Systems thinker. Protocol builder. Founder @ Serendepify AI.
I write software that lives at the intersection of distributed systems, autonomous agents, and developer infrastructure. I care deeply about ergonomics — the kind you feel when a tool just fits. Most of what I build starts as something I needed and couldn't find.
Deployment agent that rehearses, ships, and observes — without touching your code. Writes only deployment-surface files (Dockerfile, manifests, CI config), runs a real env-scrubbed rehearsal before anything merges, and promotes through canary steps only when signals stay healthy. When rehearsal breaches, an Opus 4.7 agent loop investigates with four scoped tools, forms a hypothesis, and emits a structured diagnosis with a specific fix — never patching code it doesn't own. Built for the Claude Code hackathon.
Repo-aware deployment planning tool. Connects to GitHub read-only, scans for deployment signals across 12 signal types, scores 11 hosting platforms against what it actually finds, and produces a saved plan with comparison view and evidence trail. Chat interface for blockers and tradeoffs. No code writes. No deploy execution.
Agent Flow Studio (private)
Operating system for an agent-run venture studio. A full agent chain — CEO, Chief of Staff, Client Partner, Product Strategist, Architect, Builder, Reviewer, QA, Delivery Operator — each scoped to their lane. Built on Paperclip + Linear + Symphony for unattended execution across many repos without a human managing every handoff.
CLI ecosystem bootstrapper for AI-assisted backend delivery. Detects your agent environment (Claude Code, Cursor, Codex, Gemini CLI), installs the business-to-data-platform skill and sibling skills, wires the Datafy MCP server, and verifies everything is connected. Feed it a product spec through your agent — get schema design, migrations, repo scaffolding, integration tests, and infra stubs.
| Project | What it does |
|---|---|
| OpsMesh | Agent-native ops platform on OpenClaw. First product: Gig Radar — polls sources, scores via OpenClaw, fires Telegram alerts. |
| MPP Studio | Developer console for the Machine Payments Protocol — register APIs, run sandbox 402 flows, graduate to live payment rails. |
| Datafy | Zero-dependency, token-efficient MCP server for Postgres, MySQL, SQL Server, SQLite. Raw SQL to agents without ballooning context. |
| Biblioteck | Writing on MLOps, Docker sandboxing, and running models locally. |
- Agent coordination primitives that aren't just HTTP calls with extra steps
- Memory architectures for long-running autonomous systems
- The unsolved problem of making multi-agent debugging not feel like reading tea leaves
- What "production-ready AI" actually means when your system can take actions
"The best abstraction is the one you don't notice."