The thing a punit author implements gets a more honest name. UseCase carried too many readings — UML, regulatory, generic product talk — and told an author nothing about what the artefact does in the probabilistic-testing context. ServiceContract names it for what it is.
First cut of a new authoring surface for punit. Test configuration moves from parameterised annotations into typed builder calls inside the test method body. Statistical early termination and the wider feasibility-gate audit are deferred from this alpha.
AI systems are increasingly subject to regulatory scrutiny, yet the testing tools available to most teams were designed for a deterministic world. Mavai is here to change that.