Anomstack – Painless open source anomaly detection for your metrics

Hey, I'm trying to get this project off the ground and looking for feedback, users, and maybe even some contributors.

Idea is simple way to just get decent anomaly detection on metrics. Dagster does the orchestration on top of whatever database you use. You just define batches of metrics in SQL and Anomstack will then ingest, train, score and alert on your metrics for anomaly detection.

Bit more work to do but just wanted to put it out there.

Basically I've built versions of this in almost all my last jobs and it's silly and kills me each time. Main use case in my head is like for daily, hourly, business metrics etc. But it can be any metrics really, just not anything too near real-time. Also not sure about how well it would scale but I figure for a lot of use cases being able to just stand up a decent anomaly detection system on your metrics could actually be very useful.

Anyway would love to hear any feedback, ideas, or suggestions.