## Summary ## Test plan - [ ] ## Checklist - [ ] All commits are signed off (`git commit -s`) per [CONTRIBUTING.md](../video_ingestion_agent/CONTRIBUTING.md#signing-your-work) ([Developer Certificate of Origin](https://developercertificate.org/)). - [ ] `pre-commit run --all-files` passes locally. - [ ] Tests added or updated, and `pytest` passes locally. - [ ] Docs updated (`docs/pages/...`) if the change is architectural or user-facing.