TLDR Dev · ARTICLES & TUTORIALS
THE MOST COMMON QUESTIONS ABOUT AGENT EVALS, ANSWERED
Summary from the TLDR Dev newsletter
Agent evals score runs against desired behaviors, but exact-output tests often fail because agent outputs and paths vary. The guide recommends starting with 10 to 20 examples drawn from traces, combining code evaluators with LLM judges and human review, and using offline and online evals at different stages.