Tool Observability

Tool observability is the instrumentation that records each tool invocation — its name, arguments, result, latency, and any error — so engineers can trace and debug agent behavior. Detailed tool traces reveal why an agent chose a tool, whether arguments were well-formed, and where a task went wrong. This visibility is essential for diagnosing failures and tuning tool descriptions and selection logic.