September 28, 2026 ·15 min read ·Agent Engineering Make Metacognition a First-Class SLA for Agentic AI Treat model metacognition as an SLA: calibrate uncertainty, attest introspection, and drive orchestration, billing, and audits for agentic AI. Read essay