Use cases

Different questions.
One recorded path.

Choose the job you need to get done. Each journey maps to a capability that exists today, not a promised feature or a fictional customer result. Some depend on your plan and capture settings.

01 / Agent developers

Find the step behind a failed outcome.

The request returned, but you still don't know which model or tool action made the workflow go wrong.

What the product makes possible

  • Open captured spans as a waterfall, transcript or agent lanes.
  • Inspect a recorded failure and, where evidence allows, compare it with an earlier run that has no recorded failure signal.
  • On Builder and above, export a regression fixture when input capture is on and your role can manage datasets.
Start with the quickstart

02 / Platform and reliability teams

Make agent traffic observable and operational.

Failures and retries need to be understood across environments, releases, models and services.

What the product makes possible

  • See recorded costs, errors, latency and tool calls.
  • Inspect gateway guardrail decisions, warnings and overhead.
  • Use the available SLO, trace and incident views to narrow investigations.
Explore observability

03 / Risk and audit teams

Verify a specific recorded range independently.

A dashboard is not sufficient evidence that a particular gateway event has not been silently altered.

What the product makes possible

  • Inspect a hash-chained, signed audit range.
  • Use the documented offline verifier and inspect trust boundaries.
  • Read the published limitations and distinguish gateway events from OTLP-only spans.
Read the audit ledger guide

Working on a real agent rollout?

Evaluate against your own evidence.