Learn how to observe & evaluate agents on LangChain Academy Testing applications is essential to the development lifecycle, but LLM systems are non-deterministic – you can’t always predict how they will behave. Add multi-turn interactions and tool-calling agents, and testing agents becomes even more complex than traditional software testing To address this challenge, LangSmith provides a comprehensive platform for agent engineering that helps teams use live production data for continuous…