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Tracing & Observability

See every step, token and tool call.

Every run of every agent and workflow is traced end to end: model calls, retrieved context, tool inputs and outputs, latency and cost. Tied to the exact version that produced it.

Status

Succeeded

Duration

3.84 s

Tokens

4,812

Cost

$0.014

  • run · support-triage v1.43840 ms
  • retrieve · help-center420 ms
  • llm · classify710 ms
  • tool · zendesk.get_ticket260 ms
  • tool · shopify.get_order540 ms
  • llm · draft_reply1560 ms
  • guardrail · pii_redact120 ms
  • tool · zendesk.create_draft280 ms
run retrieval llm tool guard

Nothing is a black box.

What you get with Tracing & Observability.

Span waterfall

A timeline of every step with timing, so slow tools and long generations are obvious.

Full payloads

Inspect prompts, completions, retrieved chunks and tool I/O, with PII redaction you control.

Cost per run

Token usage and spend per step, per version, per user and per workflow.

Version-aware

Filter and compare traces by version to see exactly what a release changed.

Alerts

Get notified in Slack, email or PagerDuty when error rates, latency or cost cross a threshold.

Export

Stream traces to your own warehouse or observability stack over OpenTelemetry.

Questions

How long are traces kept?+

Retention depends on your plan. Enterprise customers can configure custom retention and export.

Can I turn off payload capture?+

Yes, per agent or per workflow. Metadata and timing are still captured.

Start building today.

From $5 per user per month. Bring your own models. Connect everything in one click.