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Refiner critique and validation

Learn how proposals are generalized, checked, and rejected before application.

Refiner critique and validation

Every proposed Harness mutation receives a second model critique before host validation. The critique can generalize an edit, route it elsewhere, or reject it when it copies task-specific facts, names, outlines, transient paths, or an isolated workflow.

Host validation

The host then checks the parts that must be deterministic:

  • schema and content identity;
  • target authority and safe paths;
  • exact edit and release-base compatibility;
  • activation and runtime validation; and
  • atomic application or rollback.

Invalid decisions fail closed to no_action or a recorded validation failure. The system documents observable outcomes and receipts, not a model's private reasoning.

Next: Apply and rollback.