In my decades of architecting complex software systems, I have witnessed firsthand how type safety becomes the foundation for robust AI applications. As poineers of generative AI and large language models, the need for sophisticated type systems has become important, again, specifically the types that model the underlying domain. In this article, I will share an elegant solution to a persistent challenge in TypeScript development that’s particularly relevant to AI engineers building next-generation applications.