AI harness packs

Model

A harness pack can contain routing configuration, instructions, vocabulary, rubrics, behavior settings, and evaluation cases.

Release discipline

Behavior is snapshotted to a version, evaluated against a test set, and publication can be blocked below a pass threshold. Published versions are exact artifacts rather than mutable prompt blobs.

Value

A builder can encode industry behavior once, validate it, and reuse or sell it across SaaS products while retaining a repeatable QA gate.