I've been experimenting with using Claude via GitHub Actions for automated code review, CI fixes, and conflict resolution — not just as a coding assistant but as part of the actual pipeline. Hutch is the project I used to develop and refine this workflow.

The whole thing is open source. The AI workflow lives in .github/workflows/.

I also read a lot (350k karma on Reddit, 14.5k here) and plan to release the reading automation system as a proper app next week — but wanted to share the engineering approach first.

Happy to go deep on the GitHub Actions + Claude integration.