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How it uses Jev

Foreman serializes factory observations and asks a batch of Noul checks keyed by active responsibilities. Python parses the judgments and policy decides whether to continue, steer, stop, retry, verify, or finish while the worker runs.

What Jev decides

Illustrative Jev decisionExample answers · not a recorded Jev response · Source ↗
Question 1 · implementation complete
YOUR APP
INSTRUCTION

Does the current implementation satisfy the completion check?

STATE

Serialized factory observation, including current worker and verification evidence.

JEV · NOUL
YesNo

App workflow

  1. Collect factory events

    Observe worker lifecycle, output, tests, and repository instructions.

  2. Build checks

    Select active responsibility checks and turn each into a Noul question.

  3. Assess with Jev

    Send the observation and all active checks in one request.

  4. Apply policy

    Parse judgments and choose an intervention or allow work to continue.

Why it is interesting

A fast classifier supervises coding work asynchronously without taking over the worker's individual tool choices.