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.