decision-tracing

To trace agent decisions in multi-step workflows, you query an agent run to surface each decision point, capturing the options considered, the chosen action, and the surrounding context. This provides actionable debugging signals.

Decision tracing in automated agent workflows is identifying and tracking every agent decision point, including available options, chosen actions, and influencing context. It improves debugging, auditing, and reliability.

Yes, tracing agent decisions requires integration with tracing hooks like Langfuse and structured decision data. This setup captures decisions, rationale, and outcomes for production debugging and compliance auditing.

Yes, you can capture decision points including the set of options, the selected action, and the rationale. It attaches contextual metadata such as tool usage and routing decisions to support debugging.

To audit tool usage and decision quality, apply decision tracing across multi-step agent workflows. This surfaces post-hoc evaluation and surrounding context to support compliance auditing and optimization.

Structured decision data and tracing hooks are required to capture decisions, rationale, and outcomes. Without this structured integration, the system cannot surface actionable insights or debugging signals.