ONE MODULE AT A TIME

Prompt contracts and honest offline evaluation

Define narrow tasks, validate structured responses and evaluate meaning without paid model calls.

AI prompt contracts and honest offline evaluation

Build a narrow prompt artifact and separate response shape, permitted evidence and semantic correctness using dummy fixtures.