CalibratedDecisions.

Repo · Benchmarks & research

jevals

Agent evals and guardrails in one request.

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From the repository

Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya.

agentsevalsguardrailsjevllmllm-evaluationragastypesafe

How builders describe it

Agent evals and guardrails in one request. Built on Jev, Kev and Laya.
OpenLayer's eval and guardrail library that replaces LLM judges with Jev-style decisions, packing every check for an agent trace into one request.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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