I build evidence-heavy fixes for open-source systems: correctness bugs, verifier performance, type safety, and security boundaries.
Current focus:
- Numerical kernels and verification performance
- Local-first agent runtimes and tool safety
- Healthcare transparency tooling
- Small pull requests with reproducible tests
Recent contribution themes:
- Reduced proof verification allocations in Rust verification code
- Tightened TypeScript type-level validation around invalid query shapes
- Fixed documentation and integration mismatches that break developer setup paths
- Investigated numerical edge cases with explicit reproduction notes and validation data
How I try to contribute:
- Keep changes narrowly scoped
- Include the exact validation command or evidence used
- Prefer maintainers' existing patterns over new abstractions
- Respond to review with concrete diffs, not noise
