2.5Key Takeaway

AI-generated API tests from OpenAPI schemas are remarkably good when the prompt includes the full schema with $ref resolution, specifies the framework and auth mechanism, and requests explicit test categories (happy path, errors, boundaries, auth). The main review task is verifying that fixtures and helpers exist in your codebase and that error message assertions are specific enough.