MUTAGENT

PHASE 4 · DIAGNOSE

Failures cluster into root causes — and become new evals.

Live, the agent is watched. Failing traces are grouped by root cause, each cause becomes a finding, and each finding is fed back as a new eval — so the system keeps growing itself.

live production traces

root causes

findings → new evals

EVAL SYSTEM grows every cycle