 @@ private OpenApiSchemaReference(OpenApiSchemaReference schema) : base(schema)
         {
         }
 
+        /// <summary>
+        /// Resolves the target schema. For $dynamicRef-only references, delegates to
+        /// <see cref="OpenApiWorkspace.ResolveDynamicRef"/> which resolves via per-document
+        /// $dynamicAnchor and $anchor registries. Returns null when anchors are ambiguous
+        /// (multiple candidates require dynamic-scope tracking this library does not perform).
+        /// </summary>
+        public override IOpenApiSchema? Target
+        {
+            get
+            {
+                if (Reference.IsDynamicRefOnly
+                    && Reference.HostDocument is { } doc
+                    && doc.Workspace is { } ws)
+                {
+                    return ws.ResolveDynamicRef(doc, Reference.DynamicRef!);
+                }
+                return base.Target;
+            }
+        }
+
         /// <inheritdoc/>
         public string? Description
         {
@@ -71,7 +91,7 @@ public string? Title
         /// <inheritdoc/>
         public JsonSchemaType? Type { get => Reference.SchemaType ?? Target?.Type; set => Reference.SchemaType = value; }
         /// <inheritdoc/>
-        public string? Const { get => string.IsNullOrEmpty(Reference.Const) ? Target?.Const : Reference.Const; set => Reference.Const = value; }
+        public string? Const { get => Reference.WasConstExplicitlySet ? Reference.Const : Target?.Const; set => Reference.Const = value; }
         /// <inheritdoc/>
         public string? Format { get => string.IsNullOrEmpty(Reference.Format) ? Target?.Format : Reference.Format; set => Reference.Format = value; }
         /// <inheritdoc/>
diff --git a/src/Microsoft.OpenApi/PublicAPI.Shipped.txt b/src/Microsoft.OpenApi/PublicAPI.Shipped.txt
index 483f18506..ceb7cd32a 100644
--- a/src/Microsoft.OpenApi/PublicAPI.Shipped.txt
+++ b/src/Microsoft.OpenApi/PublicAPI.Shipped.txt
@@ -2280,3 +2280,8 @@ Microsoft.OpenApi.OpenApiSchemaJsonConverter.OpenApiSchemaJsonConverter() -> voi
 Microsoft.OpenApi.OpenApiSchemaJsonConverter.OpenApiSchemaJsonConverter(Microsoft.OpenApi.OpenApiSpecVersion version) -> void
 override Microsoft.OpenApi.OpenApiSchemaJsonConverter.Read(ref System.Text.Json.Utf8JsonReader reader, System.Type! typeToConvert, System.Text.Json.JsonSerializerOptions! options) -> Microsoft.OpenApi.OpenApiSchema?
 override Microsoft.OpenApi.OpenApiSchemaJsonConverter.Write(System.Text.Json.Utf8JsonWriter! writer, Microsoft.OpenApi.OpenApiSchema! value, System.Text.Json.JsonSerializerOptions! options) -> void
+override Microsoft.OpenApi.JsonSchemaReference.SerializeAsV31(Microsoft.OpenApi.IOpenApiWriter! writer) -> void
+override Microsoft.OpenApi.JsonSchemaReference.SerializeAsV32(Microsoft.OpenApi.IOpenApiWriter! writer) -> void
+override Microsoft.OpenApi.OpenApiSchemaReference.Target.get -> Microsoft.OpenApi.IOpenApiSchema?
+Microsoft.OpenApi.OpenApiWorkspace.GetDynamicAnchorCandidates(Microsoft.OpenApi.OpenApiDocument! hostDocument, string! anchorName) -> System.Collections.Generic.IReadOnlyList<Microsoft.OpenApi.IOpenApiSchema!>!
+static Microsoft.OpenApi.OpenApiWorkspace.ResolveDynamicAnchorInContext(Microsoft.OpenApi.IOpenApiSchema? contextSchema, string! anchorName) -> Microsoft.OpenApi.IOpenApiSchema?
diff --git a/src/Microsoft.OpenApi/Reader/JsonNodeHelper.cs b/src/Microsoft.OpenApi/Reader/JsonNodeHelper.cs
index 3ccfb2116..684e72c3b 100644
--- a/src/Microsoft.OpenApi/Reader/JsonNodeHelper.cs
+++ b/src/Microsoft.OpenApi/Reader/JsonNodeHelper.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license.
 
 using System;
@@ -157,6 +157,11 @@ public static Dictionary<string, HashSet<T>> CreateArrayMap<T>(this JsonNode? no
 
         public static string? GetScalarValue(this JsonNode? node)
         {
+            if (node.IsJsonNullSentinel())
+            {
+                return null;
+            }
+
             var scalarNode = node is JsonValue value ? value : throw new OpenApiException("Expected scalar value.");
 
             return Convert.ToString(scalarNode.GetValue<object>(), CultureInfo.InvariantCulture);
@@ -167,6 +172,64 @@ public static Dictionary<string, HashSet<T>> CreateArrayMap<T>(this JsonNode? no
             return jsonObject.TryGetPropertyValue("$ref", out var refNode) ? refNode?.GetScalarValue() : null;
         }
 
+        public static void ValidateReferencePointerFormat(string pointer)
+        {
+            var hashIndex = pointer.IndexOf('#');
+            if (hashIndex < 0) return;
+            var slashIndex = pointer.IndexOf('/', hashIndex);
+            if (slashIndex >= 0 &&
+                slashIndex != hashIndex + 1)
+            {
+                throw new OpenApiException(string.Format(SRResource.ReferenceHasInvalidFormat, pointer));
+            }
+        }
+
+        /// <summary>
+        /// Returns the value of $dynamicRef if $ref is absent. Used to create a schema reference
+        /// for bare $dynamicRef schemas (no $ref) so they participate in reference resolution.
+        /// </summary>
+        public static string? GetDynamicReferencePointer(this JsonObject jsonObject)
+        {
+            if (jsonObject.TryGetPropertyValue("$ref", out _))
+                return null;
+            return jsonObject.TryGetPropertyValue("$dynamicRef", out var dynRefNode) ? dynRefNode?.GetScalarValue() : null;
+        }
+
+        /// <summary>
+        /// Splits a $dynamicRef value on the last '#' and returns the fragment part.
+        /// For "#meta" returns "meta". For "https://example.com#meta" returns "meta".
+        /// For values with no '#' returns the original string. Returns null for null/empty input.
+        /// This is a string operation only — it does not validate or resolve the reference.
+        /// </summary>
+        public static string? ExtractDynamicAnchorName(string? dynamicRef)
+        {
+            if (string.IsNullOrEmpty(dynamicRef)) return null;
+            var hashIndex = dynamicRef!.LastIndexOf('#');
+            return hashIndex >= 0 ? dynamicRef.Substring(hashIndex + 1) : dynamicRef;
+        }
+
+        /// <summary>
+        /// Determines whether a $dynamicRef value is a fragment-only reference (e.g. "#node")
+        /// that targets an anchor within the current document, as opposed to an absolute/relative
+        /// URI reference (e.g. "https://example.com/schema#node") that targets another resource.
+        /// Per JSON Schema 2020-12, only fragment-only dynamic refs resolve against the local
+        /// $dynamicAnchor index; URI-based refs require resolving their target resource first.
+        /// </summary>
+        public static bool IsFragmentOnlyDynamicRef(string? dynamicRef)
+            => !string.IsNullOrEmpty(dynamicRef) && dynamicRef![0] == '#';
+
+        /// <summary>
+        /// Extracts the document URI from a $dynamicRef value. Returns null for fragment-only
+        /// refs (e.g. "#node"). For URI refs (e.g. "https://example.com/external#node"), returns
+        /// the part before the fragment (e.g. "https://example.com/external").
+        /// </summary>
+        public static string? ExtractDocumentUri(string? dynamicRef)
+        {
+            if (string.IsNullOrEmpty(dynamicRef)) return null;
+            var hashIndex = dynamicRef!.IndexOf('#');
+            return hashIndex > 0 ? dynamicRef.Substring(0, hashIndex) : null;
+        }
+
         public static string? GetJsonSchemaIdentifier(this JsonObject jsonObject)
         {
             return jsonObject.TryGetPropertyValue("$id", out var idNode) ? idNode?.GetScalarValue() : null;
diff --git a/src/Microsoft.OpenApi/Reader/V2/OpenApiSchemaDeserializer.cs b/src/Microsoft.OpenApi/Reader/V2/OpenApiSchemaDeserializer.cs
index 421468750..af7f33d9c 100644
--- a/src/Microsoft.OpenApi/Reader/V2/OpenApiSchemaDeserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V2/OpenApiSchemaDeserializer.cs
@@ -1,12 +1,12 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license.
 
-using System.Text.Json.Nodes;
-
+using System;
 using System.Collections.Generic;
 using System.Globalization;
-using System;
 using System.Linq;
+using System.Text.Json;
+using System.Text.Json.Nodes;
 
 namespace Microsoft.OpenApi.Reader.V2
 {
@@ -16,6 +16,8 @@ namespace Microsoft.OpenApi.Reader.V2
     /// </summary>
     internal static partial class OpenApiV2Deserializer
     {
+        private const string EncounteredNullableExtensionTrueMetadataKey = "encounteredNullable";
+
         private static readonly FixedFieldMap<OpenApiSchema> _openApiSchemaFixedFields = new()
         {
             {
@@ -210,6 +212,29 @@ internal static partial class OpenApiV2Deserializer
                 "default",
                 (o, n, _, _) => o.Default = n
             },
+            {
+                OpenApiConstants.NullableExtension,
+                (o, n, _, _) =>
+                {
+                    if (bool.TryParse(n.GetScalarValue(), out var parsed) && parsed)
+                    {
+                        if (o.Type is not null && o.Type != 0)
+                        {
+                            o.Type |= JsonSchemaType.Null;
+                        }
+                        else
+                        {
+                            // We mirror the same behavior of OpenAPI 3.0 "nullable" which is a type modifier.
+                            // It only has effect if there is a "Type" set.
+                            // Given that we don't have a Type set yet, we want to keep track of it until the end of deserialization.
+                            // If, at a later point during deserialization, Type was set, we apply nullable to it.
+                            // Otherwise, we throw it away.
+                            o.Metadata ??= new Dictionary<string, object>();
+                            o.Metadata[EncounteredNullableExtensionTrueMetadataKey] = true;
+                        }
+                    }
+                }
+            },
             {
                 "discriminator", (o, n, _, _) =>
                 {
@@ -268,14 +293,13 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
 
             ParseMap(jsonObject, schema, _openApiSchemaFixedFields, _openApiSchemaPatternFields, hostDocument, context);
 
-            if (schema.Extensions is not null && schema.Extensions.ContainsKey(OpenApiConstants.NullableExtension))
+            if (schema.Metadata?.TryGetValue(EncounteredNullableExtensionTrueMetadataKey, out var value) == true)
             {
-                if (schema.Type.HasValue)
+                schema.Metadata.Remove(EncounteredNullableExtensionTrueMetadataKey);
+                if (schema.Type is not null && schema.Type != 0 && value is bool isNullable && isNullable)
+                {
                     schema.Type |= JsonSchemaType.Null;
-                else
-                    schema.Type = JsonSchemaType.Null;
-
-                schema.Extensions.Remove(OpenApiConstants.NullableExtension);
+                }
             }
 
             return schema;
diff --git a/src/Microsoft.OpenApi/Reader/V2/OpenApiV2Deserializer.cs b/src/Microsoft.OpenApi/Reader/V2/OpenApiV2Deserializer.cs
index 3996d8d7a..ab3d15e94 100644
--- a/src/Microsoft.OpenApi/Reader/V2/OpenApiV2Deserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V2/OpenApiV2Deserializer.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license.
 
 using System;
@@ -88,7 +88,7 @@ private static IOpenApiExtension LoadExtension(string name, JsonNode node, Parsi
         private static (string, string?) GetReferenceIdAndExternalResource(string pointer)
         {
             var refSegments = pointer.Split('/');
-            var refId = refSegments[refSegments.Count() -1];
+            var refId = refSegments[refSegments.Length - 1];
             var isExternalResource = !refSegments[0].StartsWith("#", StringComparison.OrdinalIgnoreCase);
 
             string? externalResource = isExternalResource ? $"{refSegments[0]}/{refSegments[1].TrimEnd('#')}" : null;
diff --git a/src/Microsoft.OpenApi/Reader/V3/OpenApiSchemaDeserializer.cs b/src/Microsoft.OpenApi/Reader/V3/OpenApiSchemaDeserializer.cs
index 6a933fe5f..48dde9d5e 100644
--- a/src/Microsoft.OpenApi/Reader/V3/OpenApiSchemaDeserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V3/OpenApiSchemaDeserializer.cs
@@ -1,12 +1,13 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license.
 
-using System.Text.Json.Nodes;
-
 using System;
 using System.Collections.Generic;
+using System.Data.SqlTypes;
 using System.Globalization;
 using System.Linq;
+using System.Text.Json;
+using System.Text.Json.Nodes;
 
 namespace Microsoft.OpenApi.Reader.V3
 {
@@ -16,6 +17,8 @@ namespace Microsoft.OpenApi.Reader.V3
     /// </summary>
     internal static partial class OpenApiV3Deserializer
     {
+        private const string EncounteredNullableTrueMetadataKey = "encounteredNullable";
+
         private static readonly FixedFieldMap<OpenApiSchema> _openApiSchemaFixedFields = new()
         {
             {
@@ -222,10 +225,20 @@ internal static partial class OpenApiV3Deserializer
                 {
                     if (bool.TryParse(n.GetScalarValue(), out var parsed) && parsed)
                     {
-                        if (o.Type.HasValue)
+                        if (o.Type is not null && o.Type != 0)
+                        {
                             o.Type |= JsonSchemaType.Null;
+                        }
                         else
-                            o.Type = JsonSchemaType.Null;
+                        {
+                            // "nullable" is a type modifier.
+                            // It only has effect if there is a "Type" set.
+                            // Given that we don't have a Type set yet, we want to keep track of it until the end of deserialization.
+                            // If, at a later point during deserialization, Type was set, we apply nullable to it.
+                            // Otherwise, we throw it away.
+                            o.Metadata ??= new Dictionary<string, object>();
+                            o.Metadata[EncounteredNullableTrueMetadataKey] = true;
+                        }
                     }
                 }
             },
@@ -385,14 +398,13 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
 
             ParseMap(jsonObject, schema, _openApiSchemaFixedFields, _openApiSchemaPatternFields, hostDocument, context);
 
-            if (schema.Extensions is not null && schema.Extensions.ContainsKey(OpenApiConstants.NullableExtension))
+            if (schema.Metadata?.TryGetValue(EncounteredNullableTrueMetadataKey, out var value) == true)
             {
-                if (schema.Type.HasValue)
+                schema.Metadata.Remove(EncounteredNullableTrueMetadataKey);
+                if (schema.Type is not null && schema.Type != 0 && value is bool isNullable && isNullable)
+                {
                     schema.Type |= JsonSchemaType.Null;
-                else
-                    schema.Type = JsonSchemaType.Null;
-
-                schema.Extensions.Remove(OpenApiConstants.NullableExtension);
+                }
             }
 
             return schema;
diff --git a/src/Microsoft.OpenApi/Reader/V3/OpenApiV3Deserializer.cs b/src/Microsoft.OpenApi/Reader/V3/OpenApiV3Deserializer.cs
index ea499e098..1e281afb0 100644
--- a/src/Microsoft.OpenApi/Reader/V3/OpenApiV3Deserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V3/OpenApiV3Deserializer.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license.
 
 using System.Text.Json.Nodes;
@@ -152,8 +152,10 @@ private static IOpenApiExtension LoadExtension(string name, JsonNode node, Parsi
 
         private static (string, string?) GetReferenceIdAndExternalResource(string pointer)
         {
+            JsonNodeHelper.ValidateReferencePointerFormat(pointer);
+
             var refSegments = pointer.Split('/');
-            var refId = refSegments[refSegments.Count() -1];
+            var refId = refSegments[refSegments.Length - 1];
             var isExternalResource = !refSegments[0].StartsWith("#", StringComparison.OrdinalIgnoreCase);
           
             string? externalResource = null;
diff --git a/src/Microsoft.OpenApi/Reader/V31/OpenApiSchemaDeserializer.cs b/src/Microsoft.OpenApi/Reader/V31/OpenApiSchemaDeserializer.cs
index e060537b2..d09df2101 100644
--- a/src/Microsoft.OpenApi/Reader/V31/OpenApiSchemaDeserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V31/OpenApiSchemaDeserializer.cs
@@ -5,6 +5,7 @@
 using System.Collections.Generic;
 using System.Globalization;
 using System.Linq;
+using System.Text.Json;
 using System.Text.Json.Nodes;
 
 namespace Microsoft.OpenApi.Reader.V31;
@@ -325,24 +326,6 @@ internal static partial class OpenApiV31Deserializer
             "default",
             (o, n, _, _) => o.Default = n
         },
-        {
-            "nullable",
-            (o, n, _, _) =>
-            {
-                var value = n.GetScalarValue();
-                if (value is not null)
-                {
-                    var nullable = bool.Parse(value);
-                    if (nullable) // if nullable, convert type into an array of type(s) and null
-                    {
-                        if (o.Type.HasValue)
-                            o.Type |= JsonSchemaType.Null;
-                        else
-                            o.Type = JsonSchemaType.Null;
-                    }
-                }
-            }
-        },
         {
             "discriminator",
             (o, n, doc, c) => o.Discriminator = LoadDiscriminator(n, doc, c)
@@ -444,6 +427,7 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
         var jsonObject = node.CheckMapNode(OpenApiConstants.Schema, context);
 
         var pointer = jsonObject.GetReferencePointer();
+        var dynamicPointer = jsonObject.GetDynamicReferencePointer();
         var identifier = jsonObject.GetJsonSchemaIdentifier();
 
         if (pointer != null)
@@ -467,6 +451,29 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
             return result;
         }
 
+        if (dynamicPointer != null)
+        {
+            var nodeLocation = context.GetLocation();
+            var anchorName = JsonNodeHelper.ExtractDynamicAnchorName(dynamicPointer);
+            string? externalResource = JsonNodeHelper.IsFragmentOnlyDynamicRef(dynamicPointer)
+                ? null
+                : JsonNodeHelper.ExtractDocumentUri(dynamicPointer);
+            var result = new OpenApiSchemaReference(!string.IsNullOrEmpty(anchorName) ? anchorName! : dynamicPointer, hostDocument, externalResource);
+            var referenceMetadata = new OpenApiSchema();
+            jsonObject.ParseMap(referenceMetadata, _openApiSchemaFixedFields, _openApiSchemaPatternFields, hostDocument, context,
+                static (schema, name, value) =>
+                {
+                    if (!string.Equals(name, OpenApiConstants.DynamicRef, StringComparison.Ordinal))
+                    {
+                        schema.UnrecognizedKeywords ??= new Dictionary<string, JsonNode>(StringComparer.Ordinal);
+                        schema.UnrecognizedKeywords[name] = value;
+                    }
+                });
+            result.Reference.ApplySchemaMetadata(referenceMetadata, jsonObject);
+            result.Reference.SetJsonPointerPath(dynamicPointer, nodeLocation);
+            return result;
+        }
+
         var schema = new OpenApiSchema();
 
         jsonObject.ParseMap(schema, _openApiSchemaFixedFields, _openApiSchemaPatternFields, hostDocument, context,
@@ -476,16 +483,6 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
                 schema.UnrecognizedKeywords[name] = value;
             });
 
-        if (schema.Extensions is not null && schema.Extensions.ContainsKey(OpenApiConstants.NullableExtension))
-        {
-            if (schema.Type.HasValue)
-                schema.Type |= JsonSchemaType.Null;
-            else
-                schema.Type = JsonSchemaType.Null;
-
-            schema.Extensions.Remove(OpenApiConstants.NullableExtension);
-        }
-
         if (!string.IsNullOrEmpty(identifier) && hostDocument.Workspace is not null)
         {
             // register the schema in our registry using the identifier's URL
diff --git a/src/Microsoft.OpenApi/Reader/V31/OpenApiV31Deserializer.cs b/src/Microsoft.OpenApi/Reader/V31/OpenApiV31Deserializer.cs
index 81a7811ff..617ee9ced 100644
--- a/src/Microsoft.OpenApi/Reader/V31/OpenApiV31Deserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V31/OpenApiV31Deserializer.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license. 
 
 using System;
@@ -152,6 +152,8 @@ private static IOpenApiExtension LoadExtension(string name, JsonNode node, Parsi
 
         private static (string, string?) GetReferenceIdAndExternalResource(string pointer)
         {
+            JsonNodeHelper.ValidateReferencePointerFormat(pointer);
+
             /* Check whether the reference pointer is a URL
              * (id keyword allows you to supply a URL for the schema as a target for referencing)
              * E.g. $ref: 'https://example.com/schemas/resource.json' 
@@ -159,7 +161,7 @@ private static (string, string?) GetReferenceIdAndExternalResource(string pointe
              * E.g. $ref: '#/components/schemas/pet'
              */
             var refSegments = pointer.Split('/');
-            string refId = !pointer.Contains('#') ? pointer : refSegments[refSegments.Count()-1];
+            string refId = !pointer.Contains('#') ? pointer : refSegments[refSegments.Length - 1];
 
             var isExternalResource = !refSegments[0].StartsWith("#", StringComparison.OrdinalIgnoreCase);
             string? externalResource = null;
diff --git a/src/Microsoft.OpenApi/Reader/V32/OpenApiSchemaDeserializer.cs b/src/Microsoft.OpenApi/Reader/V32/OpenApiSchemaDeserializer.cs
index 71a422516..c7f1d50b2 100644
--- a/src/Microsoft.OpenApi/Reader/V32/OpenApiSchemaDeserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V32/OpenApiSchemaDeserializer.cs
@@ -5,6 +5,7 @@
 using System.Collections.Generic;
 using System.Globalization;
 using System.Linq;
+using System.Text.Json;
 using System.Text.Json.Nodes;
 
 namespace Microsoft.OpenApi.Reader.V32;
@@ -325,24 +326,6 @@ internal static partial class OpenApiV32Deserializer
             "default",
             (o, n, _, _) => o.Default = n
         },
-        {
-            "nullable",
-            (o, n, _, _) =>
-            {
-                var value = n.GetScalarValue();
-                if (value is not null)
-                {
-                    var nullable = bool.Parse(value);
-                    if (nullable) // if nullable, convert type into an array of type(s) and null
-                    {
-                        if (o.Type.HasValue)
-                            o.Type |= JsonSchemaType.Null;
-                        else
-                            o.Type = JsonSchemaType.Null;
-                    }
-                }
-            }
-        },
         {
             "discriminator",
             (o, n, doc, c) => o.Discriminator = LoadDiscriminator(n, doc, c)
@@ -444,6 +427,7 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
         var jsonObject = node.CheckMapNode(OpenApiConstants.Schema, context);
 
         var pointer = jsonObject.GetReferencePointer();
+        var dynamicPointer = jsonObject.GetDynamicReferencePointer();
         var identifier = jsonObject.GetJsonSchemaIdentifier();
 
         if (pointer != null)
@@ -467,6 +451,29 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
             return result;
         }
 
