Every AI Agent Failure I've Debugged in 2026 was an Idempotency Problem

Five real production incidents, the 25-year-old constraint that explains them all, and the three-layer architectural fix every agent team should have shipped last quarter. The failure pattern looks different every time, and it is the same pattern every time. A customer gets the same onboarding email