Open source

Open-source contributions

Merged code and public issue analysis in projects I use and study.

Merged upstream contribution

OpenClaw

Fixed Linux gateway restart failures caused by inherited cross-user D-Bus state, added regression coverage, and validated 36 focused tests.

View merged PR #111534 ↗
Governance analysis

Google CAGE

Reported that human review and insufficient-context deferral could be represented by the same external state, making the two outcomes difficult to distinguish.

View issue #53 ↗