+        if (dynamicPointer != null)
+        {
+            var nodeLocation = context.GetLocation();
+            var anchorName = JsonNodeHelper.ExtractDynamicAnchorName(dynamicPointer);
+            string? externalResource = JsonNodeHelper.IsFragmentOnlyDynamicRef(dynamicPointer)
+                ? null
+                : JsonNodeHelper.ExtractDocumentUri(dynamicPointer);
+            var result = new OpenApiSchemaReference(!string.IsNullOrEmpty(anchorName) ? anchorName! : dynamicPointer, hostDocument, externalResource);
+            var referenceMetadata = new OpenApiSchema();
+            jsonObject.ParseMap(referenceMetadata, _openApiSchemaFixedFields, _openApiSchemaPatternFields, hostDocument, context,
+                static (schema, name, value) =>
+                {
+                    if (!string.Equals(name, OpenApiConstants.DynamicRef, StringComparison.Ordinal))
+                    {
+                        schema.UnrecognizedKeywords ??= new Dictionary<string, JsonNode>(StringComparer.Ordinal);
+                        schema.UnrecognizedKeywords[name] = value;
+                    }
+                });
+            result.Reference.ApplySchemaMetadata(referenceMetadata, jsonObject);
+            result.Reference.SetJsonPointerPath(dynamicPointer, nodeLocation);
+            return result;
+        }
+
         var schema = new OpenApiSchema();
 
         jsonObject.ParseMap(schema, _openApiSchemaFixedFields, _openApiSchemaPatternFields, hostDocument, context,
@@ -476,16 +483,6 @@ public static IOpenApiSchema LoadSchema(JsonNode node, OpenApiDocument hostDocum
                 schema.UnrecognizedKeywords[name] = value;
             });
 
-        if (schema.Extensions is not null && schema.Extensions.ContainsKey(OpenApiConstants.NullableExtension))
-        {
-            if (schema.Type.HasValue)
-                schema.Type |= JsonSchemaType.Null;
-            else
-                schema.Type = JsonSchemaType.Null;
-
-            schema.Extensions.Remove(OpenApiConstants.NullableExtension);
-        }
-
         if (!string.IsNullOrEmpty(identifier) && hostDocument.Workspace is not null)
         {
             // register the schema in our registry using the identifier's URL
diff --git a/src/Microsoft.OpenApi/Reader/V32/OpenApiV32Deserializer.cs b/src/Microsoft.OpenApi/Reader/V32/OpenApiV32Deserializer.cs
index 4031b45a1..5efed4657 100644
--- a/src/Microsoft.OpenApi/Reader/V32/OpenApiV32Deserializer.cs
+++ b/src/Microsoft.OpenApi/Reader/V32/OpenApiV32Deserializer.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license. 
 
 using System;
@@ -152,6 +152,8 @@ private static IOpenApiExtension LoadExtension(string name, JsonNode node, Parsi
 
         private static (string, string?) GetReferenceIdAndExternalResource(string pointer)
         {
+            JsonNodeHelper.ValidateReferencePointerFormat(pointer);
+
             /* Check whether the reference pointer is a URL
              * (id keyword allows you to supply a URL for the schema as a target for referencing)
              * E.g. $ref: 'https://example.com/schemas/resource.json' 
@@ -159,7 +161,7 @@ private static (string, string?) GetReferenceIdAndExternalResource(string pointe
              * E.g. $ref: '#/components/schemas/pet'
              */
             var refSegments = pointer.Split('/');
-            string refId = !pointer.Contains('#') ? pointer : refSegments[refSegments.Count()-1];
+            string refId = !pointer.Contains('#') ? pointer : refSegments[refSegments.Length - 1];
 
             var isExternalResource = !refSegments[0].StartsWith("#", StringComparison.OrdinalIgnoreCase);
             string? externalResource = null;
diff --git a/src/Microsoft.OpenApi/Services/OpenApiWorkspace.cs b/src/Microsoft.OpenApi/Services/OpenApiWorkspace.cs
index 4849f1a42..8872a8983 100644
--- a/src/Microsoft.OpenApi/Services/OpenApiWorkspace.cs
+++ b/src/Microsoft.OpenApi/Services/OpenApiWorkspace.cs
@@ -5,6 +5,7 @@
 using System.Collections.Generic;
 using System.IO;
 using System.Linq;
+using Microsoft.OpenApi.Reader;
 
 namespace Microsoft.OpenApi
 {
@@ -16,6 +17,8 @@ public class OpenApiWorkspace
         private readonly Dictionary<string, Uri> _documentsIdRegistry = new();
         private readonly Dictionary<Uri, Stream> _artifactsRegistry = new();        
         private readonly Dictionary<Uri, IOpenApiReferenceable> _IOpenApiReferenceableRegistry = new(new UriWithFragmentEqualityComparer());
+        private Dictionary<OpenApiDocument, Dictionary<string, List<IOpenApiSchema>>>? _dynamicAnchorRegistryByDocument;
+        private Dictionary<OpenApiDocument, Dictionary<string, List<IOpenApiSchema>>>? _anchorRegistryByDocument;
 
         private sealed class UriWithFragmentEqualityComparer : IEqualityComparer<Uri>
         {
@@ -97,10 +100,7 @@ public void RegisterComponents(OpenApiDocument document)
                     location = baseUri + ReferenceType.Schema.GetDisplayName() + ComponentSegmentSeparator + item.Key;
                     RegisterComponent(location, item.Value);
 
-                    if (item.Value is not OpenApiSchemaReference && item.Value.Id is string schemaId && schemaId.Length > 0)
-                    {
-                        RegisterComponent(schemaId, item.Value);
-                    }
+                    RegisterSchemaIdentifiers(document, item.Value, document.BaseUri);
                 }
             }
 
@@ -213,6 +213,152 @@ public void RegisterComponents(OpenApiDocument document)
                     RegisterComponent(location, item.Value);
                 }
             }
+
+            RegisterComponentAnchors(document);
+            RegisterInlineAnchors(document);
+        }
+
+        /// <summary>
+        /// Registers $dynamicAnchor and $anchor declarations from schemas nested inside reusable
+        /// components (parameters, responses, requestBodies, headers, callbacks, pathItems, mediaTypes).
+        /// Uses the same per-element helpers as <see cref="RegisterInlineAnchors"/> so anchors are
+        /// discovered regardless of whether their containing definition is inline or reusable.
+        /// </summary>
+        private void RegisterComponentAnchors(OpenApiDocument document)
+        {
+            var components = document.Components;
+            if (components is null) return;
+
+            if (components.Parameters is not null)
+                foreach (var parameter in components.Parameters.Values.Where(p => p is not null))
+                    RegisterParameterAnchors(document, parameter);
+
+            if (components.Responses is not null)
+                foreach (var response in components.Responses.Values.Where(r => r is not null))
+                    RegisterResponseAnchors(document, response);
+
+            if (components.RequestBodies is not null)
+                foreach (var requestBody in components.RequestBodies.Values.Where(r => r is not null))
+                    RegisterRequestBodyAnchors(document, requestBody);
+
+            if (components.Headers is not null)
+                foreach (var header in components.Headers.Values.Where(h => h is not null))
+                    RegisterHeaderAnchors(document, header);
+
+            if (components.Callbacks is not null)
+                foreach (var callback in components.Callbacks.Values.Where(c => c is not null))
+                    RegisterCallbackAnchors(document, callback, new());
+
+            if (components.PathItems is not null)
+                foreach (var pathItem in components.PathItems.Values.Where(p => p is not null))
+                    RegisterPathItemAnchors(document, pathItem, new());
+
+            RegisterMediaTypeSchemas(document, components.MediaTypes);
+        }
+
+        /// <summary>
+        /// Registers $dynamicAnchor and $anchor declarations from inline (non-component) schemas:
+        /// paths and webhooks.
+        /// </summary>
+        private void RegisterInlineAnchors(OpenApiDocument document)
+        {
+            if (document.Paths is not null)
+                foreach (var pathItem in document.Paths.Values.Where(p => p is not null))
+                    RegisterPathItemAnchors(document, pathItem, new());
+
+            if (document.Webhooks is not null)
+                foreach (var pathItem in document.Webhooks.Values.Where(p => p is not null))
+                    RegisterPathItemAnchors(document, pathItem, new());
+        }
+
+        // The structural walk (pathItem -> operation -> callback -> pathItem) can cycle through
+        // self- or mutually-referential callbacks, so each of these guards against re-entry via the
+        // shared `visited` set, mirroring RegisterAnchorsRecursive's schema-cycle guard.
+        private void RegisterPathItemAnchors(OpenApiDocument document, IOpenApiPathItem pathItem, HashSet<object> visited)
+        {
+            if (pathItem is OpenApiPathItemReference) return;
+            if (!visited.Add(pathItem)) return;
+
+            if (pathItem.Parameters is not null)
+                foreach (var parameter in pathItem.Parameters.Where(p => p is not null))
+                    RegisterParameterAnchors(document, parameter);
+
+            if (pathItem.Operations is not null)
+                foreach (var op in pathItem.Operations.Values.Where(o => o is not null))
+                    RegisterOperationAnchors(document, op, visited);
+        }
+
+        private void RegisterCallbackAnchors(OpenApiDocument document, IOpenApiCallback callback, HashSet<object> visited)
+        {
+            if (callback is OpenApiCallbackReference) return;
+            if (!visited.Add(callback)) return;
+
+            if (callback.PathItems is not null)
+                foreach (var pathItem in callback.PathItems.Values.Where(p => p is not null))
+                    RegisterPathItemAnchors(document, pathItem, visited);
+        }
+
+        private void RegisterOperationAnchors(OpenApiDocument document, OpenApiOperation op, HashSet<object> visited)
+        {
+            if (!visited.Add(op)) return;
+
+            if (op.Parameters is not null)
+                foreach (var parameter in op.Parameters.Where(p => p is not null))
+                    RegisterParameterAnchors(document, parameter);
+
+            if (op.RequestBody is not null)
+                RegisterRequestBodyAnchors(document, op.RequestBody);
+
+            if (op.Responses is not null)
+                foreach (var response in op.Responses.Values.Where(r => r is not null))
+                    RegisterResponseAnchors(document, response);
+
+            if (op.Callbacks is not null)
+                foreach (var callback in op.Callbacks.Values.Where(c => c is not null))
+                    RegisterCallbackAnchors(document, callback, visited);
+        }
+
+        private void RegisterParameterAnchors(OpenApiDocument document, IOpenApiParameter parameter)
+        {
+            if (parameter is OpenApiParameterReference) return;
+            if (parameter.Schema is not null)
+                RegisterAnchors(document, parameter.Schema);
+            RegisterMediaTypeSchemas(document, parameter.Content);
+        }
+
+        private void RegisterRequestBodyAnchors(OpenApiDocument document, IOpenApiRequestBody requestBody)
+        {
+            if (requestBody is OpenApiRequestBodyReference) return;
+            RegisterMediaTypeSchemas(document, requestBody.Content);
+        }
+
+        private void RegisterResponseAnchors(OpenApiDocument document, IOpenApiResponse response)
+        {
+            if (response is OpenApiResponseReference) return;
+            RegisterMediaTypeSchemas(document, response.Content);
+            if (response.Headers is not null)
+                foreach (var header in response.Headers.Values.Where(h => h is not null))
+                    RegisterHeaderAnchors(document, header);
+        }
+
+        private void RegisterHeaderAnchors(OpenApiDocument document, IOpenApiHeader header)
+        {
+            if (header is OpenApiHeaderReference) return;
+            if (header.Schema is not null)
+                RegisterAnchors(document, header.Schema);
+            RegisterMediaTypeSchemas(document, header.Content);
+        }
+
+        private void RegisterMediaTypeSchemas(OpenApiDocument document, IDictionary<string, IOpenApiMediaType>? content)
+        {
+            if (content is null) return;
+            foreach (var mediaType in content.Values.Where(m => m is not null and not OpenApiMediaTypeReference))
+            {
+                if (mediaType.Schema is not null)
+                    RegisterAnchors(document, mediaType.Schema);
+                if (mediaType.ItemSchema is not null)
+                    RegisterAnchors(document, mediaType.ItemSchema);
+            }
         }
 
         private static string getBaseUri(OpenApiDocument openApiDocument)
@@ -288,6 +434,351 @@ internal bool RegisterComponent<T>(string location, T component)
             return false;
         }
 
