I built an AI agent for production incidents. The interesting part is when it refuses to act.

I wrote this for the All Things Agentic Hackathon.

Every incident-response demo you have seen ends the same way: something breaks, the agent fixes it, everyone applauds.

I want to show you the opposite. Here is my agent, at 95% confidence, having correctly diagnosed a bad deployment, deciding not to roll it back.

That refusal is the whole project.

The question underneath