# I'm creating opensource AWS DevOps Agent for SRE on-call engineers LLM root-cause hypothesis).

> Source: <https://dev.to/maxuver/im-creating-opensource-aws-devops-agent-for-sre-on-call-engineers-llm-root-cause-hypothesis-2gk9>
> Published: 2026-09-14 16:22:22+00:00

Day 1/100. 

For the past two months, I’ve been building an open-source tool for on-call engineers in my spare time. When a Kubernetes alert fires, it automatically gathers context and sends a hypothesis about the "why" to Telegram, complete with evidence and a way to verify if the hypothesis is incorrect. By design, it doesn't touch anything in the cluster. Yesterday, I ran it on a real EKS cluster for the first time; the cost was 13 cents. I measured accuracy honestly: the local model got 5 out of 7 right on tricky scenarios, while the cloud model got 6 out of 6.

**I’m asking for one of two things:** if you use Kubernetes and handle on-call duties, I’d love a 25-minute chat about your most recent overnight incident. Alternatively, you could install and break it, it’s a single `helm install` command (link in the comments).

⭐ I’m not asking for star on GitHub, I’m asking for **your any opinion**.