Open-source AI bug-fixing agent
Your CI failures, fixed by AI. Open source.
Superlog Responder watches your GitHub Actions, reads the failure logs, and opens a fix PR before you finish your coffee.
Why CI Failure Repair Matters Right Now
Every developer knows the drill: you push a commit, and minutes later a red X appears on your pull request. A failing test suite blocks your team, interrupts your flow, and often takes longer to diagnose than the original feature took to write. On Product Hunt, a free, open-source AI bug-fixing agent just gathered 294 upvotes and 41 comments in a single day — a clear signal that developers are tired of manually digging through logs. GitHub Copilot offers suggestions, but it doesn't autonomously fix a broken build. Snyk only patches security vulnerabilities. Buildkite's built-in repair locks you into their ecosystem.
Existing solutions are either too broad (general coding agents) or too narrow (security-only scanners). None of them own the specific, painful moment when CI fails and you need a working fix — not just a hint. That's the gap Superlog Responder fills: a dedicated, open-source agent that reads the failure log, understands the codebase, and opens a pull request with a tested fix.
Now is the perfect time. The PH discussion shows a spike in demand for autonomous bug fixing, and the open-source community is actively seeking self-hostable alternatives. With GitHub Actions as the default CI for millions of repositories, the distribution channel is already in place. The trend is clear: developers want AI that finishes the job, not just suggests the next line.
How It Works
Connect your repo
Add the Superlog Responder GitHub Action to your workflow file. It automatically listens for failed CI runs — no new infrastructure, no learning curve. Just a few lines of YAML.
AI reads the failure
Our agent pulls the full CI log, identifies the failing test, and traces the relevant source code. Using Claude's long-context understanding, it pinpoints the root cause — not just the symptom.
Review & merge
You receive a pull request with a complete diff and a plain-English explanation. Confidence score included. You review, run tests, and merge. No autonomous merging, ever — you stay in control.
What You Get
Zero-config setup
Add one GitHub Action to your workflow and you're done. No new infrastructure, no learning curve, no external dashboards. It just works with your existing CI pipeline, respecting your current test commands and environment.
Fix PR, not just suggestions
Get a complete pull request with the code diff, a description of what went wrong, and why the fix works. No more copying snippets from chat — a ready-to-review patch that your team can merge with confidence.
Open source, self-hostable
Your code never leaves your infrastructure if you don't want it to. Run the CLI locally or on your own CI runner. Full transparency, no vendor lock-in. The community can audit, extend, and improve the agent.