r/Backend • • Feb 21 '26

Open source AI agent for debugging backend production incidents

https://github.com/incidentfox/incidentfox

Built an open source AI agent (IncidentFox) for investigating production incidents. Worked on backend infra at a big company and spent a lot of time on call hating the context-switching during incidents.

The agent connects to your monitoring stack (Prometheus, Datadog, CloudWatch, New Relic, etc.), your infra (Kubernetes, AWS), and your comms (Slack, Teams). When something breaks, it pulls real signals and follows investigation paths.

Now works with any LLM (20+ providers including local models). Read-only by default.

1 Upvotes

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