LLM Debugging

An agent that picks the wrong tool doesn’t crash. Instead, it just gives you a confidently wrong answer, and the logs look fine. That’s the core failure mode that makes agentic systems hard to operate: the model didn’t error out it simply called search_flights when it should have called search_hotels, and nothing downstream noticed. As…