Building for an agent-first world.
With a decade of hands-on engineering—from global enterprises to AI infrastructure—I now focus on AI agents and the systems behind them.
Curious by default. Grounded in engineering. Interested in what's next—and what it takes to make it work.
- AI Agents: Making intelligent systems useful in practice.
- Developer Infrastructure: Better foundations for building with AI.
- Open Source: Contributing to the tools behind the ecosystem.
I'm also interested in fintech—and the underlying infrastructure that moves value.
| Project | Technical contribution & impact |
|---|---|
| Google MCP Security #287 | Enabled end-to-end SecOps workflows by exposing alert IDs for detail/update calls and verdicts for first-pass triage without changing the response shape |
| NVIDIA SkillEvaluator #109 | Expanded dead-link coverage to CommonMark reference links, HTML anchors, and images while suppressing code/comment false positives and containing per-link failures |
| Microsoft Agent Lightning #573 | Prevented request loss when providers omit prompt token IDs or return malformed values, while preserving last-wins deduplication for valid retries and VERL image alignment |
| NVIDIA SkillEvaluator #84 | Eliminated false agent-runtime failures caused by verifier and health-check exceptions matching ordinary transcript text, improving Tier 3 diagnostic accuracy |
| NVIDIA SkillEvaluator #106 | Made required Gitleaks checks deterministic and fail-closed on shallow or invalid history while retaining repository-wide scheduled audits |
| Burn #5494 | Ensured extensionless Burnpack paths survive direct and atomic saves, overwrite protection, exact loads, and store round trips without silently switching to sibling .bpk files |
| Technocore #135 | Closed a side-effect vulnerability where HEAD could append messages, write notes, or spend signed nonces, while preserving HEAD on read-only routes |
| Project | Technical contribution & impact |
|---|---|
| NVIDIA SkillEvaluator #129 | Turns parser, encoding, recursion, and I/O failures into concise path-specific CLI errors, preventing raw exceptions or silent fallback from obscuring invalid policy input |
| NVIDIA SkillSpector #467 | Makes recursive JSON safe for shell pipelines: stdout stays parseable while progress and advisories move to stderr, including partial child-scan failures |
| NVIDIA SkillSpector #463 | Restores CLI provider configurability by honoring SKILLSPECTOR_MODEL_REGISTRY for Claude, Codex, and Gemini while preserving safe fallbacks |
| NVIDIA SkillEvaluator #107 | Closes a dependency-policy blind spot where PEP 508 marker operators could hide unpinned packages, without changing direct-reference behavior |
| OpenAI Agents SDK #4739 | Ensures numeric and string constraints on *args and **kwargs are enforced in JSON schemas and at runtime, rejecting invalid tool inputs before invocation |
| Claude Agent SDK #1237 | Prevents silent partial session migrations by surfacing subagent I/O failures and blocking symlink cycles, aliases, and external traversal while retaining relocated roots |
| Claude Agent SDK #1238 | Guarantees one logical subagent ID per listing across duplicate disk paths, aligning filesystem/store behavior while preserving discovery order |
| NVIDIA NeMo Evaluator #1153 | Prevents incorrect cache hits between requests that differ by response format, tools, streaming mode, path, or other output-affecting fields without requiring a schema migration |
| Stripe AI #509 | Stops abandoned streams from being drained by background metering tasks, closing upstream requests promptly while preserving provider stream APIs and lazy consumption |
Status checked on September 1, 2026. Browse all of my pull requests.
Python, Go, Rust, and TypeScript are the tools I reach for most. The interesting part is making the pieces work together.