Prompt Management in Production: Versioning, Testing, and Iteration

Quick Summary

Production prompts are versioned artifacts, evaluated against test sets, and rolled out with the same care as code. Treating them casually produces flaky features; treating them like infrastructure produces reliable ones.

What you will learn

·Design effective prompt engineering strategies for reliable AI product features
·Build prompt templates that produce consistent, high-quality outputs
·Test and iterate on prompts systematically using evaluation frameworks