

Free Lesson
Evaluate Any AI System with TRACE
30 min
Sep 14, 2026 5:30 AM
What you'll learn
Apply the five steps to any AI system
Walk trace, read, analyse, codify and enforce on a system you did not build.
Prioritise which failures to fix first
Rank clusters by frequency and cost so effort goes where it pays.
Put evals in the loop, not in a document
Wire checks into your workflow so regressions are caught automatically
Why this topic matters
Evaluation advice is usually tied to a specific stack, which makes it useless the momentyou change tools. TRACE is a five-step method that works whether you are evaluating achatbot, a retrieval pipeline or a multi-agent system, because it starts from observedbehaviour rather than from a framework. Learn it once and it transfers.