+        private void RegisterSchemaIdentifiers(OpenApiDocument document, IOpenApiSchema schema, Uri baseUri)
+        {
+            RegisterSchemaIdentifiers(document, schema, baseUri, new HashSet<IOpenApiSchema>());
+        }
+
+        private void RegisterSchemaIdentifiers(OpenApiDocument document, IOpenApiSchema schema, Uri baseUri, ISet<IOpenApiSchema> visitedSchemas)
+        {
+            if (schema is OpenApiSchemaReference osr)
+            {
+                if (osr.Reference.DynamicAnchor is string dynAnchor && dynAnchor.Length > 0)
+                    RegisterAnchor(document, dynAnchor, schema, isDynamic: true);
+                if (osr.Reference.Anchor is string plainAnchor && plainAnchor.Length > 0)
+                    RegisterAnchor(document, plainAnchor, schema, isDynamic: false);
+                foreach (var child in EnumerateChildren(osr.Reference))
+                    RegisterSchemaIdentifiers(document, child, baseUri, visitedSchemas);
+                return;
+            }
+
+            if (!visitedSchemas.Add(schema))
+            {
+                return;
+            }
+
+            var schemaBaseUri = baseUri;
+            if (!string.IsNullOrEmpty(schema.Id) &&
+                Uri.TryCreate(schema.Id, UriKind.RelativeOrAbsolute, out var schemaIdUri))
+            {
+                schemaBaseUri = schemaIdUri.IsAbsoluteUri ? schemaIdUri : new Uri(baseUri, schemaIdUri);
+                RegisterComponent(schemaBaseUri.AbsoluteUri, schema);
+            }
+
+            if (schema is IOpenApiSchemaMissingProperties { Anchor.Length: > 0 } schemaWithAnchor)
+            {
+                var anchorUriBuilder = new UriBuilder(schemaBaseUri)
+                {
+                    Fragment = schemaWithAnchor.Anchor
+                };
+                RegisterComponent(anchorUriBuilder.Uri.AbsoluteUri, schema);
+            }
+
+            if (schema.DynamicAnchor is string dynAnchorName && dynAnchorName.Length > 0)
+                RegisterAnchor(document, dynAnchorName, schema, isDynamic: true);
+            if (schema is IOpenApiSchemaMissingProperties { Anchor.Length: > 0 } schemaWithPlainAnchor)
+                RegisterAnchor(document, schemaWithPlainAnchor.Anchor, schema, isDynamic: false);
+
+            RegisterSchemaIdentifier(document, schema.Items, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifier(document, schema.AdditionalProperties, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifier(document, schema.Not, schemaBaseUri, visitedSchemas);
+
+            RegisterSchemaIdentifiers(document, schema.Properties?.Values, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifiers(document, schema.PatternProperties?.Values, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifiers(document, schema.Definitions?.Values, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifiers(document, schema.AllOf, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifiers(document, schema.AnyOf, schemaBaseUri, visitedSchemas);
+            RegisterSchemaIdentifiers(document, schema.OneOf, schemaBaseUri, visitedSchemas);
+
+            if (schema is IOpenApiSchemaMissingProperties missingProperties)
+            {
+                RegisterSchemaIdentifier(document, missingProperties.Contains, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifier(document, missingProperties.PropertyNames, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifier(document, missingProperties.UnevaluatedPropertiesSchema, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifier(document, missingProperties.ContentSchema, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifier(document, missingProperties.If, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifier(document, missingProperties.Then, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifier(document, missingProperties.Else, schemaBaseUri, visitedSchemas);
+                RegisterSchemaIdentifiers(document, missingProperties.DependentSchemas?.Values, schemaBaseUri, visitedSchemas);
+            }
+        }
+
+        private void RegisterSchemaIdentifiers(OpenApiDocument document, IEnumerable<IOpenApiSchema>? schemas, Uri baseUri, ISet<IOpenApiSchema> visitedSchemas)
+        {
+            if (schemas is null)
+            {
+                return;
+            }
+
+            foreach (var schema in schemas)
+            {
+                RegisterSchemaIdentifiers(document, schema, baseUri, visitedSchemas);
+            }
+        }
+
+        private void RegisterSchemaIdentifier(OpenApiDocument document, IOpenApiSchema? schema, Uri baseUri, ISet<IOpenApiSchema> visitedSchemas)
+        {
+            if (schema is not null)
+            {
+                RegisterSchemaIdentifiers(document, schema, baseUri, visitedSchemas);
+            }
+        }
+
+        /// <summary>
+        /// Registers all $dynamicAnchor and $anchor declarations found anywhere within a schema, including
+        /// nested locations ($defs, properties, items, allOf/anyOf/oneOf, if/then/else, etc.).
+        /// Anchors are scoped to <paramref name="document"/> so that two documents in the same
+        /// workspace can each declare the same anchor name without interfering.
+        /// $ref targets are not followed; referenced components are registered independently.
+        /// </summary>
+        private void RegisterAnchors(OpenApiDocument document, IOpenApiSchema schema)
+            => RegisterAnchorsRecursive(document, schema, new HashSet<IOpenApiSchema>());
+
+        private void RegisterAnchorsRecursive(OpenApiDocument document, IOpenApiSchema? schema, HashSet<IOpenApiSchema> visited)
+        {
+            if (schema is null || !visited.Add(schema)) return;
+
+            // For reference holders, read authored $dynamicAnchor and $anchor siblings from the
+            // reference object itself — never from the resolved target. Reading IOpenApiSchema.DynamicAnchor
+            // or .Anchor on a reference falls through to Target, which would duplicate the entry under a
+            // different object and make single-candidate resolution look ambiguous.
+            if (schema is OpenApiSchemaReference osr)
+            {
+                if (osr.Reference.DynamicAnchor is string dynAnchor && dynAnchor.Length > 0)
+                    RegisterAnchor(document, dynAnchor, schema, isDynamic: true);
+                if (osr.Reference.Anchor is string plainAnchor && plainAnchor.Length > 0)
+                    RegisterAnchor(document, plainAnchor, schema, isDynamic: false);
+            }
+            else
+            {
+                if (schema.DynamicAnchor is string dynAnchor && dynAnchor.Length > 0)
+                    RegisterAnchor(document, dynAnchor, schema, isDynamic: true);
+                if (schema is IOpenApiSchemaMissingProperties mp && mp.Anchor is string plainAnchor && plainAnchor.Length > 0)
+                    RegisterAnchor(document, plainAnchor, schema, isDynamic: false);
+            }
+
+            // Walk child schemas. For reference holders, read siblings from the reference object
+            // itself (JsonSchemaReference carries authored siblings like $defs via ApplySchemaMetadata),
+            // NOT from the resolved target — the target is registered independently as its own
+            // component and following it would cross document boundaries and duplicate entries.
+            var children = schema is OpenApiSchemaReference r ? EnumerateChildren(r.Reference) : EnumerateChildren(schema);
+            foreach (var child in children)
+                RegisterAnchorsRecursive(document, child, visited);
+        }
+
+        /// <summary>
+        /// Enumerates all child schemas from an IOpenApiSchema, including properties from
+        /// IOpenApiSchemaMissingProperties (Contains, If/Then/Else, etc.).
+        /// </summary>
+        private static IEnumerable<IOpenApiSchema> EnumerateChildren(IOpenApiSchema s)
+        {
+            if (s.Definitions is not null)
+                foreach (var c in s.Definitions.Values) yield return c;
+            if (s.AllOf is not null)
+                foreach (var c in s.AllOf) yield return c;
+            if (s.OneOf is not null)
+                foreach (var c in s.OneOf) yield return c;
+            if (s.AnyOf is not null)
+                foreach (var c in s.AnyOf) yield return c;
+            if (s.Not is not null) yield return s.Not;
+            if (s.Items is not null) yield return s.Items;
+            if (s.AdditionalProperties is not null) yield return s.AdditionalProperties;
+            if (s.Properties is not null)
+                foreach (var c in s.Properties.Values) yield return c;
+            if (s.PatternProperties is not null)
+                foreach (var c in s.PatternProperties.Values) yield return c;
+            if (s is IOpenApiSchemaMissingProperties mp)
+                foreach (var c in EnumerateMissingPropertiesChildren(mp))
+                    yield return c;
+        }
+
+        /// <summary>
+        /// Enumerates child schemas from a JsonSchemaReference's own properties (not the resolved Target).
+        /// Needed because JsonSchemaReference is not an IOpenApiSchema — reading via the interface
+        /// on OpenApiSchemaReference would delegate to Target and cross document boundaries.
+        /// </summary>
+        private static IEnumerable<IOpenApiSchema> EnumerateChildren(JsonSchemaReference r)
+        {
+            if (r.Definitions is not null)
+                foreach (var c in r.Definitions.Values) yield return c;
+            if (r.AllOf is not null)
+                foreach (var c in r.AllOf) yield return c;
+            if (r.OneOf is not null)
+                foreach (var c in r.OneOf) yield return c;
+            if (r.AnyOf is not null)
+                foreach (var c in r.AnyOf) yield return c;
+            if (r.Not is not null) yield return r.Not;
+            if (r.Items is not null) yield return r.Items;
+            if (r.AdditionalProperties is not null) yield return r.AdditionalProperties;
+            if (r.Properties is not null)
+                foreach (var c in r.Properties.Values) yield return c;
+            if (r.PatternProperties is not null)
+                foreach (var c in r.PatternProperties.Values) yield return c;
+            if (r.Contains is not null) yield return r.Contains;
+            if (r.PropertyNames is not null) yield return r.PropertyNames;
+            if (r.ContentSchema is not null) yield return r.ContentSchema;
+            if (r.UnevaluatedPropertiesSchema is not null) yield return r.UnevaluatedPropertiesSchema;
+            if (r.If is not null) yield return r.If;
+            if (r.Then is not null) yield return r.Then;
+            if (r.Else is not null) yield return r.Else;
+            if (r.DependentSchemas is not null)
+                foreach (var c in r.DependentSchemas.Values) yield return c;
+        }
+
+        private static IEnumerable<IOpenApiSchema> EnumerateMissingPropertiesChildren(IOpenApiSchemaMissingProperties mp)
+        {
+            if (mp.Contains is not null) yield return mp.Contains;
+            if (mp.PropertyNames is not null) yield return mp.PropertyNames;
+            if (mp.ContentSchema is not null) yield return mp.ContentSchema;
+            if (mp.UnevaluatedPropertiesSchema is not null) yield return mp.UnevaluatedPropertiesSchema;
+            if (mp.If is not null) yield return mp.If;
+            if (mp.Then is not null) yield return mp.Then;
+            if (mp.Else is not null) yield return mp.Else;
+            if (mp.DependentSchemas is not null)
+                foreach (var c in mp.DependentSchemas.Values) yield return c;
+        }
+
+        private void RegisterAnchor(OpenApiDocument document, string anchorName, IOpenApiSchema schema, bool isDynamic)
+        {
+            ref var registry = ref (isDynamic ? ref _dynamicAnchorRegistryByDocument : ref _anchorRegistryByDocument);
+            registry ??= new();
+            if (!registry.TryGetValue(document, out var anchors))
+            {
+                anchors = new(StringComparer.Ordinal);
+                registry[document] = anchors;
+            }
+            if (!anchors.TryGetValue(anchorName, out var list))
+            {
+                list = [];
+                anchors[anchorName] = list;
+            }
+            if (!list.Contains(schema))
+                list.Add(schema);
+        }
+
+        /// <summary>
+        /// Resolves a plain $anchor by name within the scope of <paramref name="hostDocument"/>.
+        /// Used as the fallback when $dynamicAnchor resolution finds zero candidates, per JSON Schema 2020-12 §8.2.3.2.
+        /// Returns the schema when exactly one candidate exists; returns null for zero or multiple.
+        /// </summary>
+        internal IOpenApiSchema? ResolveAnchor(OpenApiDocument hostDocument, string anchorName)
+        {
+            if (_anchorRegistryByDocument is not null &&
+                _anchorRegistryByDocument.TryGetValue(hostDocument, out var anchors) &&
+                anchors.TryGetValue(anchorName, out var candidates))
+                return candidates.Count == 1 ? candidates[0] : null;
+            return null;
+        }
+
+        /// <summary>
+        /// Finds a registered document by its base URI. Used to resolve cross-document
+        /// $dynamicRef values that target an external resource.
+        /// </summary>
+        internal OpenApiDocument? FindDocumentByBaseUri(string documentUri)
+        {
+            if (!Uri.TryCreate(documentUri, UriKind.Absolute, out var uri)) return null;
+            if (_dynamicAnchorRegistryByDocument?.Keys.FirstOrDefault(doc => doc.BaseUri == uri) is { } dynMatch)
+                return dynMatch;
+            if (_anchorRegistryByDocument?.Keys.FirstOrDefault(doc => doc.BaseUri == uri) is { } anchorMatch)
+                return anchorMatch;
+            return null;
+        }
+
+        /// <summary>
+        /// Resolves a $dynamicRef value against the workspace's anchor registries.
+        /// For fragment-only refs (#node), resolves against the host document.
+        /// For URI refs (absolute or relative), finds the external document and resolves there.
+        /// Relative URIs are resolved against the host document's BaseUri.
+        /// </summary>
+        internal IOpenApiSchema? ResolveDynamicRef(OpenApiDocument hostDocument, string dynamicRef)
+        {
+            var anchorName = JsonNodeHelper.ExtractDynamicAnchorName(dynamicRef);
+            if (string.IsNullOrEmpty(anchorName)) return null;
+
+            OpenApiDocument? targetDoc = hostDocument;
+            if (!JsonNodeHelper.IsFragmentOnlyDynamicRef(dynamicRef))
+            {
+                var docUri = JsonNodeHelper.ExtractDocumentUri(dynamicRef);
+                if (docUri is not null)
+                {
+                    if (!Uri.IsWellFormedUriString(docUri, UriKind.Absolute)
+                        && hostDocument.BaseUri is not null
+                        && Uri.TryCreate(hostDocument.BaseUri, docUri, out var resolved))
+                        docUri = resolved.AbsoluteUri;
+                    targetDoc = FindDocumentByBaseUri(docUri);
+                }
+                else
+                {
+                    targetDoc = null;
+                }
+            }
+
+            if (targetDoc is null) return null;
+
+            var candidates = GetDynamicAnchorCandidates(targetDoc, anchorName!);
+            if (candidates.Count == 1) return candidates[0];
+            if (candidates.Count == 0 && ResolveAnchor(targetDoc, anchorName!) is { } anchorTarget)
+                return anchorTarget;
+            return null;
+        }
+
+        /// <summary>
+        /// Returns all schemas in the document that declare a <c>$dynamicAnchor</c> matching
+        /// <paramref name="anchorName"/>. A single candidate resolves directly; zero candidates
+        /// means no dynamic anchor exists (callers may fall back to plain <c>$anchor</c>); multiple
+        /// candidates indicate an ambiguous anchor whose resolution requires dynamic-scope evaluation
+        /// that this library does not perform.
+        /// </summary>
+        /// <param name="hostDocument">The document whose anchors to search.</param>
+        /// <param name="anchorName">The bare anchor name (without leading <c>#</c>).</param>
+        /// <returns>All candidate schemas, or an empty list if none.</returns>
+        public IReadOnlyList<IOpenApiSchema> GetDynamicAnchorCandidates(OpenApiDocument hostDocument, string anchorName)
+        {
+            if (_dynamicAnchorRegistryByDocument is not null &&
+                _dynamicAnchorRegistryByDocument.TryGetValue(hostDocument, out var anchors) &&
+                anchors.TryGetValue(anchorName, out var candidates))
+                return candidates.AsReadOnly();
+            return [];
+        }
+
+        /// <summary>
+        /// Resolves a <c>$dynamicAnchor</c> within the context of a specific schema's <c>$defs</c>.
+        /// This is a context-aware lookup: given the schema that serves as the dynamic-scope entry
+        /// point (e.g. a response body schema), checks whether it or its <c>$defs</c> entries declare
+        /// a matching <c>$dynamicAnchor</c>.
+        /// Consumers that track dynamic scope (e.g. code generators processing an endpoint) call this
+        /// with their entry-point schema to resolve context-dependent <c>$dynamicRef</c> values.
+        /// </summary>
+        /// <param name="contextSchema">The schema to search (e.g. the response body schema that
+        /// provides the <c>$defs</c> binding).</param>
+        /// <param name="anchorName">The bare anchor name (without leading <c>#</c>).</param>
+        /// <returns>The matching schema, or null if not declared in this context.</returns>
+        public static IOpenApiSchema? ResolveDynamicAnchorInContext(IOpenApiSchema? contextSchema, string anchorName)
+        {
+            if (contextSchema is null || string.IsNullOrEmpty(anchorName)) return null;
+
+            if (contextSchema is OpenApiSchemaReference osr)
+            {
+                if (osr.Reference.DynamicAnchor is string a && a.Equals(anchorName, StringComparison.Ordinal))
+                    return contextSchema;
+                return osr.Reference.Definitions?.Values.FirstOrDefault(def =>
+                    AuthoredDynamicAnchor(def) is string da && da.Equals(anchorName, StringComparison.Ordinal));
+            }
+
+            if (contextSchema.DynamicAnchor is string b && b.Equals(anchorName, StringComparison.Ordinal))
+                return contextSchema;
+
+            return contextSchema.Definitions?.Values.FirstOrDefault(def =>
+                AuthoredDynamicAnchor(def) is string da && da.Equals(anchorName, StringComparison.Ordinal));
+        }
+
+        // Reads only the authored $dynamicAnchor on the schema itself. For OpenApiSchemaReference,
+        // IOpenApiSchema.DynamicAnchor falls through to Target when the reference's authored sibling
+        // is empty, which would resolve an anchor declared on the referenced target rather than on
+        // the $defs entry. Context-bound resolution must consider only the authored sibling.
+        private static string? AuthoredDynamicAnchor(IOpenApiSchema schema)
+            => schema is OpenApiSchemaReference r ? r.Reference.DynamicAnchor : schema.DynamicAnchor;
+
         /// <summary>
         /// Adds a document id to the dictionaries of document locations and their ids.
         /// </summary>
@@ -370,6 +861,11 @@ public bool Contains(string location)
 
             if (string.IsNullOrEmpty(location) || ToLocationUrl(location) is not Uri uri) return default;
 
+            if (!string.IsNullOrEmpty(uri.Fragment) && !uri.Fragment.StartsWith("#/", StringComparison.Ordinal))
+            {
+                return ResolveReference<IOpenApiSchema>(location);
+            }
+
 #if NETSTANDARD2_1 || NETCOREAPP || NET5_0_OR_GREATER
             if (!location.Contains("#/components/schemas/", StringComparison.OrdinalIgnoreCase))
 #else
diff --git a/src/Microsoft.OpenApi/Writers/OpenApiWriterExtensions.cs b/src/Microsoft.OpenApi/Writers/OpenApiWriterExtensions.cs
index f346dddc4..1d7a6e2a4 100644
--- a/src/Microsoft.OpenApi/Writers/OpenApiWriterExtensions.cs
+++ b/src/Microsoft.OpenApi/Writers/OpenApiWriterExtensions.cs
@@ -41,6 +41,7 @@ public static void WriteProperty(this IOpenApiWriter writer, string name, string
         public static void WriteRequiredProperty(this IOpenApiWriter writer, string name, string? value)
         {
             Utils.CheckArgumentNullOrEmpty(name);
+
             writer.WritePropertyName(name);
             if (value == null)
             {
diff --git a/test/Microsoft.OpenApi.Hidi.Tests/Microsoft.OpenApi.Hidi.Tests.csproj b/test/Microsoft.OpenApi.Hidi.Tests/Microsoft.OpenApi.Hidi.Tests.csproj
index 5b4e651e5..3becd1bd7 100644
--- a/test/Microsoft.OpenApi.Hidi.Tests/Microsoft.OpenApi.Hidi.Tests.csproj
+++ b/test/Microsoft.OpenApi.Hidi.Tests/Microsoft.OpenApi.Hidi.Tests.csproj
@@ -14,7 +14,7 @@
 
   <ItemGroup>
     <PackageReference Include="coverlet.msbuild" Version="10.0.1" PrivateAssets="all" />
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.7.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.8.1" />
     <PackageReference Include="Moq" Version="4.20.72" />
     <PackageReference Include="xunit" Version="2.9.3" />
     <PackageReference Include="xunit.runner.visualstudio" Version="3.1.5" PrivateAssets="all" />
diff --git a/test/Microsoft.OpenApi.Readers.Tests/Microsoft.OpenApi.Readers.Tests.csproj b/test/Microsoft.OpenApi.Readers.Tests/Microsoft.OpenApi.Readers.Tests.csproj
index 2008ca56a..b9b23d246 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/Microsoft.OpenApi.Readers.Tests.csproj
+++ b/test/Microsoft.OpenApi.Readers.Tests/Microsoft.OpenApi.Readers.Tests.csproj
@@ -17,7 +17,7 @@
     <ItemGroup>
         <PackageReference Include="coverlet.collector" Version="10.0.1" PrivateAssets="all" />
         <PackageReference Include="coverlet.msbuild" Version="10.0.1" PrivateAssets="all" />
-        <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.7.0" />
+        <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.8.1" />
         <PackageReference Include="FluentAssertions" Version="7.2.2" />
         <PackageReference Include="xunit" Version="2.9.3" />
         <PackageReference Include="xunit.runner.visualstudio" Version="3.1.5" PrivateAssets="all" />
diff --git a/test/Microsoft.OpenApi.Readers.Tests/OpenApiSchemaInterfaceJsonConverter.cs b/test/Microsoft.OpenApi.Readers.Tests/OpenApiSchemaInterfaceJsonConverter.cs
new file mode 100644
index 000000000..16747954f
--- /dev/null
+++ b/test/Microsoft.OpenApi.Readers.Tests/OpenApiSchemaInterfaceJsonConverter.cs
@@ -0,0 +1,28 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT license.
+
+using System;
+using System.IO;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+
+namespace Microsoft.OpenApi.Readers.Tests
+{
+    /// <summary>
+    /// Serializes <see cref="IOpenApiSchema"/> values via the native OpenAPI writer,
+    /// avoiding reflection on computed getters that create cycles for recursive $dynamicRef schemas.
+    /// </summary>
+    internal sealed class OpenApiSchemaInterfaceJsonConverter(Action<IOpenApiWriter, IOpenApiSchema> serialize) : JsonConverter<IOpenApiSchema>
+    {
+        public override IOpenApiSchema Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options)
+            => throw new NotSupportedException();
+
+        public override void Write(Utf8JsonWriter writer, IOpenApiSchema value, JsonSerializerOptions options)
+        {
+            using var tw = new StringWriter();
+            var ow = new OpenApiJsonWriter(tw);
+            serialize(ow, value);
+            writer.WriteRawValue(tw.ToString(), skipInputValidation: true);
+        }
+    }
+}
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V2Tests/OpenApiSchemaTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V2Tests/OpenApiSchemaTests.cs
index 291e3978a..5822d2239 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V2Tests/OpenApiSchemaTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V2Tests/OpenApiSchemaTests.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license.
 
 using System.Collections.Generic;
@@ -173,8 +173,10 @@ public async Task SerializeSchemaWithNullableShouldSucceed()
         [Fact]
         public async Task SerializeSchemaWithOnlyNullableShouldSucceed()
         {
+            // NOTE: x-nullable extension has no effect on the schema if type is not specified, so it is omitted in the serialized output.
+
             // Arrange
-            var expected = @"x-nullable: true";
+            var expected = @"{ }";
 
             var path = Path.Combine(SampleFolderPath, "schemaWithOnlyNullableExtension.yaml");
 
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentSerializationTests .cs b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentSerializationTests.cs
similarity index 96%
rename from test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentSerializationTests .cs
rename to test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentSerializationTests.cs
index dbfe04a0a..0e2155de3 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentSerializationTests .cs	
+++ b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentSerializationTests.cs
@@ -29,7 +29,8 @@ public async Task Serialize_DoesNotMutateDom(OpenApiSpecVersion version)
             {
                 Converters =
                 {
-                    new HttpMethodOperationDictionaryConverter()
+                    new HttpMethodOperationDictionaryConverter(),
+                    new OpenApiSchemaInterfaceJsonConverter(static (w, s) => s.SerializeAsV31(w))
                 },
             };
             var originalSerialized = JsonSerializer.Serialize(doc, options);
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentTests.cs
index 8acf84d09..f764f7e60 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDocumentTests.cs
@@ -16,6 +16,40 @@ public class OpenApiDocumentTests
     {
         private const string SampleFolderPath = "V31Tests/Samples/OpenApiDocument/";
 
