#Evals

Debugging AI Agents in Production: From Guesswork to Evals and Trace

How to debug AI agents after launch? Based on a Bilibili tech talk, this article details the complete methodology of using Trace to track execution paths, Evals to build an evaluation loop, and coding agents to automatically locate and fix production bugs—no more running naked on intuition.