I build small, verifiable systems around AI agents.
My work focuses on grounded retrieval, tool integration, backend reliability, and developer workflows. I prefer explicit evidence over broad claims: implementation, local verification, upstream acceptance, and real production use are different milestones.
- Reliable agent workflows — tool boundaries, human review, failure handling, and observable execution.
- Grounded retrieval systems — evidence-carrying answers, access-aware retrieval, and explicit evaluation boundaries.
- Developer tooling — focused changes with regression coverage and reviewable behavior.
| Project | Contribution |
|---|---|
| ECC | Fixed project-scoped Claude hooks in ESM projects by adding managed CommonJS boundaries while preserving user-owned package manifests, with install, reinstall, and uninstall regression coverage. Merged PR #3184 |
| pnpm | Fixed configured .js pnpmfile loading so the module format follows the nearest package.json, with CommonJS and ES module regression coverage. Merged PR #15152 |
| OpenMAIC | Added request-ID correlation and server-side 5xx logging for persistence routes. Merged PR #1601 |
| Archify | Fixed resolved quality-profile reporting in exported SVG metadata. Merged PR #437 |
A dependency-free Agent Skill that helps coding agents inspect existing implementations, tests, and prior decisions before choosing what to Take, Borrow, or Build. The repository includes dated evaluation records, diffs, test replays, compatibility notes, and documented failures rather than a success-rate claim.
Codex-native orchestration for multi-project development, scoped context, and traceable handoffs. Prototype.
- Evidence before claims.
- Reuse before building.
- Small changes with explicit verification.
- Human review at consequential boundaries.
- A passing demo is not production evidence.