The Ops Tax on AI Agents: How to Ship Autonomous Systems Without Wrecking Your Infrastructure

80-88% of AI agents fail in production. Here’s the operational discipline — blast radius, budget governance, observability, and circuit breakers — that separates teams who ship durably from those who don’t.