LLM Evaluation

Learn how to treat an agent's extended-thinking block as an audit log you grep in CI to catch silent task substitutions before they ship, plus where that practice breaks down.

It's not your prompt, your retriever, or your reranker — it's the embeddings you set once and never looked at again, and here's the diagnostic that catches it before it becomes an incident.