decision models

The cheap swap is not a model swap. The prompt becomes atomic typed questions, the parsed label becomes a distribution with a confidence, and the release gate becomes a per-version threshold sweep on the customer's own labeled tickets.

Cheap typed judgments make it affordable to check every input, tool call and output. The design question is which checks are semantic, which are deterministic, and how you prove the layer catches what it claims to.