Open-source tooling contribution (unmerged) — AI-assisted personal project
Contributor on PR #2275 to limitlessprojects/Go-Hybrid: “triage: cache unchanged PR scans and degrade cleanly on quota exhaustion.” Work included complete-only cache reuse, stale-classification invalidation, quota-exhaustion handling, and 26 offline regression/integration checks (per the PR’s published description, read live Nov 2, 2026).
- PR: https://www.twine.net/signin — OPEN, unmerged (verified live Nov 2, 2026)
- Reviewed commit:
d5ddc695e7ae2c7abd5e5ca8382cb09de045c004 - Personal AI-assisted project work — not paid employment, not client delivery, not merged OSS history.