Why do production AI systems need prompt versioning?medium
Answer
Prompt changes can alter behavior, so versions make releases traceable, testable, and reversible.
Explanation
Store prompt templates, model settings, retrieval settings, and evaluation results together. Rollouts should compare quality, safety, latency, and cost.
Follow-upWhat would you log for each prompt version?