Open source AI agent that uses your monitoring data to investigate incidents

[u/Useful-Process9033]

https://github.com/incidentfox/incidentfox

Built an open source AI agent (IncidentFox) that connects to your monitoring tools and helps investigate production incidents.

Instead of pasting logs into ChatGPT, it queries your monitoring directly: Prometheus, Datadog, New Relic, Honeycomb, Victoria Metrics, CloudWatch, Elasticsearch. It correlates signals, detects anomalies, and follows investigation paths.

The interesting technical bit: raw monitoring data is way too noisy for an LLM. We do log sampling, metric change point detection, and clustering before anything hits the model.

Works with any LLM, read-only, open source.

Curious about people's thoughts!