LLM Prompt Release Governance in Production: Immutable Versions, Environment Pointers, and Canary Rollouts for Reliable Rollbacks
Prompts directly change model behavior but are often deployed like ordinary config. This guide covers immutable versions, environment pointers, canary traffic, change validation, metric observation, and fast rollback for safe production releases.