+        [Fact]
+        public void ParseDocumentWithMalformedReferenceShouldYieldExpectedDiagnostic()
+        {
+            var result = OpenApiDocument.Parse(
+                """
+                openapi: 3.1.1
+                info:
+                  title: test
+                  version: 1.0.0
+                paths:
+                  /test:
+                    get:
+                      responses:
+                        '200':
+                          description: successful operation
+                          content:
+                            application/json:
+                              schema:
+                                $ref: '#components/schemas/Item'
+                components:
+                  schemas:
+                    Item:
+                      type: object
+                      properties:
+                        id:
+                          type: integer
+                """,
+                OpenApiConstants.Yaml,
+                SettingsFixture.ReaderSettings);
+
+            var error = Assert.Single(result.Diagnostic.Errors);
+            Assert.Equal("The reference string '#components/schemas/Item' has invalid format.", error.Message);
+        }
+
         [Fact]
         public async Task ParseDocumentWithWebhooksShouldSucceed()
         {
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDynamicRefTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDynamicRefTests.cs
new file mode 100644
index 000000000..49921034c
--- /dev/null
+++ b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiDynamicRefTests.cs
@@ -0,0 +1,1745 @@
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using System.Net.Http;
+using System.Text;
+using System.Text.Json.Nodes;
+using System.Threading.Tasks;
+using Microsoft.OpenApi.Reader;
+using Microsoft.OpenApi.Reader.V31;
+using Xunit;
+
+namespace Microsoft.OpenApi.Readers.Tests.V31Tests;
+
+public class OpenApiDynamicRefTests
+{
+    private static async Task<OpenApiDocument> LoadDocumentAsync(string yaml)
+    {
+        using var stream = new MemoryStream(Encoding.UTF8.GetBytes(yaml));
+        var result = await OpenApiDocument.LoadAsync(stream, "yaml", SettingsFixture.ReaderSettings);
+        return result.Document;
+    }
+
+    [Fact]
+    public void BareDynamicRefDeserializesAsSchemaReference()
+    {
+        var json =
+        """
+        {
+            "$dynamicRef": "#category"
+        }
+        """;
+
+        var hostDocument = new OpenApiDocument();
+        var jsonNode = JsonNode.Parse(json);
+
+        var result = OpenApiV31Deserializer.LoadSchema(jsonNode, hostDocument, new ParsingContext(new()));
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(result);
+        Assert.Equal("#category", reference.Reference.DynamicRef);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Reference.ExternalResource);
+    }
+
+    [Fact]
+    public void BareDynamicRefDoesNotEmitRefOnSerialization()
+    {
+        var json =
+        """
+        {
+            "$dynamicRef": "#category"
+        }
+        """;
+
+        var hostDocument = new OpenApiDocument();
+        var jsonNode = JsonNode.Parse(json);
+
+        var result = OpenApiV31Deserializer.LoadSchema(jsonNode, hostDocument, new ParsingContext(new()));
+
+        var sw = new StringWriter();
+        var writer = new OpenApiJsonWriter(sw);
+        result.SerializeAsV31(writer);
+
+        var output = sw.ToString();
+        Assert.Contains("$dynamicRef", output);
+        Assert.DoesNotContain("$ref", output);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesToDynamicAnchorTarget()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+                children:
+                  type: array
+                  items:
+                    $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var childrenItems = tree.Properties["children"].Items;
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(childrenItems);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(tree, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesViaDefsAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              $defs:
+                node:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    value:
+                      type: string
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var root = doc.Components.Schemas["Root"];
+        var nodeDef = root.Definitions["node"];
+        var nextSchema = nodeDef.Properties["next"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(nextSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(nodeDef, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesViaNestedPropertyAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                self:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    value:
+                      type: string
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var self = tree.Properties["self"];
+
+        var nextSchema = self.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(nextSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(self, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesViaAllOfAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              allOf:
+                - $dynamicAnchor: node
+                  type: object
+                  properties:
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var root = doc.Components.Schemas["Root"];
+        var branch = root.AllOf[0];
+        var nextSchema = branch.Properties["next"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(nextSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(branch, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefReturnsNullWhenAnchorIsAmbiguous()
+    {
+        // When a single document declares the same $dynamicAnchor name on more than one subschema,
+        // resolution cannot pick one without dynamic-scope evaluation, so Target returns null.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              type: object
+              properties:
+                a:
+                  $dynamicAnchor: node
+                  type: object
+                b:
+                  $dynamicAnchor: node
+                  type: object
+                ref:
+                  $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var root = doc.Components.Schemas["Root"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(root.Properties["ref"]);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorRegisteredAcrossAllSubschemaLocations()
+    {
+        // Exercises every subschema location the anchor walk descends into (oneOf, anyOf, not,
+        // items, additionalProperties, patternProperties, contains, propertyNames, contentSchema,
+        // if/then/else, dependentSchemas, unevaluatedPropertiesSchema). Each declares a distinct
+        // $dynamicAnchor name; a $dynamicRef to each confirms the walk reached it.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              type: object
+              oneOf:
+                - $dynamicAnchor: one
+                  type: object
+              anyOf:
+                - $dynamicAnchor: any
+                  type: object
+              allOf:
+                - type: object
+                  properties:
+                    nested:
+                      type: array
+                      items:
+                        $dynamicAnchor: itm
+                        type: string
+                  dependentSchemas:
+                    dep:
+                      $dynamicAnchor: depn
+                      type: object
+              not:
+                $dynamicAnchor: notn
+                type: object
+              contains:
+                $dynamicAnchor: cont
+                type: object
+              propertyNames:
+                $dynamicAnchor: pn
+                type: string
+              contentSchema:
+                $dynamicAnchor: cs
+                type: string
+              unevaluatedProperties:
+                $dynamicAnchor: up
+                type: object
+              patternProperties:
+                '^x':
+                  $dynamicAnchor: pp
+                  type: object
+              properties:
+                child:
+                  $dynamicAnchor: ifn
+                  type: object
+              additionalProperties:
+                $dynamicAnchor: ap
+                type: object
+              if:
+                $dynamicAnchor: iftop
+                type: object
+              then:
+                $dynamicAnchor: thentop
+                type: object
+              else:
+                $dynamicAnchor: elsetop
+                type: object
+              $defs:
+                consumer:
+                  type: object
+                  properties:
+                    one:
+                      $dynamicRef: '#one'
+                    any:
+                      $dynamicRef: '#any'
+                    notn:
+                      $dynamicRef: '#notn'
+                    cont:
+                      $dynamicRef: '#cont'
+                    pn:
+                      $dynamicRef: '#pn'
+                    cs:
+                      $dynamicRef: '#cs'
+                    up:
+                      $dynamicRef: '#up'
+                    pp:
+                      $dynamicRef: '#pp'
+                    ifn:
+                      $dynamicRef: '#ifn'
+                    itm:
+                      $dynamicRef: '#itm'
+                    depn:
+                      $dynamicRef: '#depn'
+                    iftop:
+                      $dynamicRef: '#iftop'
+                    thentop:
+                      $dynamicRef: '#thentop'
+                    elsetop:
+                      $dynamicRef: '#elsetop'
+                    ap:
+                      $dynamicRef: '#ap'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+        var root = doc.Components.Schemas["Root"];
+        var consumer = root.Definitions["consumer"].Properties;
+
+        // Each anchor is unique within the document, so every resolution must succeed.
+        foreach (var name in new[] { "one", "any", "notn", "cont", "pn", "cs", "up", "pp", "ifn", "itm", "depn", "iftop", "thentop", "elsetop", "ap" })
+        {
+            var reference = Assert.IsType<OpenApiSchemaReference>(consumer[name]);
+            Assert.NotNull(reference.Target);
+        }
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInRefSiblingApplicatorsIsRegistered()
+    {
+        // A $ref schema may carry applicator siblings (allOf/oneOf/anyOf/properties/items/...) whose
+        // subschemas declare $dynamicAnchor. The anchor walk must descend into a reference holder's
+        // own siblings (read from JsonSchemaReference) to register them.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Base:
+              type: object
+            Referencing:
+              $ref: '#/components/schemas/Base'
+              oneOf:
+                - $dynamicAnchor: refOne
+                  type: object
+              anyOf:
+                - $dynamicAnchor: refAny
+                  type: object
+              properties:
+                child:
+                  $dynamicAnchor: refChild
+                  type: object
+              patternProperties:
+                '^x':
+                  $dynamicAnchor: refPP
+                  type: object
+              items:
+                $dynamicAnchor: refItem
+                type: string
+              dependentSchemas:
+                dep:
+                  $dynamicAnchor: refDep
+                  type: object
+              $defs:
+                consumer:
+                  type: object
+                  properties:
+                    a:
+                      $dynamicRef: '#refOne'
+                    b:
+                      $dynamicRef: '#refAny'
+                    c:
+                      $dynamicRef: '#refChild'
+                    d:
+                      $dynamicRef: '#refItem'
+                    e:
+                      $dynamicRef: '#refPP'
+                    f:
+                      $dynamicRef: '#refDep'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+        var referencing = doc.Components.Schemas["Referencing"];
+        var consumer = referencing.Definitions["consumer"].Properties;
+
+        // Each $dynamicRef targets an anchor declared in a sibling applicator of the $ref schema.
+        foreach (var reference in consumer.Values.Select(v => Assert.IsType<OpenApiSchemaReference>(v)))
+        {
+            Assert.NotNull(reference.Target);
+        }
+    }
+
+    [Fact]
+    public async Task DynamicRefReturnsNullForUnknownAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: object
+              properties:
+                bar:
+                  $dynamicRef: '#nonexistent'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var foo = doc.Components.Schemas["Foo"];
+        var barSchema = foo.Properties["bar"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(barSchema);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefRoundTripsThroughSerialization()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                children:
+                  type: array
+                  items:
+                    $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var sw = new StringWriter();
+        var writer = new OpenApiYamlWriter(sw);
+        doc.SerializeAsV31(writer);
+        var serialized = sw.ToString();
+
+        var doc2 = await LoadDocumentAsync(serialized);
+
+        var tree2 = doc2.Components.Schemas["Tree"];
+        var childrenItems2 = tree2.Properties["children"].Items;
+        var reference2 = Assert.IsType<OpenApiSchemaReference>(childrenItems2);
+        Assert.True(reference2.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference2.Target);
+    }
+
+    [Fact]
+    public async Task ExistingRefWithPathStillWorks()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: string
+            Bar:
+              $ref: '#/components/schemas/Foo'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var bar = doc.Components.Schemas["Bar"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(bar);
+        Assert.False(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(doc.Components.Schemas["Foo"], reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefWithSiblingsPreservesSiblings()
+    {
+        // A $dynamicRef alongside structural schema keywords must not drop the siblings. The object
+        // is parsed as an OpenApiSchemaReference with siblings preserved via ApplySchemaMetadata,
+        // surfaced through the Reference-first property getters.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: object
+              properties:
+                bar:
+                  $dynamicRef: '#node'
+                  maxProperties: 3
+                  description: a constrained dynamic ref
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var foo = doc.Components.Schemas["Foo"];
+        var bar = foo.Properties["bar"];
+
+        // Siblings preserved
+        Assert.Equal(3, bar.MaxProperties);
+        Assert.Equal("a constrained dynamic ref", bar.Description);
+        Assert.Equal("#node", bar.DynamicRef);
+    }
+
+    [Fact]
+    public async Task AbsoluteDynamicRefResolvesToLocalAnchorWhenExternalNotLoaded()
+    {
+        // A URI-based $dynamicRef (https://example.com/external#node) targets an external resource.
+        // When the external document is not loaded in the workspace, resolution returns null
+        // rather than falling back to a local same-named anchor.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task AbsoluteDynamicRefResolvesAcrossDocuments()
+    {
+        // Document A references an anchor in Document B via a URI-based $dynamicRef.
+        // Both documents are in the same workspace.
+        var yamlA =
+        """
+        openapi: 3.1.0
+        info:
+          title: Doc A
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var yamlB =
+        """
+        openapi: 3.1.0
+        info:
+          title: Doc B
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            ExternalNode:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+        """;
+
+        using var streamA = new MemoryStream(Encoding.UTF8.GetBytes(yamlA));
+        using var streamB = new MemoryStream(Encoding.UTF8.GetBytes(yamlB));
+        var resultA = await OpenApiDocument.LoadAsync(streamA, "yaml", SettingsFixture.ReaderSettings);
+        var resultB = await OpenApiDocument.LoadAsync(streamB, "yaml", SettingsFixture.ReaderSettings);
+
+        var docA = resultA.Document;
+        var docB = resultB.Document;
+
+        docA.BaseUri = new("https://example.com/main");
+        docB.BaseUri = new("https://example.com/external");
+
+        var workspace = docA.Workspace!;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var tree = docA.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(docB.Components.Schemas["ExternalNode"], reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorResolvesPerDocumentInSharedWorkspace()
+    {
+        // Two documents in the same workspace each declare $dynamicAnchor: node (the conventional
+        // name for recursive tree schemas). Per JSON Schema 2020-12, dynamic scope is per-document,
+        // so each $dynamicRef must resolve to its own document's anchor, not return null as ambiguous.
+        var yaml = """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                next:
+                  $dynamicRef: '#node'
+        """;
+
+        var docA = await LoadDocumentAsync(yaml);
+        var docB = await LoadDocumentAsync(yaml);
+
+        var workspace = new OpenApiWorkspace();
+        docA.Workspace = workspace;
+        docB.Workspace = workspace;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var treeA = docA.Components.Schemas["Tree"];
+        var treeB = docB.Components.Schemas["Tree"];
+
+        var refA = Assert.IsType<OpenApiSchemaReference>(treeA.Properties["next"]);
+        Assert.NotNull(refA.Target);
+        Assert.Same(treeA, refA.Target);
+
+        var refB = Assert.IsType<OpenApiSchemaReference>(treeB.Properties["next"]);
+        Assert.NotNull(refB.Target);
+        Assert.Same(treeB, refB.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInRefSiblingDefsIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a $ref schema's $defs sibling must be registered, so a
+        // $dynamicRef elsewhere in the document resolves to it. (Main's model carries authored
+        // siblings on JsonSchemaReference, so the anchor walk must descend into them without
+        // following the $ref target.)
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Base:
+              type: object
+            Referencing:
+              $ref: '#/components/schemas/Base'
+              $defs:
+                node:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referencing = doc.Components.Schemas["Referencing"];
+        var nodeDef = referencing.Definitions["node"];
+        var next = nodeDef.Properties["next"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.NotNull(reference.Target);
+        Assert.Same(nodeDef, reference.Target);
+    }
+
+    [Fact]
+    public async Task CreateShallowCopyPreservesValidationSiblings()
+    {
+        // CreateShallowCopy routes through the JsonSchemaReference copy constructor. Validation
+        // keyword siblings carried on a $ref schema (type, minProperties, pattern, allOf, etc.)
+        // must survive the copy, not just the JSON-Schema metadata siblings.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              type: object
+            Referencing:
+              $ref: '#/components/schemas/Target'
+              type: object
+              minProperties: 2
+              pattern: '^a'
+              allOf:
+                - type: object
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referencing = doc.Components.Schemas["Referencing"];
+        var copy = referencing.CreateShallowCopy();
+
+        Assert.IsType<OpenApiSchemaReference>(copy);
+        Assert.Equal(JsonSchemaType.Object, copy.Type);
+        Assert.Equal(2, copy.MinProperties);
+        Assert.Equal("^a", copy.Pattern);
+        Assert.NotNull(copy.AllOf);
+        Assert.Single(copy.AllOf);
+    }
+
+    [Fact]
+    public async Task InlineDynamicAnchorInResponseIsRegistered()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths:
+          /endpoint-a:
+            get:
+              responses:
+                '200':
+                  description: A
+                  content:
+                    application/json:
+                      schema:
+                        $defs:
+                          itemType:
+                            $dynamicAnchor: itemType
+                            $ref: '#/components/schemas/TypeA'
+                        $ref: '#/components/schemas/Paged'
+          /endpoint-b:
+            get:
+              responses:
+                '200':
+                  description: B
+                  content:
+                    application/json:
+                      schema:
+                        $defs:
+                          itemType:
+                            $dynamicAnchor: itemType
+                            $ref: '#/components/schemas/TypeB'
+                        $ref: '#/components/schemas/Paged'
+        components:
+          schemas:
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+            TypeA:
+              type: object
+              properties:
+                name:
+                  type: string
+            TypeB:
+              type: object
+              properties:
+                title:
+                  type: string
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var candidates = doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType");
+        Assert.Equal(2, candidates.Count);
+
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsSchema = paged.Properties["content"].Items;
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(itemsSchema);
+        Assert.True(itemsRef.Reference.IsDynamicRefOnly);
+        Assert.Null(itemsRef.Target);
+
+        var endpointASchema = doc.Paths["/endpoint-a"].Operations[HttpMethod.Get]
+            .Responses["200"].Content["application/json"].Schema;
+        var resolvedA = OpenApiWorkspace.ResolveDynamicAnchorInContext(endpointASchema, "itemType");
+        Assert.NotNull(resolvedA);
+        var resolvedARef = Assert.IsType<OpenApiSchemaReference>(resolvedA);
+        Assert.NotNull(resolvedARef.Target);
+        Assert.Same(doc.Components.Schemas["TypeA"], resolvedARef.Target);
+
+        var endpointBSchema = doc.Paths["/endpoint-b"].Operations[HttpMethod.Get]
+            .Responses["200"].Content["application/json"].Schema;
+        var resolvedB = OpenApiWorkspace.ResolveDynamicAnchorInContext(endpointBSchema, "itemType");
+        Assert.NotNull(resolvedB);
+        var resolvedBRef = Assert.IsType<OpenApiSchemaReference>(resolvedB);
+        Assert.NotNull(resolvedBRef.Target);
+        Assert.Same(doc.Components.Schemas["TypeB"], resolvedBRef.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableResponseIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a schema nested under components/responses must be
+        // registered just like one declared inline under paths, so a $dynamicRef resolves to it.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+            ItemType:
+              type: object
+              properties:
+                name:
+                  type: string
+          responses:
+            ListResponse:
+              description: A paged list
+              content:
+                application/json:
+                  schema:
+                    $defs:
+                      itemType:
+                        $dynamicAnchor: itemType
+                        $ref: '#/components/schemas/ItemType'
+                    $ref: '#/components/schemas/Paged'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        // The anchor is reachable only via components/responses; before the fix it was never indexed.
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType"));
+
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(paged.Properties["content"].Items);
+        Assert.True(itemsRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(itemsRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(itemsRef.Target);
+        Assert.Same(doc.Components.Schemas["ItemType"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableParameterIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a reusable parameter's schema must be registered.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Filter:
+              type: object
+              properties:
+                child:
+                  $dynamicRef: '#node'
+            Node:
+              type: object
+              properties:
+                name:
+                  type: string
+          parameters:
+            filterParam:
+              name: filter
+              in: query
+              schema:
+                $defs:
+                  node:
+                    $dynamicAnchor: node
+                    $ref: '#/components/schemas/Node'
+                $ref: '#/components/schemas/Filter'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "node"));
+
+        var filter = doc.Components.Schemas["Filter"];
+        var childRef = Assert.IsType<OpenApiSchemaReference>(filter.Properties["child"]);
+        Assert.True(childRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(childRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(childRef.Target);
+        Assert.Same(doc.Components.Schemas["Node"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableHeaderIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a reusable header's schema (components/headers) must
+        // be registered.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Cursor:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: '#page'
+            Page:
+              type: object
+              properties:
+                index:
+                  type: integer
+          headers:
+            XCursor:
+              description: Cursor header
+              schema:
+                $defs:
+                  page:
+                    $dynamicAnchor: page
+                    $ref: '#/components/schemas/Page'
+                $ref: '#/components/schemas/Cursor'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "page"));
+
+        var cursor = doc.Components.Schemas["Cursor"];
+        var nextRef = Assert.IsType<OpenApiSchemaReference>(cursor.Properties["next"]);
+        Assert.True(nextRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(nextRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(nextRef.Target);
+        Assert.Same(doc.Components.Schemas["Page"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInResponseHeaderSchemaIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a response header's schema must be registered. This
+        // exercises the response.Headers leaf, which (like parameter.Content, header.Content and
+        // mediaType.ItemSchema) is a schema-bearing location that the anchor walk must cover.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths:
+          /items:
+            get:
+              responses:
+                '200':
+                  description: OK
+                  headers:
+                    X-Page:
+                      description: Paging header
+                      schema:
+                        $defs:
+                          meta:
+                            $dynamicAnchor: meta
+                            type: object
+                            properties:
+                              total:
+                                type: integer
+        components:
+          schemas:
+            Body:
+              type: object
+              properties:
+                paging:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var candidate = Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "meta"));
+
+        var body = doc.Components.Schemas["Body"];
+        var pagingRef = Assert.IsType<OpenApiSchemaReference>(body.Properties["paging"]);
+        Assert.True(pagingRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(pagingRef.Target);
+        Assert.Same(candidate, pagingRef.Target);
+    }
+
+    [Fact]
+    public async Task ResolveDynamicAnchorInContextReturnsNullForNoMatch()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: string
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+        var foo = doc.Components.Schemas["Foo"];
+
+        var result = OpenApiWorkspace.ResolveDynamicAnchorInContext(foo, "nonexistent");
+        Assert.Null(result);
+    }
+
+    [Fact]
+    public async Task ResolveDynamicAnchorInContextDoesNotReadFromTargetForReferenceHolders()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              $defs:
+                node:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    name:
+                      type: string
+            Referrer:
+              $ref: '#/components/schemas/Target'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referrer = doc.Components.Schemas["Referrer"];
+        var refSchema = Assert.IsType<OpenApiSchemaReference>(referrer);
+
+        var result = OpenApiWorkspace.ResolveDynamicAnchorInContext(refSchema, "node");
+        Assert.Null(result);
+    }
+
+    [Fact]
+    public async Task ResolveDynamicAnchorInContextDoesNotReadFromTargetForReferenceDefsEntries()
+    {
+        // A $defs entry that is itself a $ref must contribute its own authored $dynamicAnchor,
+        // not an anchor declared on the referenced target. The "aliased" def points at a target
+        // that declares $dynamicAnchor: node, but the def itself does not author it, so the
+        // context-bound lookup must return null.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                name:
+                  type: string
+            Container:
+              type: object
+              $defs:
+                aliased:
+                  $ref: '#/components/schemas/Target'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var container = doc.Components.Schemas["Container"];
+        var aliased = Assert.IsType<OpenApiSchemaReference>(container.Definitions!["aliased"]);
+        // Sanity: the fall-through property would surface the target's anchor...
+        Assert.Equal("node", aliased.DynamicAnchor);
+        // ...but the authored sibling on the def entry is empty.
+        Assert.Null(aliased.Reference.DynamicAnchor);
+
+        // Both the non-reference context branch (Container) and the reference-holder branch
+        // (a ref whose Reference.Definitions carries the entry) must ignore the target's anchor.
+        Assert.Null(OpenApiWorkspace.ResolveDynamicAnchorInContext(container, "node"));
+
+        var refWithDefs = new OpenApiSchemaReference("Container", doc)
+        {
+            Reference =
+            {
+                Definitions = new Dictionary<string, IOpenApiSchema>
+                {
+                    ["aliased"] = aliased
+                }
+            }
+        };
+        Assert.Null(OpenApiWorkspace.ResolveDynamicAnchorInContext(refWithDefs, "node"));
+    }
+
+    [Fact]
+    public async Task DynamicRefFallsBackToPlainAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              $anchor: meta
+              type: object
+              properties:
+                value:
+                  type: string
+            Referencer:
+              type: object
+              properties:
+                ref:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var target = doc.Components.Schemas["Target"];
+        var referencer = doc.Components.Schemas["Referencer"];
+        var refSchema = referencer.Properties["ref"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(refSchema);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(target, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorTakesPrecedenceOverPlainAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            DynamicTarget:
+              $dynamicAnchor: meta
+              type: object
+              properties:
+                dynamic:
+                  type: boolean
+            PlainTarget:
+              $anchor: meta
+              type: object
+              properties:
+                plain:
+                  type: boolean
+            Referencer:
+              type: object
+              properties:
+                ref:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var dynamicTarget = doc.Components.Schemas["DynamicTarget"];
+        var referencer = doc.Components.Schemas["Referencer"];
+        var refSchema = referencer.Properties["ref"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(refSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(dynamicTarget, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefDoesNotFallBackToPlainAnchorWhenDynamicAnchorIsAmbiguous()
+    {
+        // Two $dynamicAnchor: meta declarations make the dynamic anchor ambiguous. Per §8.2.3.2,
+        // the spec requires the outermost $dynamicAnchor, which this library cannot compute, so
+        // Target must be null. The presence of a $anchor: meta must NOT trigger the plain-anchor
+        // fallback, since that would silently resolve to a different, incorrect target.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            DynamicA:
+              $dynamicAnchor: meta
+              type: object
+              properties:
+                a:
+                  type: boolean
+            DynamicB:
+              $dynamicAnchor: meta
+              type: object
+              properties:
+                b:
+                  type: boolean
+            PlainTarget:
+              $anchor: meta
+              type: object
+              properties:
+                plain:
+                  type: boolean
+            Referencer:
+              type: object
+              properties:
+                ref:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referencer = doc.Components.Schemas["Referencer"];
+        var refSchema = referencer.Properties["ref"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(refSchema);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInInlineCallbackIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a schema nested in an inline operation callback must be
+        // registered, matching the treatment of reusable (components/callbacks) callbacks.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths:
+          /register:
+            post:
+              requestBody:
+                content:
+                  application/json:
+                    schema:
+                      type: object
+              responses:
+                '200':
+                  description: OK
+              callbacks:
+                onUpdate:
+                  '$request.body#/url':
+                    post:
+                      requestBody:
+                        content:
+                          application/json:
+                            schema:
+                              $defs:
+                                node:
+                                  $dynamicAnchor: node
+                                  $ref: '#/components/schemas/Node'
+                              $ref: '#/components/schemas/Event'
+                      responses:
+                        '200':
+                          description: OK
+        components:
+          schemas:
+            Event:
+              type: object
+              properties:
+                child:
+                  $dynamicRef: '#node'
+            Node:
+              type: object
+              properties:
+                name:
+                  type: string
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "node"));
+
+        var evt = doc.Components.Schemas["Event"];
+        var childRef = Assert.IsType<OpenApiSchemaReference>(evt.Properties["child"]);
+        Assert.True(childRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(childRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(childRef.Target);
+        Assert.Same(doc.Components.Schemas["Node"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task CyclicCallbackDoesNotStackOverflowAndStillRegistersAnchors()
+    {
+        // A callback that references itself (via $ref) creates a structural cycle
+        // pathItem -> operation -> callback -> pathItem. The anchor walk must terminate and still
+        // register anchors declared inside the cycle.
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Event:
+              type: object
+              properties:
+                child:
+                  $dynamicRef: '#node'
+            Node:
+              type: object
+              properties:
+                name:
+                  type: string
+          callbacks:
+            Loop:
+              '$request.body#/url':
+                post:
+                  requestBody:
+                    content:
+                      application/json:
+                        schema:
+                          $defs:
+                            node:
+                              $dynamicAnchor: node
+                              $ref: '#/components/schemas/Node'
+                          $ref: '#/components/schemas/Event'
+                  responses:
+                    '200':
+                      description: OK
+                  callbacks:
+                    self:
+                      $ref: '#/components/callbacks/Loop'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "node"));
+
+        var evt = doc.Components.Schemas["Event"];
+        var childRef = Assert.IsType<OpenApiSchemaReference>(evt.Properties["child"]);
+        Assert.True(childRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(childRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(childRef.Target);
+        Assert.Same(doc.Components.Schemas["Node"], resolved.Target);
+    }
+
+    [Fact]
+    public void DynamicRefResolvesInObjectModelBuiltDocument()
+    {
+        var doc = new OpenApiDocument();
+        var tree = new OpenApiSchema
+        {
+            DynamicAnchor = "node",
+            Type = JsonSchemaType.Object,
+            Properties = new Dictionary<string, IOpenApiSchema>
+            {
+                ["value"] = new OpenApiSchema { Type = JsonSchemaType.String },
+                ["next"] = new OpenApiSchemaReference("node", doc)
+                {
+                    Reference = { DynamicRef = "#node" }
+                }
+            }
+        };
+        doc.AddComponent("Tree", tree);
+        doc.Workspace = new OpenApiWorkspace();
+        doc.Workspace.RegisterComponents(doc);
+
+        var nextRef = Assert.IsType<OpenApiSchemaReference>(tree.Properties["next"]);
+        nextRef.Reference.SetJsonPointerPath("#node", "#/components/schemas/Tree/properties/next");
+        Assert.True(nextRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(nextRef.Target);
+        Assert.Same(tree, nextRef.Target);
+    }
+
+    [Fact]
+    public async Task ExternalDynamicRefResolvesToPlainAnchorInExternalDocument()
+    {
+        // Document B has only $anchor (no $dynamicAnchor). FindDocumentByBaseUri must search
+        // both registries so the $anchor fallback works for URI-based $dynamicRef.
+        var yamlA =
+        """
+        openapi: 3.1.0
+        info:
+          title: Doc A
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var yamlB =
+        """
+        openapi: 3.1.0
+        info:
+          title: Doc B
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            ExternalNode:
+              $anchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+        """;
+
+        using var streamA = new MemoryStream(Encoding.UTF8.GetBytes(yamlA));
+        using var streamB = new MemoryStream(Encoding.UTF8.GetBytes(yamlB));
+        var resultA = await OpenApiDocument.LoadAsync(streamA, "yaml", SettingsFixture.ReaderSettings);
+        var resultB = await OpenApiDocument.LoadAsync(streamB, "yaml", SettingsFixture.ReaderSettings);
+
+        var docA = resultA.Document;
+        var docB = resultB.Document;
+
+        docA.BaseUri = new("https://example.com/main");
+        docB.BaseUri = new("https://example.com/external");
+
+        var workspace = docA.Workspace!;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var tree = docA.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Equal("https://example.com/external", reference.Reference.ExternalResource);
+        Assert.NotNull(reference.Target);
+        Assert.Same(docB.Components.Schemas["ExternalNode"], reference.Target);
+    }
+
+    [Fact]
+    public async Task ExternalDynamicRefWithRelativeUriResolvesAcrossDocuments()
+    {
+        var yamlA =
+        """
+        openapi: 3.1.0
+        info:
+          title: Doc A
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'external.yaml#node'
+        """;
+
+        var yamlB =
+        """
+        openapi: 3.1.0
+        info:
+          title: Doc B
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            ExternalNode:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+        """;
+
+        using var streamA = new MemoryStream(Encoding.UTF8.GetBytes(yamlA));
+        using var streamB = new MemoryStream(Encoding.UTF8.GetBytes(yamlB));
+        var resultA = await OpenApiDocument.LoadAsync(streamA, "yaml", SettingsFixture.ReaderSettings);
+        var resultB = await OpenApiDocument.LoadAsync(streamB, "yaml", SettingsFixture.ReaderSettings);
+
+        var docA = resultA.Document;
+        var docB = resultB.Document;
+
+        docA.BaseUri = new("https://example.com/main.yaml");
+        docB.BaseUri = new("https://example.com/external.yaml");
+
+        var workspace = docA.Workspace!;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var tree = docA.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Equal("external.yaml", reference.Reference.ExternalResource);
+        Assert.NotNull(reference.Target);
+        Assert.Same(docB.Components.Schemas["ExternalNode"], reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefWithStructuralSiblingsRoundTripsThroughSerialization()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                children:
+                  type: array
+                  items:
+                    $dynamicRef: '#node'
+                    minProperties: 2
+                    description: constrained child
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var sw = new StringWriter();
+        var writer = new OpenApiYamlWriter(sw);
+        doc.SerializeAsV31(writer);
+        var serialized = sw.ToString();
+
+        var doc2 = await LoadDocumentAsync(serialized);
+
+        var tree2 = doc2.Components.Schemas["Tree"];
+        var items2 = tree2.Properties["children"].Items;
+        var ref2 = Assert.IsType<OpenApiSchemaReference>(items2);
+        Assert.True(ref2.Reference.IsDynamicRefOnly);
+        Assert.NotNull(ref2.Target);
+        Assert.Same(tree2, ref2.Target);
+        Assert.Equal(2, ref2.MinProperties);
+        Assert.Equal("constrained child", ref2.Description);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableCallbackIsRegistered()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              type: object
+              properties:
+                value:
+                  type: string
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+          callbacks:
+            Webhook:
+              '{$request.body#/url}':
+                post:
+                  requestBody:
+                    content:
+                      application/json:
+                        schema:
+                          $defs:
+                            itemType:
+                              $dynamicAnchor: itemType
+                              $ref: '#/components/schemas/Target'
+                          $ref: '#/components/schemas/Paged'
+                  responses:
+                    '200':
+                      description: ok
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType"));
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(paged.Properties["content"].Items);
+        Assert.NotNull(itemsRef.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusablePathItemIsRegistered()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              type: object
+              properties:
+                value:
+                  type: string
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+          pathItems:
+            SharedPath:
+              get:
+                responses:
+                  '200':
+                    description: ok
+                    content:
+                      application/json:
+                        schema:
+                          $defs:
+                            itemType:
+                              $dynamicAnchor: itemType
+                              $ref: '#/components/schemas/Target'
+                          $ref: '#/components/schemas/Paged'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType"));
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(paged.Properties["content"].Items);
+        Assert.NotNull(itemsRef.Target);
+    }
+
+    [Fact]
+    public async Task InliningDynamicRefProducesResolvedTargetSchema()
+    {
+        var yaml =
+        """
+        openapi: 3.1.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+                next:
+                  $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+
+        var inlined = reference.CopyReferenceAsTargetElementWithOverrides(next);
+        Assert.NotNull(inlined);
+        Assert.Equal(JsonSchemaType.Object, inlined.Type);
+        Assert.NotNull(inlined.Properties);
+        Assert.True(inlined.Properties.ContainsKey("value"));
+    }
+}
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiSchemaTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiSchemaTests.cs
index 5cf558f7c..8f3314db2 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiSchemaTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/OpenApiSchemaTests.cs
@@ -141,13 +141,15 @@ public void ParseSchemaWithTypeArrayWorks()
         [Theory]
         [InlineData(@"{ ""nullable"": true, ""type"": ""string"" }")]
         [InlineData(@"{ ""type"": ""string"", ""nullable"": true }")]
-        public void ParseSchemaWithNullableBeforeOrAfterTypePreservesNullFlag(string schemaJson)
+        public void ParseSchemaWithNullableBeforeOrAfterTypeDoesNotPreserveNullFlag(string schemaJson)
         {
+            // "nullable" is only for 3.0.
+
             // Act
             var schema = OpenApiModelFactory.Parse<OpenApiSchema>(schemaJson, OpenApiSpecVersion.OpenApi3_1, new(), out _, "json", SettingsFixture.ReaderSettings);
 
