02 · Evaluate & testComing soon

Evaluate

Builds the evals and a calibrated judge that scores every change

Derives eval criteria from your historic traces and domain expertise, then builds and calibrates the judge against expert ground truth so its scores match what your team calls quality. Every other agent scores against this framework.

The Evaluator is the central authority in the Mutagent loop. Experiment Agent ranks against it. Mutation Agent validates against it. Monitoring / Incident Agent scores live traffic against it. A signed evidence pack from the Evaluator is what unlocks the merge button.

What it does

  • Derives criteria from traces and domain expertise
  • Builds agent-level evals or per-key rubrics
  • Calibrates the judge against expert ground truth

Inputs

  • Historic traces
  • Domain expertise
  • Expert ground truth labels

Outputs

  • Calibrated evaluator with agreement scores
  • Per-key rubrics and deterministic code checks
  • Per-criterion drift detection

Works with

BraintrustBraintrust
PhoenixPhoenix
MLflowMLflow
GitHubGitHub

Get early access to Evaluate

Join the early-access list and we will reach out the moment this agent ships.