As artificial intelligence evolves from simple predictive models to autonomous agents capable of executing complex, multi-step workflows, the challenge of understanding what these systems are doing grows exponentially. An agent doesn't just generate a single response; it plans, reasons, takes actions, observes results, and adjusts its approach based on what it learns. It might call external...