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Field notes tagged "rollback" — observations from the trenches.

Operational infrastructure representing AI production readiness, monitoring, and rollback controls
Applied Strategy · · 8 min

Your AI Demo Is Not Production Ready

A production-readiness release gate for AI features: representative evals, structured outputs, tool safety, observability, rollback, and the evidence I expect before GA.