             // Assert
-            Assert.Equal(JsonSchemaType.String | JsonSchemaType.Null, schema.Type);
+            Assert.Equal(JsonSchemaType.String, schema.Type);
         }
 
         [Fact]
@@ -517,7 +519,7 @@ public void SerializeSchemaWithTypeArrayAndNullableDoesntEmitType()
 - ""int""
 nullable: true";
 
-            var expected = @"x-nullable: true";
+            var expected = @"{ }";
 
             var schema = OpenApiModelFactory.Parse<OpenApiSchema>(input, OpenApiSpecVersion.OpenApi3_1, new(), out _, "yaml", SettingsFixture.ReaderSettings);
 
@@ -531,8 +533,10 @@ public void SerializeSchemaWithTypeArrayAndNullableDoesntEmitType()
         [Theory]
         [InlineData("schemaWithNullable.yaml")]
         [InlineData("schemaWithNullableExtension.yaml")]
-        public async Task LoadSchemaWithNullableExtensionAsV31Works(string filePath)
+        public async Task LoadSchemaWithNullableExtensionAsV31ShouldNotWork(string filePath)
         {
+            // "nullable" is only for 3.0.
+            // and "x-nullable" is only for 2.0.
             // Arrange
             var path = Path.Combine(SampleFolderPath, filePath);
 
@@ -540,7 +544,7 @@ public async Task LoadSchemaWithNullableExtensionAsV31Works(string filePath)
             var schema = await OpenApiModelFactory.LoadAsync<OpenApiSchema>(path, OpenApiSpecVersion.OpenApi3_1, new(), SettingsFixture.ReaderSettings);
 
             // Assert
-            Assert.Equal(JsonSchemaType.String | JsonSchemaType.Null, schema.Type);
+            Assert.Equal(JsonSchemaType.String, schema.Type);
         }
 
         [Fact]
@@ -632,6 +636,55 @@ public async Task ParseSchemaWithConstWorks()
             Assert.Equal(expected.MakeLineBreaksEnvironmentNeutral(), schemaString.MakeLineBreaksEnvironmentNeutral());
         }
 
+        [Fact]
+        public async Task ParseSchemaWithConstNullWorks()
+        {
+            var expected = @"{
+  ""$schema"": ""https://json-schema.org/draft/2020-12/schema"",
+  ""required"": [
+    ""status""
+  ],
+  ""type"": ""object"",
+  ""properties"": {
+    ""status"": {
+      ""const"": null,
+      ""type"": ""string""
+    },
+    ""user"": {
+      ""required"": [
+        ""role""
+      ],
+      ""type"": ""object"",
+      ""properties"": {
+        ""role"": {
+          ""const"": null,
+          ""type"": ""string""
+        }
+      }
+    }
+  }
+}";
+
+            var path = Path.Combine(SampleFolderPath, "schemaWithConstNull.json");
+
+            // Act
+            var schema = await OpenApiModelFactory.LoadAsync<OpenApiSchema>(path, OpenApiSpecVersion.OpenApi3_1, new(), SettingsFixture.ReaderSettings);
+
+            var statusSchema = Assert.IsType<OpenApiSchema>(schema.Properties["status"]);
+            Assert.Null(statusSchema.Const);
+            Assert.True(statusSchema.WasConstExplicitlySet);
+
+            var userRoleSchema = Assert.IsType<OpenApiSchema>(schema.Properties["user"].Properties["role"]);
+            Assert.Null(userRoleSchema.Const);
+            Assert.True(userRoleSchema.WasConstExplicitlySet);
+
+            // serialization
+            var writer = new StringWriter();
+            schema.SerializeAsV31(new OpenApiJsonWriter(writer));
+            var schemaString = writer.ToString();
+            Assert.Equal(expected.MakeLineBreaksEnvironmentNeutral(), schemaString.MakeLineBreaksEnvironmentNeutral());
+        }
+
         [Fact]
         public void ParseSchemaWithUnrecognizedKeywordsWorks()
         {
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/RelativeReferenceTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/RelativeReferenceTests.cs
index 070fff68c..4eebac2f5 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/RelativeReferenceTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/RelativeReferenceTests.cs
@@ -172,6 +172,123 @@ public async Task ParseExternalComponentSubschemaJsonSchemaReferenceWorks()
             Assert.Equal(JsonSchemaType.Object, schema.Type);
         }
 
+        [Fact]
+        public async Task ParseExternalInlineSubschemaUsingAnchorWorks()
+        {
+            var tempDirectory = Path.Join(Path.GetTempPath(), Guid.NewGuid().ToString("N"));
+            Directory.CreateDirectory(tempDirectory);
+
+            var rootPath = Path.Join(tempDirectory, "root.yaml");
+            var externalPath = Path.Join(tempDirectory, "OAS-schemas.yaml");
+
+            await File.WriteAllTextAsync(rootPath,
+            @"openapi: 3.1.0
+info:
+  title: T
+  version: 1.0.0
+paths:
+  /person/{id}:
+    get:
+      responses:
+        '200':
+          description: ok
+          content:
+            application/json:
+              schema:
+                $ref: 'OAS-schemas.yaml#address'
+");
+            await File.WriteAllTextAsync(externalPath,
+            @"
+openapi: 3.1.0
+info:
+  title: OpenAPI document containing reusable components
+  version: 1.0.0
+components:
+  schemas:
+    person:
+      type: object
+      properties:
+        address:
+          $anchor: address
+          type: object
+");
+
+            try
+            {
+                var settings = new OpenApiReaderSettings
+                {
+                    LoadExternalRefs = true,
+                    BaseUrl = new Uri(rootPath),
+                };
+                settings.AddYamlReader();
+
+                var result = await OpenApiDocument.LoadAsync(rootPath, settings);
+                var schema = result.Document.Paths["/person/{id}"].Operations[HttpMethod.Get].Responses["200"].Content["application/json"].Schema;
+
+                Assert.Equal(JsonSchemaType.Object, schema.Type);
+            }
+            finally
+            {
+                Directory.Delete(tempDirectory, true);
+            }
+        }
+
+        [Fact]
+        public async Task ExternalJsonSchemaFragmentReferenceDoesNotResolve()
+        {
+            var tempDirectory = Path.Join(Path.GetTempPath(), Guid.NewGuid().ToString("N"));
+            Directory.CreateDirectory(tempDirectory);
+
+            var rootPath = Path.Join(tempDirectory, "root.yaml");
+            var externalPath = Path.Join(tempDirectory, "OAS-schemas.yaml");
+
+            await File.WriteAllTextAsync(rootPath,
+            @"openapi: 3.1.0
+info:
+  title: T
+  version: 1.0.0
+paths:
+  /person/{id}:
+    get:
+      responses:
+        '200':
+          description: ok
+          content:
+            application/json:
+              schema:
+                $ref: 'OAS-schemas.yaml#/person/properties/address'
+");
+            await File.WriteAllTextAsync(externalPath,
+            @"
+person:
+  type: object
+  properties:
+    address:
+      type: object
+");
+
+            try
+            {
+                var settings = new OpenApiReaderSettings
+                {
+                    LoadExternalRefs = true,
+                    BaseUrl = new Uri(rootPath),
+                };
+                settings.AddYamlReader();
+
+                var result = await OpenApiDocument.LoadAsync(rootPath, settings);
+                var schema = result.Document.Paths["/person/{id}"].Operations[HttpMethod.Get].Responses["200"].Content["application/json"].Schema;
+                var schemaReference = Assert.IsType<OpenApiSchemaReference>(schema);
+
+                Assert.True(schemaReference.UnresolvedReference);
+                Assert.Null(schema.Type);
+            }
+            finally
+            {
+                Directory.Delete(tempDirectory, true);
+            }
+        }
+
         [Fact]
         public async Task ParseReferenceToInternalComponentUsingDollarIdWorks()
         {
@@ -186,6 +303,57 @@ public async Task ParseReferenceToInternalComponentUsingDollarIdWorks()
             Assert.Equal(JsonSchemaType.Object, schema.Type);
         }
 
+        [Fact]
+        public async Task ParseReferenceToInternalSubschemaUsingDollarIdWorks()
+        {
+            var tempDirectory = Path.Join(Path.GetTempPath(), Guid.NewGuid().ToString("N"));
+            Directory.CreateDirectory(tempDirectory);
+
+            var rootPath = Path.Join(tempDirectory, "root.yaml");
+
+            await File.WriteAllTextAsync(rootPath,
+            @"openapi: 3.1.0
+info:
+  title: T
+  version: 1.0.0
+paths:
+  /person/{id}/address:
+    get:
+      responses:
+        '200':
+          description: ok
+          content:
+            application/json:
+              schema:
+                $ref: 'https://schemas.acme.org/address'
+components:
+  schemas:
+    person:
+      $id: 'https://schemas.acme.org/person'
+      type: object
+      properties:
+        address:
+          $id: 'address'
+          type: object
+          properties:
+            street:
+              type: string
+");
+
+            try
+            {
+                var result = await OpenApiDocument.LoadAsync(rootPath, SettingsFixture.ReaderSettings);
+                var schema = result.Document.Paths["/person/{id}/address"].Operations[HttpMethod.Get].Responses["200"].Content["application/json"].Schema;
+
+                Assert.Equal(JsonSchemaType.Object, schema.Type);
+                Assert.Equal(JsonSchemaType.String, schema.Properties["street"].Type);
+            }
+            finally
+            {
+                Directory.Delete(tempDirectory, true);
+            }
+        }
+
         [Fact]
         public async Task ParseLocalReferenceToJsonSchemaResourceWorks()
         {
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V31Tests/Samples/OpenApiSchema/schemaWithConstNull.json b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/Samples/OpenApiSchema/schemaWithConstNull.json
new file mode 100644
index 000000000..db5290a5c
--- /dev/null
+++ b/test/Microsoft.OpenApi.Readers.Tests/V31Tests/Samples/OpenApiSchema/schemaWithConstNull.json
@@ -0,0 +1,21 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "type": "object",
+  "properties": {
+    "status": {
+      "type": "string",
+      "const": null
+    },
+    "user": {
+      "type": "object",
+      "properties": {
+        "role": {
+          "type": "string",
+          "const": null
+        }
+      },
+      "required": [ "role" ]
+    }
+  },
+  "required": [ "status" ]
+}
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentSerializationTests .cs b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentSerializationTests.cs
similarity index 97%
rename from test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentSerializationTests .cs
rename to test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentSerializationTests.cs
index 2888e39e2..b95a25af2 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentSerializationTests .cs	
+++ b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentSerializationTests.cs
@@ -30,7 +30,8 @@ public async Task Serialize_DoesNotMutateDom(OpenApiSpecVersion version)
             {
                 Converters =
                 {
-                    new HttpMethodOperationDictionaryConverter()
+                    new HttpMethodOperationDictionaryConverter(),
+                    new OpenApiSchemaInterfaceJsonConverter(static (w, s) => s.SerializeAsV32(w))
                 },
             };
             var originalSerialized = JsonSerializer.Serialize(doc, options);
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentTests.cs
index 80051f05c..79f2d990f 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDocumentTests.cs
@@ -16,6 +16,40 @@ public class OpenApiDocumentTests
     {
         private const string SampleFolderPath = "V32Tests/Samples/OpenApiDocument/";
 
