Published onJanuary 14, 2026A/B Testing LLM Prompts in Production: A Practical Guidellmai-agentsmlopsdata-sciencePrompt changes are code changes — they should be tested the same way. This post covers the mechanics of A/B testing prompts against live traffic, the metrics worth tracking, and the tooling that makes it tractable.