[giis]

https://neverbreak.ai that fixes failing CI and opens a PR with _proof_. Most "AI CI fix" tools read the error log and guess a patch. We actually reproduce the failure, fix it then re-run the test in a fresh environment to confirm it passes before opening the PR. Each PR includes a short GIF of the fix working. If the test doesn't actually pass, no PR gets opened. Works with C, Python, Go, Node.js, Java on GitHub Actions and GitLab CI. Currently working with few beta users.

[kami23]

Hah! I made this at work, when I started getting Claude to record the replication and demonstration of the fix as gifs on PRs people finally started asking me about the cool things I was doing.

The reproduction has been one of the things I've been struggling with in regards to consistency of bringing up the right envs. At the moment I've been approaching it as a MCP server that holds a few tools to bring up specific versions or branches of my stack to then find where a bug was introduced, build that commit prove that it wasnt in the previous one, and then fix it and run the full stack again with the fix component, then run through our local integration tests.

This is the stuff that makes me feel like I'm on steroids now, my whole dev debug process can be run with a few instructions, game changing.

[giis]

Yes, GIF in PR is really nice in my view too :) Our reproduction runs in a sandboxed per-repo environment that we re-verify the fix in before opening the PR. Would love to have your thoughts on beta and to see how it goes on real world apps. I'm reachable on support AT neverbreak.ai