Published onJanuary 14, 2026Prompt and Circumstancellmai-agentsmlopsdata-scienceTweaking a chatbot prompt is easy; knowing whether you improved it is not. How to A/B test LLM prompts in production—the mechanics, the metrics, the tooling.