GTDD: Generative Test-Driven Development for AI Coding Agents with Adversarial Testing

Test-driven development gives AI coding agents executable requirements for implementing software. Because these agents can adapt their implementations to the examples they observe, passing a predetermined collection of tests can leave substantial parts of the intended behavior unimplemented.