+        [Fact]
+        public void ParseDocumentWithMalformedReferenceShouldYieldExpectedDiagnostic()
+        {
+            var result = OpenApiDocument.Parse(
+                """
+                openapi: 3.2.0
+                info:
+                  title: test
+                  version: 1.0.0
+                paths:
+                  /test:
+                    get:
+                      responses:
+                        '200':
+                          description: successful operation
+                          content:
+                            application/json:
+                              schema:
+                                $ref: '#components/schemas/Item'
+                components:
+                  schemas:
+                    Item:
+                      type: object
+                      properties:
+                        id:
+                          type: integer
+                """,
+                OpenApiConstants.Yaml,
+                SettingsFixture.ReaderSettings);
+
+            var error = Assert.Single(result.Diagnostic.Errors);
+            Assert.Equal("The reference string '#components/schemas/Item' has invalid format.", error.Message);
+        }
+
         [Fact]
         public async Task ParseDocumentWithWebhooksShouldSucceed()
         {
@@ -665,4 +699,3 @@ public void LoadDocumentWithBooleanSchemaShouldNotThrowNullReferenceException()
         }
     }
 }
-
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDynamicRefTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDynamicRefTests.cs
new file mode 100644
index 000000000..e35b501dc
--- /dev/null
+++ b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiDynamicRefTests.cs
@@ -0,0 +1,1864 @@
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using System.Net.Http;
+using System.Text;
+using System.Text.Json.Nodes;
+using System.Threading.Tasks;
+using Microsoft.OpenApi.Reader;
+using Microsoft.OpenApi.Reader.V32;
+using Xunit;
+
+namespace Microsoft.OpenApi.Readers.Tests.V32Tests;
+
+public class OpenApiDynamicRefTests
+{
+    private static async Task<OpenApiDocument> LoadDocumentAsync(string yaml)
+    {
+        using var stream = new MemoryStream(Encoding.UTF8.GetBytes(yaml));
+        var result = await OpenApiDocument.LoadAsync(stream, "yaml", SettingsFixture.ReaderSettings);
+        return result.Document;
+    }
+
+    [Fact]
+    public void BareDynamicRefDeserializesAsSchemaReference()
+    {
+        var json =
+        """
+        {
+            "$dynamicRef": "#category"
+        }
+        """;
+
+        var hostDocument = new OpenApiDocument();
+        var jsonNode = JsonNode.Parse(json);
+
+        var result = OpenApiV32Deserializer.LoadSchema(jsonNode, hostDocument, new ParsingContext(new()));
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(result);
+        Assert.Equal("#category", reference.Reference.DynamicRef);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Reference.ExternalResource);
+    }
+
+    [Fact]
+    public void BareDynamicRefDoesNotEmitRefOnSerialization()
+    {
+        var json =
+        """
+        {
+            "$dynamicRef": "#category"
+        }
+        """;
+
+        var hostDocument = new OpenApiDocument();
+        var jsonNode = JsonNode.Parse(json);
+
+        var result = OpenApiV32Deserializer.LoadSchema(jsonNode, hostDocument, new ParsingContext(new()));
+
+        var sw = new StringWriter();
+        var writer = new OpenApiJsonWriter(sw);
+        result.SerializeAsV32(writer);
+
+        var output = sw.ToString();
+        Assert.Contains("$dynamicRef", output);
+        Assert.DoesNotContain("$ref", output);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesToDynamicAnchorTarget()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                children:
+                  type: array
+                  items:
+                    $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var childrenItems = tree.Properties["children"].Items;
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(childrenItems);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(tree, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefReturnsNullForUnknownAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: object
+              properties:
+                bar:
+                  $dynamicRef: '#nonexistent'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var foo = doc.Components.Schemas["Foo"];
+        var barSchema = foo.Properties["bar"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(barSchema);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task ExternalDynamicRefWithRelativeUriResolvesAcrossDocuments()
+    {
+        var yamlA =
+        """
+        openapi: 3.2.0
+        info:
+          title: Doc A
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'external.yaml#node'
+        """;
+
+        var yamlB =
+        """
+        openapi: 3.2.0
+        info:
+          title: Doc B
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            ExternalNode:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+        """;
+
+        using var streamA = new MemoryStream(Encoding.UTF8.GetBytes(yamlA));
+        using var streamB = new MemoryStream(Encoding.UTF8.GetBytes(yamlB));
+        var resultA = await OpenApiDocument.LoadAsync(streamA, "yaml", SettingsFixture.ReaderSettings);
+        var resultB = await OpenApiDocument.LoadAsync(streamB, "yaml", SettingsFixture.ReaderSettings);
+
+        var docA = resultA.Document;
+        var docB = resultB.Document;
+
+        docA.BaseUri = new("https://example.com/main.yaml");
+        docB.BaseUri = new("https://example.com/external.yaml");
+
+        var workspace = docA.Workspace!;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var tree = docA.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Equal("external.yaml", reference.Reference.ExternalResource);
+        Assert.NotNull(reference.Target);
+        Assert.Same(docB.Components.Schemas["ExternalNode"], reference.Target);
+    }
+
+    [Fact]
+    public async Task AbsoluteDynamicRefDoesNotResolveToLocalAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefWithSiblingsPreservesSiblings()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: object
+              properties:
+                bar:
+                  $dynamicRef: '#node'
+                  maxProperties: 3
+                  description: a constrained dynamic ref
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var foo = doc.Components.Schemas["Foo"];
+        var bar = foo.Properties["bar"];
+
+        Assert.Equal(3, bar.MaxProperties);
+        Assert.Equal("a constrained dynamic ref", bar.Description);
+        Assert.Equal("#node", bar.DynamicRef);
+    }
+
+    [Fact]
+    public async Task DynamicRefRoundTripsThroughSerialization()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                children:
+                  type: array
+                  items:
+                    $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var sw = new StringWriter();
+        var writer = new OpenApiYamlWriter(sw);
+        doc.SerializeAsV32(writer);
+        var serialized = sw.ToString();
+
+        var doc2 = await LoadDocumentAsync(serialized);
+
+        var tree2 = doc2.Components.Schemas["Tree"];
+        var childrenItems2 = tree2.Properties["children"].Items;
+        var reference2 = Assert.IsType<OpenApiSchemaReference>(childrenItems2);
+        Assert.True(reference2.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference2.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefFallsBackToPlainAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              $anchor: meta
+              type: object
+              properties:
+                value:
+                  type: string
+            Referencer:
+              type: object
+              properties:
+                ref:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var target = doc.Components.Schemas["Target"];
+        var referencer = doc.Components.Schemas["Referencer"];
+        var refSchema = referencer.Properties["ref"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(refSchema);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(target, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorTakesPrecedenceOverPlainAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            DynamicTarget:
+              $dynamicAnchor: meta
+              type: object
+              properties:
+                dynamic:
+                  type: boolean
+            PlainTarget:
+              $anchor: meta
+              type: object
+              properties:
+                plain:
+                  type: boolean
+            Referencer:
+              type: object
+              properties:
+                ref:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var dynamicTarget = doc.Components.Schemas["DynamicTarget"];
+        var referencer = doc.Components.Schemas["Referencer"];
+        var refSchema = referencer.Properties["ref"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(refSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(dynamicTarget, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefDoesNotFallBackToPlainAnchorWhenDynamicAnchorIsAmbiguous()
+    {
+        // Two $dynamicAnchor: meta declarations make the dynamic anchor ambiguous. Per §8.2.3.2,
+        // the spec requires the outermost $dynamicAnchor, which this library cannot compute, so
+        // Target must be null. The presence of a $anchor: meta must NOT trigger the plain-anchor
+        // fallback, since that would silently resolve to a different, incorrect target.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            DynamicA:
+              $dynamicAnchor: meta
+              type: object
+              properties:
+                a:
+                  type: boolean
+            DynamicB:
+              $dynamicAnchor: meta
+              type: object
+              properties:
+                b:
+                  type: boolean
+            PlainTarget:
+              $anchor: meta
+              type: object
+              properties:
+                plain:
+                  type: boolean
+            Referencer:
+              type: object
+              properties:
+                ref:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referencer = doc.Components.Schemas["Referencer"];
+        var refSchema = referencer.Properties["ref"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(refSchema);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableResponseIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a schema nested under components/responses must be
+        // registered just like one declared inline under paths, so a $dynamicRef resolves to it.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+            ItemType:
+              type: object
+              properties:
+                name:
+                  type: string
+          responses:
+            ListResponse:
+              description: A paged list
+              content:
+                application/json:
+                  schema:
+                    $defs:
+                      itemType:
+                        $dynamicAnchor: itemType
+                        $ref: '#/components/schemas/ItemType'
+                    $ref: '#/components/schemas/Paged'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType"));
+
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(paged.Properties["content"].Items);
+        Assert.True(itemsRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(itemsRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(itemsRef.Target);
+        Assert.Same(doc.Components.Schemas["ItemType"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableParameterIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a reusable parameter's schema must be registered.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Filter:
+              type: object
+              properties:
+                child:
+                  $dynamicRef: '#node'
+            Node:
+              type: object
+              properties:
+                name:
+                  type: string
+          parameters:
+            filterParam:
+              name: filter
+              in: query
+              schema:
+                $defs:
+                  node:
+                    $dynamicAnchor: node
+                    $ref: '#/components/schemas/Node'
+                $ref: '#/components/schemas/Filter'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "node"));
+
+        var filter = doc.Components.Schemas["Filter"];
+        var childRef = Assert.IsType<OpenApiSchemaReference>(filter.Properties["child"]);
+        Assert.True(childRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(childRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(childRef.Target);
+        Assert.Same(doc.Components.Schemas["Node"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableHeaderIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a reusable header's schema (components/headers) must
+        // be registered.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Cursor:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: '#page'
+            Page:
+              type: object
+              properties:
+                index:
+                  type: integer
+          headers:
+            XCursor:
+              description: Cursor header
+              schema:
+                $defs:
+                  page:
+                    $dynamicAnchor: page
+                    $ref: '#/components/schemas/Page'
+                $ref: '#/components/schemas/Cursor'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "page"));
+
+        var cursor = doc.Components.Schemas["Cursor"];
+        var nextRef = Assert.IsType<OpenApiSchemaReference>(cursor.Properties["next"]);
+        Assert.True(nextRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(nextRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(nextRef.Target);
+        Assert.Same(doc.Components.Schemas["Page"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInResponseHeaderSchemaIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a response header's schema must be registered. This
+        // exercises the response.Headers leaf, which (like parameter.Content and header.Content)
+        // is a schema-bearing location that the anchor walk must cover.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths:
+          /items:
+            get:
+              responses:
+                '200':
+                  description: OK
+                  headers:
+                    X-Page:
+                      description: Paging header
+                      schema:
+                        $defs:
+                          meta:
+                            $dynamicAnchor: meta
+                            type: object
+                            properties:
+                              total:
+                                type: integer
+        components:
+          schemas:
+            Body:
+              type: object
+              properties:
+                paging:
+                  $dynamicRef: '#meta'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var candidate = Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "meta"));
+
+        var body = doc.Components.Schemas["Body"];
+        var pagingRef = Assert.IsType<OpenApiSchemaReference>(body.Properties["paging"]);
+        Assert.True(pagingRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(pagingRef.Target);
+        Assert.Same(candidate, pagingRef.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInMediaTypeItemSchemaIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a media type's itemSchema (an OAS 3.2 schema-bearing
+        // leaf distinct from `schema`) must be registered, so a $dynamicRef resolves to it.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Stream:
+              type: object
+              properties:
+                first:
+                  $dynamicRef: '#entry'
+            Entry:
+              type: object
+              properties:
+                id:
+                  type: string
+          responses:
+            StreamResponse:
+              description: A streaming response
+              content:
+                application/x-ndjson:
+                  itemSchema:
+                    $defs:
+                      entry:
+                        $dynamicAnchor: entry
+                        $ref: '#/components/schemas/Entry'
+                    $ref: '#/components/schemas/Stream'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "entry"));
+
+        var stream = doc.Components.Schemas["Stream"];
+        var firstRef = Assert.IsType<OpenApiSchemaReference>(stream.Properties["first"]);
+        Assert.True(firstRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(firstRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(firstRef.Target);
+        Assert.Same(doc.Components.Schemas["Entry"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInInlineCallbackIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a schema nested in an inline operation callback must be
+        // registered, matching the treatment of reusable (components/callbacks) callbacks.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths:
+          /register:
+            post:
+              requestBody:
+                content:
+                  application/json:
+                    schema:
+                      type: object
+              responses:
+                '200':
+                  description: OK
+              callbacks:
+                onUpdate:
+                  '$request.body#/url':
+                    post:
+                      requestBody:
+                        content:
+                          application/json:
+                            schema:
+                              $defs:
+                                node:
+                                  $dynamicAnchor: node
+                                  $ref: '#/components/schemas/Node'
+                              $ref: '#/components/schemas/Event'
+                      responses:
+                        '200':
+                          description: OK
+        components:
+          schemas:
+            Event:
+              type: object
+              properties:
+                child:
+                  $dynamicRef: '#node'
+            Node:
+              type: object
+              properties:
+                name:
+                  type: string
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "node"));
+
+        var evt = doc.Components.Schemas["Event"];
+        var childRef = Assert.IsType<OpenApiSchemaReference>(evt.Properties["child"]);
+        Assert.True(childRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(childRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(childRef.Target);
+        Assert.Same(doc.Components.Schemas["Node"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableMediaTypeIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a reusable media type's schema (components/mediaTypes,
+        // an OAS 3.2 component) must be registered, so a $dynamicRef resolves to it.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Payload:
+              type: object
+              properties:
+                inner:
+                  $dynamicRef: '#widget'
+            Widget:
+              type: object
+              properties:
+                id:
+                  type: string
+          mediaTypes:
+            JsonPayload:
+              schema:
+                $defs:
+                  widget:
+                    $dynamicAnchor: widget
+                    $ref: '#/components/schemas/Widget'
+                $ref: '#/components/schemas/Payload'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "widget"));
+
+        var payload = doc.Components.Schemas["Payload"];
+        var innerRef = Assert.IsType<OpenApiSchemaReference>(payload.Properties["inner"]);
+        Assert.True(innerRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(innerRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(innerRef.Target);
+        Assert.Same(doc.Components.Schemas["Widget"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task CyclicCallbackDoesNotStackOverflowAndStillRegistersAnchors()
+    {
+        // A callback that references itself (via $ref) creates a structural cycle
+        // pathItem -> operation -> callback -> pathItem. The anchor walk must terminate and still
+        // register anchors declared inside the cycle.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Event:
+              type: object
+              properties:
+                child:
+                  $dynamicRef: '#node'
+            Node:
+              type: object
+              properties:
+                name:
+                  type: string
+          callbacks:
+            Loop:
+              '$request.body#/url':
+                post:
+                  requestBody:
+                    content:
+                      application/json:
+                        schema:
+                          $defs:
+                            node:
+                              $dynamicAnchor: node
+                              $ref: '#/components/schemas/Node'
+                          $ref: '#/components/schemas/Event'
+                  responses:
+                    '200':
+                      description: OK
+                  callbacks:
+                    self:
+                      $ref: '#/components/callbacks/Loop'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "node"));
+
+        var evt = doc.Components.Schemas["Event"];
+        var childRef = Assert.IsType<OpenApiSchemaReference>(evt.Properties["child"]);
+        Assert.True(childRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(childRef.Target);
+
+        var resolved = Assert.IsType<OpenApiSchemaReference>(childRef.Target);
+        Assert.Same(doc.Components.Schemas["Node"], resolved.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefWithStructuralSiblingsRoundTripsThroughSerialization()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                children:
+                  type: array
+                  items:
+                    $dynamicRef: '#node'
+                    minProperties: 2
+                    description: constrained child
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var sw = new StringWriter();
+        var writer = new OpenApiYamlWriter(sw);
+        doc.SerializeAsV32(writer);
+        var serialized = sw.ToString();
+
+        var doc2 = await LoadDocumentAsync(serialized);
+
+        var tree2 = doc2.Components.Schemas["Tree"];
+        var items2 = tree2.Properties["children"].Items;
+        var ref2 = Assert.IsType<OpenApiSchemaReference>(items2);
+        Assert.True(ref2.Reference.IsDynamicRefOnly);
+        Assert.NotNull(ref2.Target);
+        Assert.Same(tree2, ref2.Target);
+        Assert.Equal(2, ref2.MinProperties);
+        Assert.Equal("constrained child", ref2.Description);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusableCallbackIsRegistered()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              type: object
+              properties:
+                value:
+                  type: string
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+          callbacks:
+            Webhook:
+              '{$request.body#/url}':
+                post:
+                  requestBody:
+                    content:
+                      application/json:
+                        schema:
+                          $defs:
+                            itemType:
+                              $dynamicAnchor: itemType
+                              $ref: '#/components/schemas/Target'
+                          $ref: '#/components/schemas/Paged'
+                  responses:
+                    '200':
+                      description: ok
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType"));
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(paged.Properties["content"].Items);
+        Assert.NotNull(itemsRef.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInReusablePathItemIsRegistered()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              type: object
+              properties:
+                value:
+                  type: string
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+          pathItems:
+            SharedPath:
+              get:
+                responses:
+                  '200':
+                    description: ok
+                    content:
+                      application/json:
+                        schema:
+                          $defs:
+                            itemType:
+                              $dynamicAnchor: itemType
+                              $ref: '#/components/schemas/Target'
+                          $ref: '#/components/schemas/Paged'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        Assert.Single(doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType"));
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(paged.Properties["content"].Items);
+        Assert.NotNull(itemsRef.Target);
+    }
+
+    [Fact]
+    public async Task InliningDynamicRefProducesResolvedTargetSchema()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+                next:
+                  $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+
+        var inlined = reference.CopyReferenceAsTargetElementWithOverrides(next);
+        Assert.NotNull(inlined);
+        Assert.Equal(JsonSchemaType.Object, inlined.Type);
+        Assert.NotNull(inlined.Properties);
+        Assert.True(inlined.Properties.ContainsKey("value"));
+    }
+
+    [Fact]
+    public async Task ResolveDynamicAnchorInContextDoesNotReadFromTargetForReferenceDefsEntries()
+    {
+        // A $defs entry that is itself a $ref must contribute its own authored $dynamicAnchor,
+        // not an anchor declared on the referenced target. The "aliased" def points at a target
+        // that declares $dynamicAnchor: node, but the def itself does not author it, so the
+        // context-bound lookup must return null.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                name:
+                  type: string
+            Container:
+              type: object
+              $defs:
+                aliased:
+                  $ref: '#/components/schemas/Target'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var container = doc.Components.Schemas["Container"];
+        var aliased = Assert.IsType<OpenApiSchemaReference>(container.Definitions!["aliased"]);
+        // Sanity: the fall-through property would surface the target's anchor...
+        Assert.Equal("node", aliased.DynamicAnchor);
+        // ...but the authored sibling on the def entry is empty.
+        Assert.Null(aliased.Reference.DynamicAnchor);
+
+        // Both the non-reference context branch (Container) and the reference-holder branch
+        // (a ref whose Reference.Definitions carries the entry) must ignore the target's anchor.
+        Assert.Null(OpenApiWorkspace.ResolveDynamicAnchorInContext(container, "node"));
+
+        var refWithDefs = new OpenApiSchemaReference("Container", doc)
+        {
+            Reference =
+            {
+                Definitions = new Dictionary<string, IOpenApiSchema>
+                {
+                    ["aliased"] = aliased
+                }
+            }
+        };
+        Assert.Null(OpenApiWorkspace.ResolveDynamicAnchorInContext(refWithDefs, "node"));
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesViaDefsAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              $defs:
+                node:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    value:
+                      type: string
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var root = doc.Components.Schemas["Root"];
+        var nodeDef = root.Definitions["node"];
+        var nextSchema = nodeDef.Properties["next"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(nextSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(nodeDef, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesViaNestedPropertyAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                self:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    value:
+                      type: string
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var self = tree.Properties["self"];
+
+        var nextSchema = self.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(nextSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(self, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefResolvesViaAllOfAnchor()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              allOf:
+                - $dynamicAnchor: node
+                  type: object
+                  properties:
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var root = doc.Components.Schemas["Root"];
+        var branch = root.AllOf[0];
+        var nextSchema = branch.Properties["next"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(nextSchema);
+        Assert.NotNull(reference.Target);
+        Assert.Same(branch, reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicRefReturnsNullWhenAnchorIsAmbiguous()
+    {
+        // When a single document declares the same $dynamicAnchor name on more than one subschema,
+        // resolution cannot pick one without dynamic-scope evaluation, so Target returns null.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              type: object
+              properties:
+                a:
+                  $dynamicAnchor: node
+                  type: object
+                b:
+                  $dynamicAnchor: node
+                  type: object
+                ref:
+                  $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var root = doc.Components.Schemas["Root"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(root.Properties["ref"]);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorRegisteredAcrossAllSubschemaLocations()
+    {
+        // Exercises every subschema location the anchor walk descends into (oneOf, anyOf, not,
+        // items, additionalProperties, patternProperties, contains, propertyNames, contentSchema,
+        // if/then/else, dependentSchemas, unevaluatedPropertiesSchema). Each declares a distinct
+        // $dynamicAnchor name; a $dynamicRef to each confirms the walk reached it.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Root:
+              type: object
+              oneOf:
+                - $dynamicAnchor: one
+                  type: object
+              anyOf:
+                - $dynamicAnchor: any
+                  type: object
+              allOf:
+                - type: object
+                  properties:
+                    nested:
+                      type: array
+                      items:
+                        $dynamicAnchor: itm
+                        type: string
+                  dependentSchemas:
+                    dep:
+                      $dynamicAnchor: depn
+                      type: object
+              not:
+                $dynamicAnchor: notn
+                type: object
+              contains:
+                $dynamicAnchor: cont
+                type: object
+              propertyNames:
+                $dynamicAnchor: pn
+                type: string
+              contentSchema:
+                $dynamicAnchor: cs
+                type: string
+              unevaluatedProperties:
+                $dynamicAnchor: up
+                type: object
+              patternProperties:
+                '^x':
+                  $dynamicAnchor: pp
+                  type: object
+              properties:
+                child:
+                  $dynamicAnchor: ifn
+                  type: object
+              additionalProperties:
+                $dynamicAnchor: ap
+                type: object
+              if:
+                $dynamicAnchor: iftop
+                type: object
+              then:
+                $dynamicAnchor: thentop
+                type: object
+              else:
+                $dynamicAnchor: elsetop
+                type: object
+              $defs:
+                consumer:
+                  type: object
+                  properties:
+                    one:
+                      $dynamicRef: '#one'
+                    any:
+                      $dynamicRef: '#any'
+                    notn:
+                      $dynamicRef: '#notn'
+                    cont:
+                      $dynamicRef: '#cont'
+                    pn:
+                      $dynamicRef: '#pn'
+                    cs:
+                      $dynamicRef: '#cs'
+                    up:
+                      $dynamicRef: '#up'
+                    pp:
+                      $dynamicRef: '#pp'
+                    ifn:
+                      $dynamicRef: '#ifn'
+                    itm:
+                      $dynamicRef: '#itm'
+                    depn:
+                      $dynamicRef: '#depn'
+                    iftop:
+                      $dynamicRef: '#iftop'
+                    thentop:
+                      $dynamicRef: '#thentop'
+                    elsetop:
+                      $dynamicRef: '#elsetop'
+                    ap:
+                      $dynamicRef: '#ap'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+        var root = doc.Components.Schemas["Root"];
+        var consumer = root.Definitions["consumer"].Properties;
+
+        // Each anchor is unique within the document, so every resolution must succeed.
+        foreach (var name in new[] { "one", "any", "notn", "cont", "pn", "cs", "up", "pp", "ifn", "itm", "depn", "iftop", "thentop", "elsetop", "ap" })
+        {
+            var reference = Assert.IsType<OpenApiSchemaReference>(consumer[name]);
+            Assert.NotNull(reference.Target);
+        }
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInRefSiblingApplicatorsIsRegistered()
+    {
+        // A $ref schema may carry applicator siblings (allOf/oneOf/anyOf/properties/items/...) whose
+        // subschemas declare $dynamicAnchor. The anchor walk must descend into a reference holder's
+        // own siblings (read from JsonSchemaReference) to register them.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Base:
+              type: object
+            Referencing:
+              $ref: '#/components/schemas/Base'
+              oneOf:
+                - $dynamicAnchor: refOne
+                  type: object
+              anyOf:
+                - $dynamicAnchor: refAny
+                  type: object
+              properties:
+                child:
+                  $dynamicAnchor: refChild
+                  type: object
+              patternProperties:
+                '^x':
+                  $dynamicAnchor: refPP
+                  type: object
+              items:
+                $dynamicAnchor: refItem
+                type: string
+              dependentSchemas:
+                dep:
+                  $dynamicAnchor: refDep
+                  type: object
+              $defs:
+                consumer:
+                  type: object
+                  properties:
+                    a:
+                      $dynamicRef: '#refOne'
+                    b:
+                      $dynamicRef: '#refAny'
+                    c:
+                      $dynamicRef: '#refChild'
+                    d:
+                      $dynamicRef: '#refItem'
+                    e:
+                      $dynamicRef: '#refPP'
+                    f:
+                      $dynamicRef: '#refDep'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+        var referencing = doc.Components.Schemas["Referencing"];
+        var consumer = referencing.Definitions["consumer"].Properties;
+
+        // Each $dynamicRef targets an anchor declared in a sibling applicator of the $ref schema.
+        foreach (var reference in consumer.Values.Select(v => Assert.IsType<OpenApiSchemaReference>(v)))
+        {
+            Assert.NotNull(reference.Target);
+        }
+    }
+
+    [Fact]
+    public async Task ExistingRefWithPathStillWorks()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: string
+            Bar:
+              $ref: '#/components/schemas/Foo'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var bar = doc.Components.Schemas["Bar"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(bar);
+        Assert.False(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(doc.Components.Schemas["Foo"], reference.Target);
+    }
+
+    [Fact]
+    public async Task AbsoluteDynamicRefResolvesToLocalAnchorWhenExternalNotLoaded()
+    {
+        // A URI-based $dynamicRef (https://example.com/external#node) targets an external resource.
+        // When the external document is not loaded in the workspace, resolution returns null
+        // rather than falling back to a local same-named anchor.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var tree = doc.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Null(reference.Target);
+    }
+
+    [Fact]
+    public async Task AbsoluteDynamicRefResolvesAcrossDocuments()
+    {
+        // Document A references an anchor in Document B via a URI-based $dynamicRef.
+        // Both documents are in the same workspace.
+        var yamlA =
+        """
+        openapi: 3.2.0
+        info:
+          title: Doc A
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var yamlB =
+        """
+        openapi: 3.2.0
+        info:
+          title: Doc B
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            ExternalNode:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+        """;
+
+        using var streamA = new MemoryStream(Encoding.UTF8.GetBytes(yamlA));
+        using var streamB = new MemoryStream(Encoding.UTF8.GetBytes(yamlB));
+        var resultA = await OpenApiDocument.LoadAsync(streamA, "yaml", SettingsFixture.ReaderSettings);
+        var resultB = await OpenApiDocument.LoadAsync(streamB, "yaml", SettingsFixture.ReaderSettings);
+
+        var docA = resultA.Document;
+        var docB = resultB.Document;
+
+        docA.BaseUri = new("https://example.com/main");
+        docB.BaseUri = new("https://example.com/external");
+
+        var workspace = docA.Workspace!;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var tree = docA.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.NotNull(reference.Target);
+        Assert.Same(docB.Components.Schemas["ExternalNode"], reference.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorResolvesPerDocumentInSharedWorkspace()
+    {
+        // Two documents in the same workspace each declare $dynamicAnchor: node (the conventional
+        // name for recursive tree schemas). Per JSON Schema 2020-12, dynamic scope is per-document,
+        // so each $dynamicRef must resolve to its own document's anchor, not return null as ambiguous.
+        var yaml = """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              $dynamicAnchor: node
+              type: object
+              properties:
+                next:
+                  $dynamicRef: '#node'
+        """;
+
+        var docA = await LoadDocumentAsync(yaml);
+        var docB = await LoadDocumentAsync(yaml);
+
+        var workspace = new OpenApiWorkspace();
+        docA.Workspace = workspace;
+        docB.Workspace = workspace;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var treeA = docA.Components.Schemas["Tree"];
+        var treeB = docB.Components.Schemas["Tree"];
+
+        var refA = Assert.IsType<OpenApiSchemaReference>(treeA.Properties["next"]);
+        Assert.NotNull(refA.Target);
+        Assert.Same(treeA, refA.Target);
+
+        var refB = Assert.IsType<OpenApiSchemaReference>(treeB.Properties["next"]);
+        Assert.NotNull(refB.Target);
+        Assert.Same(treeB, refB.Target);
+    }
+
+    [Fact]
+    public async Task DynamicAnchorInRefSiblingDefsIsRegistered()
+    {
+        // A $dynamicAnchor declared inside a $ref schema's $defs sibling must be registered, so a
+        // $dynamicRef elsewhere in the document resolves to it. (Main's model carries authored
+        // siblings on JsonSchemaReference, so the anchor walk must descend into them without
+        // following the $ref target.)
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Base:
+              type: object
+            Referencing:
+              $ref: '#/components/schemas/Base'
+              $defs:
+                node:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    next:
+                      $dynamicRef: '#node'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referencing = doc.Components.Schemas["Referencing"];
+        var nodeDef = referencing.Definitions["node"];
+        var next = nodeDef.Properties["next"];
+
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.NotNull(reference.Target);
+        Assert.Same(nodeDef, reference.Target);
+    }
+
+    [Fact]
+    public async Task CreateShallowCopyPreservesValidationSiblings()
+    {
+        // CreateShallowCopy routes through the JsonSchemaReference copy constructor. Validation
+        // keyword siblings carried on a $ref schema (type, minProperties, pattern, allOf, etc.)
+        // must survive the copy, not just the JSON-Schema metadata siblings.
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              type: object
+            Referencing:
+              $ref: '#/components/schemas/Target'
+              type: object
+              minProperties: 2
+              pattern: '^a'
+              allOf:
+                - type: object
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referencing = doc.Components.Schemas["Referencing"];
+        var copy = referencing.CreateShallowCopy();
+
+        Assert.IsType<OpenApiSchemaReference>(copy);
+        Assert.Equal(JsonSchemaType.Object, copy.Type);
+        Assert.Equal(2, copy.MinProperties);
+        Assert.Equal("^a", copy.Pattern);
+        Assert.NotNull(copy.AllOf);
+        Assert.Single(copy.AllOf);
+    }
+
+    [Fact]
+    public async Task InlineDynamicAnchorInResponseIsRegistered()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths:
+          /endpoint-a:
+            get:
+              responses:
+                '200':
+                  description: A
+                  content:
+                    application/json:
+                      schema:
+                        $defs:
+                          itemType:
+                            $dynamicAnchor: itemType
+                            $ref: '#/components/schemas/TypeA'
+                        $ref: '#/components/schemas/Paged'
+          /endpoint-b:
+            get:
+              responses:
+                '200':
+                  description: B
+                  content:
+                    application/json:
+                      schema:
+                        $defs:
+                          itemType:
+                            $dynamicAnchor: itemType
+                            $ref: '#/components/schemas/TypeB'
+                        $ref: '#/components/schemas/Paged'
+        components:
+          schemas:
+            Paged:
+              type: object
+              properties:
+                content:
+                  type: array
+                  items:
+                    $dynamicRef: '#itemType'
+            TypeA:
+              type: object
+              properties:
+                name:
+                  type: string
+            TypeB:
+              type: object
+              properties:
+                title:
+                  type: string
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var candidates = doc.Workspace.GetDynamicAnchorCandidates(doc, "itemType");
+        Assert.Equal(2, candidates.Count);
+
+        var paged = doc.Components.Schemas["Paged"];
+        var itemsSchema = paged.Properties["content"].Items;
+        var itemsRef = Assert.IsType<OpenApiSchemaReference>(itemsSchema);
+        Assert.True(itemsRef.Reference.IsDynamicRefOnly);
+        Assert.Null(itemsRef.Target);
+
+        var endpointASchema = doc.Paths["/endpoint-a"].Operations[HttpMethod.Get]
+            .Responses["200"].Content["application/json"].Schema;
+        var resolvedA = OpenApiWorkspace.ResolveDynamicAnchorInContext(endpointASchema, "itemType");
+        Assert.NotNull(resolvedA);
+        var resolvedARef = Assert.IsType<OpenApiSchemaReference>(resolvedA);
+        Assert.NotNull(resolvedARef.Target);
+        Assert.Same(doc.Components.Schemas["TypeA"], resolvedARef.Target);
+
+        var endpointBSchema = doc.Paths["/endpoint-b"].Operations[HttpMethod.Get]
+            .Responses["200"].Content["application/json"].Schema;
+        var resolvedB = OpenApiWorkspace.ResolveDynamicAnchorInContext(endpointBSchema, "itemType");
+        Assert.NotNull(resolvedB);
+        var resolvedBRef = Assert.IsType<OpenApiSchemaReference>(resolvedB);
+        Assert.NotNull(resolvedBRef.Target);
+        Assert.Same(doc.Components.Schemas["TypeB"], resolvedBRef.Target);
+    }
+
+    [Fact]
+    public async Task ResolveDynamicAnchorInContextReturnsNullForNoMatch()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Foo:
+              type: string
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+        var foo = doc.Components.Schemas["Foo"];
+
+        var result = OpenApiWorkspace.ResolveDynamicAnchorInContext(foo, "nonexistent");
+        Assert.Null(result);
+    }
+
+    [Fact]
+    public async Task ResolveDynamicAnchorInContextDoesNotReadFromTargetForReferenceHolders()
+    {
+        var yaml =
+        """
+        openapi: 3.2.0
+        info:
+          title: Test
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Target:
+              $defs:
+                node:
+                  $dynamicAnchor: node
+                  type: object
+                  properties:
+                    name:
+                      type: string
+            Referrer:
+              $ref: '#/components/schemas/Target'
+        """;
+
+        var doc = await LoadDocumentAsync(yaml);
+
+        var referrer = doc.Components.Schemas["Referrer"];
+        var refSchema = Assert.IsType<OpenApiSchemaReference>(referrer);
+
+        var result = OpenApiWorkspace.ResolveDynamicAnchorInContext(refSchema, "node");
+        Assert.Null(result);
+    }
+
+    [Fact]
+    public void DynamicRefResolvesInObjectModelBuiltDocument()
+    {
+        var doc = new OpenApiDocument();
+        var tree = new OpenApiSchema
+        {
+            DynamicAnchor = "node",
+            Type = JsonSchemaType.Object,
+            Properties = new Dictionary<string, IOpenApiSchema>
+            {
+                ["value"] = new OpenApiSchema { Type = JsonSchemaType.String },
+                ["next"] = new OpenApiSchemaReference("node", doc)
+                {
+                    Reference = { DynamicRef = "#node" }
+                }
+            }
+        };
+        doc.AddComponent("Tree", tree);
+        doc.Workspace = new OpenApiWorkspace();
+        doc.Workspace.RegisterComponents(doc);
+
+        var nextRef = Assert.IsType<OpenApiSchemaReference>(tree.Properties["next"]);
+        nextRef.Reference.SetJsonPointerPath("#node", "#/components/schemas/Tree/properties/next");
+        Assert.True(nextRef.Reference.IsDynamicRefOnly);
+        Assert.NotNull(nextRef.Target);
+        Assert.Same(tree, nextRef.Target);
+    }
+
+    [Fact]
+    public async Task ExternalDynamicRefResolvesToPlainAnchorInExternalDocument()
+    {
+        // Document B has only $anchor (no $dynamicAnchor). FindDocumentByBaseUri must search
+        // both registries so the $anchor fallback works for URI-based $dynamicRef.
+        var yamlA =
+        """
+        openapi: 3.2.0
+        info:
+          title: Doc A
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            Tree:
+              type: object
+              properties:
+                next:
+                  $dynamicRef: 'https://example.com/external#node'
+        """;
+
+        var yamlB =
+        """
+        openapi: 3.2.0
+        info:
+          title: Doc B
+          version: 1.0.0
+        paths: {}
+        components:
+          schemas:
+            ExternalNode:
+              $anchor: node
+              type: object
+              properties:
+                value:
+                  type: string
+        """;
+
+        using var streamA = new MemoryStream(Encoding.UTF8.GetBytes(yamlA));
+        using var streamB = new MemoryStream(Encoding.UTF8.GetBytes(yamlB));
+        var resultA = await OpenApiDocument.LoadAsync(streamA, "yaml", SettingsFixture.ReaderSettings);
+        var resultB = await OpenApiDocument.LoadAsync(streamB, "yaml", SettingsFixture.ReaderSettings);
+
+        var docA = resultA.Document;
+        var docB = resultB.Document;
+
+        docA.BaseUri = new("https://example.com/main");
+        docB.BaseUri = new("https://example.com/external");
+
+        var workspace = docA.Workspace!;
+        workspace.RegisterComponents(docA);
+        workspace.RegisterComponents(docB);
+
+        var tree = docA.Components.Schemas["Tree"];
+        var next = tree.Properties["next"];
+        var reference = Assert.IsType<OpenApiSchemaReference>(next);
+        Assert.True(reference.Reference.IsDynamicRefOnly);
+        Assert.Equal("https://example.com/external", reference.Reference.ExternalResource);
+        Assert.NotNull(reference.Target);
+        Assert.Same(docB.Components.Schemas["ExternalNode"], reference.Target);
+    }
+}
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiSchemaTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiSchemaTests.cs
index a56850cde..ff1619802 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiSchemaTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/OpenApiSchemaTests.cs
@@ -140,13 +140,15 @@ public void ParseSchemaWithTypeArrayWorks()
         [Theory]
         [InlineData(@"{ ""nullable"": true, ""type"": ""string"" }")]
         [InlineData(@"{ ""type"": ""string"", ""nullable"": true }")]
-        public void ParseSchemaWithNullableBeforeOrAfterTypePreservesNullFlag(string schemaJson)
+        public void ParseSchemaWithNullableBeforeOrAfterTypeDoesNotPreserveNullFlag(string schemaJson)
         {
+            // "nullable" is only for 3.0.
+
             // Act
             var schema = OpenApiModelFactory.Parse<OpenApiSchema>(schemaJson, OpenApiSpecVersion.OpenApi3_2, new(), out _, "json", SettingsFixture.ReaderSettings);
 
