Capture the work
Record application agent activity and supported provider calls, or import eligible telemetry and local Claude Code or Codex history.
One operational workflow
From signal to evidence to a decision.
A model trace explains one call. An agent incident also needs the surrounding work: the turn, tool result, test, explicit outcome, and what changed after a fix.
Find the affected run
Follow recorded issues and token usage into sessions, runs, turns, events, and genuine model-call traces. Coverage stays visible.
Test and keep watch
Evaluate selected evidence, compare reviewed cases, monitor recurring agent issues, and detect statistical drift in eligible provider model calls.
What teams can answer
The questions that start a real investigation.
What failed? Open the recorded tool, test, provider, or application outcome behind a finding.
Where did usage go? Inspect reported tokens by day, session, turn, and eligible model call, with missing coverage labeled.
Did the change help? Compare a baseline and candidate on reviewed cases, then watch fresh evidence.
Is model behavior drifting? Review baseline and current cohorts of eligible provider model calls, then investigate statistical alerts alongside recorded agent issues.
Built for your environment
Begin locally. Operate in a customer-managed deployment.
Verdict uses SQLite for a local trial and dedicated PostgreSQL for a shared single-tenant installation. Python producers can write directly or spool bounded records for the shipper and authenticated collector.
See deployment options →Released beta paths
- Framework-neutral Python agent instrumentation
- Anthropic, OpenAI, and Google provider capture
- Supported telemetry and text-only voice imports
- Guided setup, investigation, evaluation, and monitoring
Claude Code and Codex imports are useful starting points, not the product boundary.
See the workflow
Start with one agent and one operational question.
Explore the current UI using wholly synthetic data, then choose the evidence you would capture in your own environment.