Diagnosis is measured, not asserted
Against ten seeded chaos scenarios on a real cluster, the agent named the correct root cause in 8 of 10. The bar was stated in v0.1.0 and the denominator is published with the number.
How that was measured
It receives Alertmanager webhooks, investigates with PromQL, LogQL and the Kubernetes API, writes a diagnosis citing the evidence it used — and acts only inside limits you set.