AI agents need to operate interfaces — read data, click buttons, fill forms, compose workflows. But AI is too slow, too expensive, and too unreliable to drive every interaction in real-time. Tap ...

Record every LLM call, tool invocation, and reasoning step your agent makes. Then diff two runs side-by-side to find exactly where behavior diverged.