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Three tools that measure whether a change to an agent is real. Each runs on your own machine and sends nothing home.

ToolWhat it tells youStart here
ProveWhether a change moved the failure rate, in which conditions, and what the run was too small to detectProve
TraceAt which step runs die, and whether a change made them fail less, with the unchanged version as the controlTrace
TasksWhat each level of a difficulty knob is worth to one named modelTasks

Prove runs your system and stores every run. Trace reads what Prove stored, or what another evaluation tool already wrote. Tasks generates tasks for either to run on.

None of the three is released yet. Until the first release, install from a clone of the repository; each tool’s page has the lines.

Bring in results from DeepEval or Ragas and compare two versions with Trace.