Tracing & Logging

Tracing records the full lifecycle of a request through your AI system, from the initial user input through any intermediate LLM calls, tool uses, or retrieval steps, all the way to the final response. Logging captures individual events like errors, latency spikes, or unexpected outputs. Together, they let you reconstruct exactly what happened during any given interaction, which is essential for debugging agents and multi-step pipelines.