             // Assert
-            Assert.Equal(JsonSchemaType.String | JsonSchemaType.Null, schema.Type);
+            Assert.Equal(JsonSchemaType.String, schema.Type);
         }
 
         [Fact]
@@ -419,7 +421,7 @@ public void SerializeSchemaWithTypeArrayAndNullableDoesntEmitType()
 - ""int""
 nullable: true";
 
-            var expected = @"x-nullable: true";
+            var expected = @"{ }";
 
             var schema = OpenApiModelFactory.Parse<OpenApiSchema>(input, OpenApiSpecVersion.OpenApi3_2, new(), out _, "yaml", SettingsFixture.ReaderSettings);
 
@@ -433,8 +435,11 @@ public void SerializeSchemaWithTypeArrayAndNullableDoesntEmitType()
         [Theory]
         [InlineData("schemaWithNullable.yaml")]
         [InlineData("schemaWithNullableExtension.yaml")]
-        public async Task LoadSchemaWithNullableExtensionAsV32Works(string filePath)
+        public async Task LoadSchemaWithNullableExtensionAsV32ShouldNotWork(string filePath)
         {
+            // "nullable" is only for 3.0.
+            // and "x-nullable" is only for 2.0.
+
             // Arrange
             var path = Path.Combine(SampleFolderPath, filePath);
 
@@ -442,7 +447,7 @@ public async Task LoadSchemaWithNullableExtensionAsV32Works(string filePath)
             var schema = await OpenApiModelFactory.LoadAsync<OpenApiSchema>(path, OpenApiSpecVersion.OpenApi3_2, new(), SettingsFixture.ReaderSettings);
 
             // Assert
-            Assert.Equal(JsonSchemaType.String | JsonSchemaType.Null, schema.Type);
+            Assert.Equal(JsonSchemaType.String, schema.Type);
         }
 
         [Fact]
@@ -534,6 +539,55 @@ public async Task ParseSchemaWithConstWorks()
             Assert.Equal(expected.MakeLineBreaksEnvironmentNeutral(), schemaString.MakeLineBreaksEnvironmentNeutral());
         }
 
+        [Fact]
+        public async Task ParseSchemaWithConstNullWorks()
+        {
+            var expected = @"{
+  ""$schema"": ""https://json-schema.org/draft/2020-12/schema"",
+  ""required"": [
+    ""status""
+  ],
+  ""type"": ""object"",
+  ""properties"": {
+    ""status"": {
+      ""const"": null,
+      ""type"": ""string""
+    },
+    ""user"": {
+      ""required"": [
+        ""role""
+      ],
+      ""type"": ""object"",
+      ""properties"": {
+        ""role"": {
+          ""const"": null,
+          ""type"": ""string""
+        }
+      }
+    }
+  }
+}";
+
+            var path = Path.Combine(SampleFolderPath, "schemaWithConstNull.json");
+
+            // Act
+            var schema = await OpenApiModelFactory.LoadAsync<OpenApiSchema>(path, OpenApiSpecVersion.OpenApi3_2, new(), SettingsFixture.ReaderSettings);
+            
+            var statusSchema = Assert.IsType<OpenApiSchema>(schema.Properties["status"]);
+            Assert.Null(statusSchema.Const);
+            Assert.True(statusSchema.WasConstExplicitlySet);
+
+            var userRoleSchema = Assert.IsType<OpenApiSchema>(schema.Properties["user"].Properties["role"]);
+            Assert.Null(userRoleSchema.Const);
+            Assert.True(userRoleSchema.WasConstExplicitlySet);
+
+            // serialization
+            var writer = new StringWriter();
+            schema.SerializeAsV32(new OpenApiJsonWriter(writer));
+            var schemaString = writer.ToString();
+            Assert.Equal(expected.MakeLineBreaksEnvironmentNeutral(), schemaString.MakeLineBreaksEnvironmentNeutral());
+        }
+
         [Fact]
         public void ParseSchemaWithUnrecognizedKeywordsWorks()
         {
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/RelativeReferenceTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/RelativeReferenceTests.cs
index 2171f35aa..7b53c9688 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/RelativeReferenceTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/RelativeReferenceTests.cs
@@ -172,6 +172,123 @@ public async Task ParseExternalComponentSubschemaJsonSchemaReferenceWorks()
             Assert.Equal(JsonSchemaType.Object, schema.Type);
         }
 
+        [Fact]
+        public async Task ParseExternalInlineSubschemaUsingAnchorWorks()
+        {
+            var tempDirectory = Path.Join(Path.GetTempPath(), Guid.NewGuid().ToString("N"));
+            Directory.CreateDirectory(tempDirectory);
+
+            var rootPath = Path.Join(tempDirectory, "root.yaml");
+            var externalPath = Path.Join(tempDirectory, "OAS-schemas.yaml");
+
+            await File.WriteAllTextAsync(rootPath,
+            @"openapi: 3.2.0
+info:
+  title: T
+  version: 1.0.0
+paths:
+  /person/{id}:
+    get:
+      responses:
+        '200':
+          description: ok
+          content:
+            application/json:
+              schema:
+                $ref: 'OAS-schemas.yaml#address'
+");
+            await File.WriteAllTextAsync(externalPath,
+            @"
+openapi: 3.2.0
+info:
+  title: OpenAPI document containing reusable components
+  version: 1.0.0
+components:
+  schemas:
+    person:
+      type: object
+      properties:
+        address:
+          $anchor: address
+          type: object
+");
+
+            try
+            {
+                var settings = new OpenApiReaderSettings
+                {
+                    LoadExternalRefs = true,
+                    BaseUrl = new Uri(rootPath),
+                };
+                settings.AddYamlReader();
+
+                var result = await OpenApiDocument.LoadAsync(rootPath, settings);
+                var schema = result.Document.Paths["/person/{id}"].Operations[HttpMethod.Get].Responses["200"].Content["application/json"].Schema;
+
+                Assert.Equal(JsonSchemaType.Object, schema.Type);
+            }
+            finally
+            {
+                Directory.Delete(tempDirectory, true);
+            }
+        }
+
+        [Fact]
+        public async Task ExternalJsonSchemaFragmentReferenceDoesNotResolve()
+        {
+            var tempDirectory = Path.Join(Path.GetTempPath(), Guid.NewGuid().ToString("N"));
+            Directory.CreateDirectory(tempDirectory);
+
+            var rootPath = Path.Join(tempDirectory, "root.yaml");
+            var externalPath = Path.Join(tempDirectory, "OAS-schemas.yaml");
+
+            await File.WriteAllTextAsync(rootPath,
+            @"openapi: 3.2.0
+info:
+  title: T
+  version: 1.0.0
+paths:
+  /person/{id}:
+    get:
+      responses:
+        '200':
+          description: ok
+          content:
+            application/json:
+              schema:
+                $ref: 'OAS-schemas.yaml#/person/properties/address'
+");
+            await File.WriteAllTextAsync(externalPath,
+            @"
+person:
+  type: object
+  properties:
+    address:
+      type: object
+");
+
+            try
+            {
+                var settings = new OpenApiReaderSettings
+                {
+                    LoadExternalRefs = true,
+                    BaseUrl = new Uri(rootPath),
+                };
+                settings.AddYamlReader();
+
+                var result = await OpenApiDocument.LoadAsync(rootPath, settings);
+                var schema = result.Document.Paths["/person/{id}"].Operations[HttpMethod.Get].Responses["200"].Content["application/json"].Schema;
+                var schemaReference = Assert.IsType<OpenApiSchemaReference>(schema);
+
+                Assert.True(schemaReference.UnresolvedReference);
+                Assert.Null(schema.Type);
+            }
+            finally
+            {
+                Directory.Delete(tempDirectory, true);
+            }
+        }
+
         [Fact]
         public async Task ParseReferenceToInternalComponentUsingDollarIdWorks()
         {
@@ -186,6 +303,57 @@ public async Task ParseReferenceToInternalComponentUsingDollarIdWorks()
             Assert.Equal(JsonSchemaType.Object, schema.Type);
         }
 
