LLM Evaluation Testing with promptfoo: A Practical Guide
This article shows how to implement automated testing for LLM applications using promptfoo with a real application server, addressing the challenge that traditional testing methods fail with non-deterministic AI responses. The guide demonstrates testing conversation memory, tool integration, content moderation, and performance using a financial chatbot built with Quarkus and LangChain4j.