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NeMo Studio Traces

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Use Observability > Traces in the NeMo Studio workspace sidebar to inspect telemetry ingested from agent runs.

Traces is enabled by default. An administrator can disable it by setting studio.feature_flags.intake_enabled: false in the platform configuration and restarting Studio.

Traces and Spans Tables

The Trace runs and Spans tabs list ingested telemetry at different granularity:

TabColumns
Trace runsTrace, agent, session, status, input, output, duration, span count, errors, tokens, cost, started.
SpansStatus, kind, span, input, output, subject, trace, duration, tokens, cost, started.

Both tables refresh automatically as new telemetry arrives, so you don’t need to reload the page while an agent is running.

Select a row in either table to open the session it belongs to.

Session Detail

The session detail page shows a summary header, then the selected trace’s spans. Use the Tree / List toggle to switch between a nested span tree and a flat list, and Collapse all / Expand all to manage the tree view.

When a trace is selected, the toggle also includes a Graph option that draws the trace’s spans as a connected graph.

Selecting a span opens its detail body. Studio renders a specialized view for known span kinds — LLM, tool, agent, chain, embedding, reranker, retriever, guardrail, and evaluator — and falls back to a generic view for unrecognized kinds. Each span body includes metadata, an annotations panel, and a raw JSON view for debugging.

Evaluation test-case runs reuse this same session detail view; see Compare Runs Side by Side in NeMo Studio Experiments.