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Agent Tracing

Reviewed 19 July 2026 Canonical definition Part of: Agent Observability Terms →

Agent tracing is the collection of distributed trace data across every step an AI agent takes, including reasoning steps, tool calls, API requests, and sub-agent invocations. Traces give engineers and governance teams a detailed, chronological view of exactly what an agent did and how long each step took, enabling both debugging and compliance review.

§01 / QUESTIONSterm: Agent Tracing
Questions

Common questions.

What is Agent Tracing?

Agent tracing is the collection of distributed trace data across every step an AI agent takes, including reasoning steps, tool calls, API requests, and sub-agent invocations.

Why does Agent Tracing matter for AI agents?

Traces give engineers and governance teams a detailed, chronological view of exactly what an agent did and how long each step took, enabling both debugging and compliance review.

Which terms are related to Agent Tracing?

Closely related concepts include Distributed Tracing (Agent), Trace Context, Trace (Agent), OpenTelemetry (AI Agents). Each is defined in the Prefactor glossary.

§02 / RELATEDnext: where this fits
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Where this fits.

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