Promptetheus - Recursive Self Improving Tracing Stack for AI Agents

Promptetheus is an incident response for production AI agents. Promptetheus tells teams when an agent appears to succeed but silently violates the user’s goal, the failure mode dashboards and logs miss entirely. We records the run, streams structured events into an incident console in real time, detects likely failures, replays the exact bad step, explains the root cause, packages the fix context, dispatches an autonomous fix, and runs regression checks to prove the agent actually improved.