+        [Fact]
+        public async Task ParseReferenceToInternalSubschemaUsingDollarIdWorks()
+        {
+            var tempDirectory = Path.Join(Path.GetTempPath(), Guid.NewGuid().ToString("N"));
+            Directory.CreateDirectory(tempDirectory);
+
+            var rootPath = Path.Join(tempDirectory, "root.yaml");
+
+            await File.WriteAllTextAsync(rootPath,
+            @"openapi: 3.2.0
+info:
+  title: T
+  version: 1.0.0
+paths:
+  /person/{id}/address:
+    get:
+      responses:
+        '200':
+          description: ok
+          content:
+            application/json:
+              schema:
+                $ref: 'https://schemas.acme.org/address'
+components:
+  schemas:
+    person:
+      $id: 'https://schemas.acme.org/person'
+      type: object
+      properties:
+        address:
+          $id: 'address'
+          type: object
+          properties:
+            street:
+              type: string
+");
+
+            try
+            {
+                var result = await OpenApiDocument.LoadAsync(rootPath, SettingsFixture.ReaderSettings);
+                var schema = result.Document.Paths["/person/{id}/address"].Operations[HttpMethod.Get].Responses["200"].Content["application/json"].Schema;
+
+                Assert.Equal(JsonSchemaType.Object, schema.Type);
+                Assert.Equal(JsonSchemaType.String, schema.Properties["street"].Type);
+            }
+            finally
+            {
+                Directory.Delete(tempDirectory, true);
+            }
+        }
+
         [Fact]
         public async Task ParseLocalReferenceToJsonSchemaResourceWorks()
         {
@@ -512,4 +680,3 @@ public void ExitsEarlyOnCyclicalReferences()
         }
     }
 }
-
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V32Tests/Samples/OpenApiSchema/schemaWithConstNull.json b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/Samples/OpenApiSchema/schemaWithConstNull.json
new file mode 100644
index 000000000..586d2f726
--- /dev/null
+++ b/test/Microsoft.OpenApi.Readers.Tests/V32Tests/Samples/OpenApiSchema/schemaWithConstNull.json
@@ -0,0 +1,22 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "type": "object",
+  "properties": {
+    "status": {
+      "type": "string",
+      "const": null
+    },
+    "user": {
+      "type": "object",
+      "properties": {
+        "role": {
+          "type": "string",
+          "const": null
+        }
+      },
+      "required": [ "role" ]
+    }
+  },
+  "required": [ "status" ]
+}
+
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiDocumentTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiDocumentTests.cs
index 2e278ca0e..53e3802ed 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiDocumentTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiDocumentTests.cs
@@ -153,6 +153,40 @@ public async Task ParseBrokenMinimalDocumentShouldYieldExpectedDiagnostic()
                 }, result.Diagnostic);
         }
 
+        [Fact]
+        public void ParseDocumentWithMalformedReferenceShouldYieldExpectedDiagnostic()
+        {
+            var result = OpenApiDocument.Parse(
+                """
+                openapi: 3.0.3
+                info:
+                  title: test
+                  version: 1.0.0
+                paths:
+                  /test:
+                    get:
+                      responses:
+                        '200':
+                          description: successful operation
+                          content:
+                            application/json:
+                              schema:
+                                $ref: '#components/schemas/Item'
+                components:
+                  schemas:
+                    Item:
+                      type: object
+                      properties:
+                        id:
+                          type: integer
+                """,
+                OpenApiConstants.Yaml,
+                SettingsFixture.ReaderSettings);
+
+            var error = Assert.Single(result.Diagnostic.Errors);
+            Assert.Equal("The reference string '#components/schemas/Item' has invalid format.", error.Message);
+        }
+
         [Fact]
         public async Task ParseMinimalDocumentShouldSucceed()
         {
diff --git a/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiSchemaTests.cs b/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiSchemaTests.cs
index 4e8b80286..cda5c4c72 100644
--- a/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiSchemaTests.cs
+++ b/test/Microsoft.OpenApi.Readers.Tests/V3Tests/OpenApiSchemaTests.cs
@@ -1,4 +1,4 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
+// Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT license. 
 
 using System.Collections.Generic;
@@ -532,8 +532,9 @@ public async Task SerializeSchemaWithNullableShouldSucceed()
         [Fact]
         public async Task SerializeSchemaWithOnlyNullableShouldSucceed()
         {
+            // NOTE: nullable property has no effect on the schema if type is not specified, so it is omitted in the serialized output.
             // Arrange
-            var expected = @"nullable: true";
+            var expected = @"{ }";
 
             var path = Path.Combine(SampleFolderPath, "schemaWithOnlyNullable.yaml");
 
diff --git a/test/Microsoft.OpenApi.Tests/Microsoft.OpenApi.Tests.csproj b/test/Microsoft.OpenApi.Tests/Microsoft.OpenApi.Tests.csproj
index 920bc1427..58bd19afc 100644
--- a/test/Microsoft.OpenApi.Tests/Microsoft.OpenApi.Tests.csproj
+++ b/test/Microsoft.OpenApi.Tests/Microsoft.OpenApi.Tests.csproj
@@ -11,7 +11,7 @@
     <PackageReference Include="coverlet.collector" Version="10.0.1" PrivateAssets="all" />
     <PackageReference Include="coverlet.msbuild" Version="10.0.1" PrivateAssets="all" />
     <PackageReference Include="FluentAssertions" Version="7.2.2" />
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.7.0" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.8.1" />
     <PackageReference Include="Moq" Version="4.20.72" />
     <PackageReference Include="Verify.Xunit" Version="31.12.5" />
     <PackageReference Include="xunit" Version="2.9.3" />
diff --git a/test/Microsoft.OpenApi.Tests/Mocks/OpenApiComponentsSerializationTests.cs b/test/Microsoft.OpenApi.Tests/Mocks/OpenApiComponentsSerializationTests.cs
index 144f28500..65b512b21 100644
--- a/test/Microsoft.OpenApi.Tests/Mocks/OpenApiComponentsSerializationTests.cs
+++ b/test/Microsoft.OpenApi.Tests/Mocks/OpenApiComponentsSerializationTests.cs
@@ -26,6 +26,8 @@ public OpenApiComponentsSerializationTests()
             _components.Responses["200"] = _responseMock.Object;
             _components.Parameters["limit"] = _parameterMock.Object;
             _components.Headers["x-rate-limit"] = _headerMock.Object;
+            _securitySchemeMock.Object.Type = SecuritySchemeType.Http;
+            _securitySchemeMock.Object.Scheme = "bearer";
             _components.SecuritySchemes["api_key"] = _securitySchemeMock.Object;
             _components.Links["UserRepositories"] = _linkMock.Object;
             _components.Callbacks["onData"] = _callbackMock.Object;
diff --git a/test/Microsoft.OpenApi.Tests/Models/OpenApiDiscriminatorTests.cs b/test/Microsoft.OpenApi.Tests/Models/OpenApiDiscriminatorTests.cs
new file mode 100644
index 000000000..495a0729e
--- /dev/null
+++ b/test/Microsoft.OpenApi.Tests/Models/OpenApiDiscriminatorTests.cs
@@ -0,0 +1,75 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT license.
+
+using System.Collections.Generic;
+using System.Text.Json.Nodes;
+using System.Threading.Tasks;
+using Xunit;
+
+namespace Microsoft.OpenApi.Tests.Models
+{
+    [Collection("DefaultSettings")]
+    public class OpenApiDiscriminatorTests
+    {
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2, "defaultMapping", "Pet", true)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2, "defaultMapping", "#/components/schemas/Pet", true)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2, "defaultMapping", "Pet", false)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1, "x-oas-default-mapping", "Pet", true)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1, "x-oas-default-mapping", "#/components/schemas/Pet", true)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1, "x-oas-default-mapping", "Pet", false)]
+        public async Task SerializeDefaultMappingAsReferenceString(OpenApiSpecVersion specVersion, string propertyName, string referenceId, bool useDocument)
+        {
+            // Arrange
+            var document = useDocument ? new OpenApiDocument() : null;
+            var discriminator = new OpenApiDiscriminator
+            {
+                PropertyName = "pet_type",
+                DefaultMapping = new OpenApiSchemaReference(referenceId, document)
+            };
+
+            // Act
+            var actual = JsonNode.Parse(await discriminator.SerializeAsJsonAsync(specVersion));
+
+            // Assert
+            Assert.NotNull(actual);
+            Assert.Equal("#/components/schemas/Pet", actual[propertyName]?.GetValue<string>());
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public async Task SerializeMappingValuesAsReferenceStrings(OpenApiSpecVersion specVersion)
+        {
+            // Arrange
+            var document = new OpenApiDocument();
+            var discriminator = new OpenApiDiscriminator
+            {
+                PropertyName = "pet_type",
+                Mapping = new Dictionary<string, OpenApiSchemaReference>
+                {
+                    ["simple"] = new OpenApiSchemaReference("Pet", document),
+                    ["explicit"] = new OpenApiSchemaReference("#/components/schemas/Pet", document),
+                    ["noDocument"] = new OpenApiSchemaReference("Pet")
+                }
+            };
+
+            // Act
+            var actual = JsonNode.Parse(await discriminator.SerializeAsJsonAsync(specVersion));
+
+            // Assert
+            Assert.NotNull(actual);
+            var mapping = Assert.IsAssignableFrom<JsonObject>(actual["mapping"]);
+            AssertMappingValue(mapping, "simple");
+            AssertMappingValue(mapping, "explicit");
+            AssertMappingValue(mapping, "noDocument");
+        }
+
+        private static void AssertMappingValue(JsonObject mapping, string key)
+        {
+            var value = Assert.IsAssignableFrom<JsonValue>(mapping[key]);
+            Assert.Equal("#/components/schemas/Pet", value.GetValue<string>());
+        }
+    }
+}
diff --git a/test/Microsoft.OpenApi.Tests/Models/OpenApiSchemaTests.cs b/test/Microsoft.OpenApi.Tests/Models/OpenApiSchemaTests.cs
index b3048db00..b4b188617 100644
--- a/test/Microsoft.OpenApi.Tests/Models/OpenApiSchemaTests.cs
+++ b/test/Microsoft.OpenApi.Tests/Models/OpenApiSchemaTests.cs
@@ -959,14 +959,17 @@ public async Task SerializeOneOfWithNullAsV3ShouldUseNullableAsync()
             var expectedV3Schema =
                 """
                 {
-                  "type": "string",
                   "oneOf": [
+                    {
+                      "enum": [
+                        null
+                      ]
+                    },
                     {
                       "maxLength": 10,
                       "type": "string"
                     }
-                  ],
-                  "nullable": true
+                  ]
                 }
                 """;
 
@@ -1001,14 +1004,18 @@ public async Task SerializeOneOfWithNullAndMultipleSchemasAsV3ShouldMarkItAsNull
                 """
                 {
                   "oneOf": [
+                    {
+                      "enum": [
+                        null
+                      ]
+                    },
                     {
                       "type": "string"
                     },
                     {
                       "type": "number"
                     }
-                  ],
-                  "nullable": true
+                  ]
                 }
                 """;
 
@@ -1048,8 +1055,12 @@ public async Task SerializeAnyOfWithNullAsV3ShouldUseNullableAsync()
             var expectedV3Schema =
                 """
                 {
-                  "type": "object",
                   "anyOf": [
+                    {
+                      "enum": [
+                        null
+                      ]
+                    },
                     {
                       "type": "object",
                       "properties": {
@@ -1058,8 +1069,7 @@ public async Task SerializeAnyOfWithNullAsV3ShouldUseNullableAsync()
                         }
                       }
                     }
-                  ],
-                  "nullable": true
+                  ]
                 }
                 """;
             // Assert
@@ -1093,6 +1103,11 @@ public async Task SerializeAnyOfWithNullAndMultipleSchemasAsV3ShouldApplyNullabl
                 """
                 {
                   "anyOf": [
+                    {
+                      "enum": [
+                        null
+                      ]
+                    },
                     {
                       "minLength": 1,
                       "type": "string"
@@ -1100,8 +1115,7 @@ public async Task SerializeAnyOfWithNullAndMultipleSchemasAsV3ShouldApplyNullabl
                     {
                       "type": "integer"
                     }
-                  ],
-                  "nullable": true
+                  ]
                 }
                 """;
 
@@ -1133,7 +1147,13 @@ public async Task SerializeOneOfWithOnlyNullAsV3ShouldJustBeNullableAsync()
             var expectedV3Schema =
                 """
                 {
-                  "nullable": true
+                  "oneOf": [
+                    {
+                      "enum": [
+                        null
+                      ]
+                    }
+                  ]
                 }
                 """;
 
@@ -1230,13 +1250,16 @@ public async Task SerializeOneOfWithNullAndRefAsV3ShouldUseNullableAsync()
             var expectedV3Schema =
                 """
                 {
-                  "type": "object",
                   "oneOf": [
+                    {
+                      "enum": [
+                        null
+                      ]
+                    },
                     {
                       "$ref": "#/components/schemas/Pet"
                     }
-                  ],
-                  "nullable": true
+                  ]
                 }
                 """;
 
@@ -1870,17 +1893,19 @@ public async Task SerializeNullableEnumWith3_0()
             var result = await schema.SerializeAsJsonAsync(OpenApiSpecVersion.OpenApi3_0);
             var expected = """
                 {
-                  "type": "string",
                   "oneOf": [
                     {
                       "enum": [
-                        "A",
-                        "B",
                         null
                       ]
+                    },
+                    {
+                      "enum": [
+                        "A",
+                        "B"
+                      ]
                     }
-                  ],
-                  "nullable": true
+                  ]
                 }
                 """;
 
@@ -1912,6 +1937,37 @@ public async Task SerializeNullableEnumWith3_1_And_Later(OpenApiSpecVersion vers
             Assert.True(JsonNode.DeepEquals(JsonNode.Parse(expected), JsonNode.Parse(result)));
         }
 
+        [Fact]
+        public async Task SerializeNullableTypeWith3_0()
+        {
+            var schema = CreateTypeNullSchema();
+            var result = await schema.SerializeAsJsonAsync(OpenApiSpecVersion.OpenApi3_0);
+            var expected = """
+                {
+                  "enum": [
+                    null
+                  ]
+                }
+                """;
+
+            Assert.True(JsonNode.DeepEquals(JsonNode.Parse(expected), JsonNode.Parse(result)));
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public async Task SerializeNullableTypeWith3_1_And_Later(OpenApiSpecVersion version)
+        {
+            var schema = CreateTypeNullSchema();
+            var result = await schema.SerializeAsJsonAsync(version);
+            var expected = """
+                {
+                  "type": "null"
+                }
+                """;
+            Assert.True(JsonNode.DeepEquals(JsonNode.Parse(expected), JsonNode.Parse(result)));
+        }
+
         private OpenApiSchema CreateNullableEnumSchema()
         {
             var schema = new OpenApiSchema();
@@ -1928,6 +1984,13 @@ private OpenApiSchema CreateNullableEnumSchema()
             return schema;
         }
 
+        private OpenApiSchema CreateTypeNullSchema()
+        {
+            var schema = new OpenApiSchema();
+            schema.Type = JsonSchemaType.Null;
+            return schema;
+        }
+
         internal class SchemaVisitor : OpenApiVisitorBase
         {
             public List<string> Titles = new();
diff --git a/test/Microsoft.OpenApi.Tests/Models/OpenApiSecuritySchemeTests.cs b/test/Microsoft.OpenApi.Tests/Models/OpenApiSecuritySchemeTests.cs
index b826c89b3..335d2d9b2 100644
--- a/test/Microsoft.OpenApi.Tests/Models/OpenApiSecuritySchemeTests.cs
+++ b/test/Microsoft.OpenApi.Tests/Models/OpenApiSecuritySchemeTests.cs
@@ -187,6 +187,155 @@ public async Task SerializeApiKeySecuritySchemeAsV3YamlWorks()
             Assert.Equal(expected, actual);
         }
 
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi2_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public Task SerializeSecuritySchemeWithoutTypeThrows(OpenApiSpecVersion version)
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme();
+
+            // Act & Assert
+            return AssertRequiredPropertyThrowsAsync(
+                securityScheme,
+                version,
+                "The 'type' property is required for security schemes.");
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi2_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public Task SerializeApiKeySecuritySchemeWithoutNameThrows(OpenApiSpecVersion version)
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Type = SecuritySchemeType.ApiKey,
+                In = ParameterLocation.Query
+            };
+
+            // Act & Assert
+            return AssertRequiredPropertyThrowsAsync(
+                securityScheme,
+                version,
+                "The 'name' property is required for apiKey security schemes.");
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi2_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public Task SerializeApiKeySecuritySchemeWithoutInThrows(OpenApiSpecVersion version)
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Name = "parameterName",
+                Type = SecuritySchemeType.ApiKey
+            };
+
+            // Act & Assert
+            return AssertRequiredPropertyThrowsAsync(
+                securityScheme,
+                version,
+                "The 'in' property is required for apiKey security schemes.");
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public Task SerializeHttpSecuritySchemeWithoutSchemeThrows(OpenApiSpecVersion version)
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Type = SecuritySchemeType.Http
+            };
+
+            // Act & Assert
+            return AssertRequiredPropertyThrowsAsync(
+                securityScheme,
+                version,
+                "The 'scheme' property is required for http security schemes.");
+        }
+
+        [Fact]
+        public async Task SerializeHttpSecuritySchemeWithoutSchemeAsV2DoesNotThrow()
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Type = SecuritySchemeType.Http
+            };
+
+            // Act
+            var actual = await securityScheme.SerializeAsJsonAsync(OpenApiSpecVersion.OpenApi2_0);
+
+            // Assert
+            Assert.True(JsonNode.DeepEquals(JsonNode.Parse("{}"), JsonNode.Parse(actual)));
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi2_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public Task SerializeOAuth2SecuritySchemeWithoutFlowsThrows(OpenApiSpecVersion version)
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Type = SecuritySchemeType.OAuth2
+            };
+
+            // Act & Assert
+            return AssertRequiredPropertyThrowsAsync(
+                securityScheme,
+                version,
+                "The 'flows' property is required for oauth2 security schemes.");
+        }
+
+        [Theory]
+        [InlineData(OpenApiSpecVersion.OpenApi3_0)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_1)]
+        [InlineData(OpenApiSpecVersion.OpenApi3_2)]
+        public Task SerializeOpenIdConnectSecuritySchemeWithoutOpenIdConnectUrlThrows(OpenApiSpecVersion version)
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Type = SecuritySchemeType.OpenIdConnect
+            };
+
+            // Act & Assert
+            return AssertRequiredPropertyThrowsAsync(
+                securityScheme,
+                version,
+                "The 'openIdConnectUrl' property is required for openIdConnect security schemes.");
+        }
+
+        [Fact]
+        public async Task SerializeOpenIdConnectSecuritySchemeWithoutOpenIdConnectUrlAsV2DoesNotThrow()
+        {
+            // Arrange
+            var securityScheme = new OpenApiSecurityScheme
+            {
+                Type = SecuritySchemeType.OpenIdConnect
+            };
+
+            // Act
+            var actual = await securityScheme.SerializeAsJsonAsync(OpenApiSpecVersion.OpenApi2_0);
+
+            // Assert
+            Assert.True(JsonNode.DeepEquals(JsonNode.Parse("{}"), JsonNode.Parse(actual)));
+        }
+
         [Fact]
         public async Task SerializeHttpBasicSecuritySchemeAsV3JsonWorks()
         {
@@ -498,5 +647,11 @@ public async Task SerializeDeprecatedSecuritySchemeAsV3JsonWorks()
             // Assert
             Assert.True(JsonNode.DeepEquals(JsonNode.Parse(expected), JsonNode.Parse(actual)));
         }
+
+        private static async Task AssertRequiredPropertyThrowsAsync(OpenApiSecurityScheme securityScheme, OpenApiSpecVersion version, string message)
+        {
+            var exception = await Assert.ThrowsAsync<OpenApiException>(() => securityScheme.SerializeAsJsonAsync(version));
+            Assert.Contains(message, exception.Message);
+        }
     }
 }
diff --git a/test/Microsoft.OpenApi.Tests/Workspaces/OpenApiWorkspaceTests.cs b/test/Microsoft.OpenApi.Tests/Workspaces/OpenApiWorkspaceTests.cs
index f54e1e675..8bb018e9f 100644
--- a/test/Microsoft.OpenApi.Tests/Workspaces/OpenApiWorkspaceTests.cs
+++ b/test/Microsoft.OpenApi.Tests/Workspaces/OpenApiWorkspaceTests.cs
@@ -120,6 +120,38 @@ public void OpenApiWorkspacesCanResolveReferencesToDocumentFragmentsWithJsonPoin
             Assert.Same(responseFragment.Headers["header1"], resolvedElement.Headers["header1"]);
         }
 
+        [Fact]
+        public void OpenApiWorkspacesCanResolveSchemaAnchorAgainstSchemaId()
+        {
+            // Arrange
+            var workspace = new OpenApiWorkspace();
+            var schema = new OpenApiSchema
+            {
+                Id = "https://example.com/schema",
+                Anchor = "address",
+                Type = JsonSchemaType.Object
+            };
+            var document = new OpenApiDocument
+            {
+                BaseUri = new Uri("https://example.com/openapi.yaml"),
+                Components = new OpenApiComponents
+                {
+                    Schemas = new Dictionary<string, IOpenApiSchema>
+                    {
+                        ["person"] = schema
+                    }
+                }
+            };
+
+            workspace.RegisterComponents(document);
+
+            // Act
+            var resolvedSchema = workspace.ResolveReference<OpenApiSchema>("https://example.com/schema#address");
+
+            // Assert
+            Assert.Same(schema, resolvedSchema);
+        }
+
         // Test artifacts
         private static OpenApiDocument CreateCommonDocument()
         {