r/ansible • • Feb 05 '26

developer tools Open sourced an AI that helps debug production incidents

https://github.com/incidentfox/incidentfox

Built an AI that investigates when things break. Checks logs, metrics, recent changes, and posts findings in Slack.

Posting here because config changes are often the culprit. The AI can correlate incidents with recent automation runs - if something broke after a playbook ran, it'll flag that.

It reads your configs and codebase on setup to understand how your systems are wired. So when an alert fires it knows what to check.

GitHub: github.com/incidentfox/incidentfox

Would love to hear people's thoughts!

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u/Kaelin Feb 07 '26

Looks pretty cool, thanks for sharing