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Explore the potential of combining Test-Driven Development (TDD) with generative AI in this 45-minute conference talk. Dive into the intriguing question of whether AI can produce functional code solely based on provided test cases. Learn how to leverage the core TDD principle of writing tests upfront and then utilize generative AI to create the corresponding code. Discover the possibility of achieving working prototypes or even production-ready code if the tests are well-written and pass successfully. Through live coding demonstrations, gain insights into this innovative approach and its potential implications for software development. By the end of the talk, acquire the knowledge to apply this technique to your own projects, potentially revolutionizing your development process.