Quoting Geoffrey Huntley

Geoffrey Huntley described a technique for enforcing coding-agent behavior by writing a pre-commit hook that checks the git diff for direct calls to observability modules that bypass his diagnostics module, failing the commit and injecting a prompt telling the agent to use the diagnostics library. Huntley said the approach took the agent from a persistent drift problem to "ten out of ten," arguing that introspecting and updating AGENTS.md still leaves a delta that drifts over time.