HunkGuard
HunkGuard is a GitHub CI check that catches what AI coding agents specifically get wrong in a pull request: hallucinated package imports, unrequested scope creep beyond the linked ticket, and quality-regression patterns like broad exception swallowing, before a human reviewer has to find them.
The problem
Small and mid-size engineering teams can't keep up reviewing the surge of AI-agent-authored pull requests, and existing AI review tools produce generic bug and style noise instead of flagging AI-specific failure signatures like hallucinated dependencies and silent scope creep.
The wedge
A CI check that fingerprints AI-agent-specific failure signatures (hallucinated package imports verified against npm/PyPI, diff hunks unmapped to the linked ticket, error-masking and duplication patterns) as one scored report, instead of general-purpose bug and style review.
We haven't built this one yet
The full deep dive, build video, and MVP kickoff prompt land when HunkGuard gets built in public.