Chapter 20 · Part 3: Planning, autonomy, and orchestration

Observability Failures: When You Can’t Reconstruct Why

Missing spans mean you cannot prove what executed.

Frameworks: NIST AI RMF

Layers: execution · memory

Public practitioner doctrine. Free doctrine. Open knowledge. Paid enforcement.