DSPy is a framework for programming LLMs instead of prompting them manually. While the philosophy of Declarative AI Programming makes experimentation with LLMs a lot more methodical and composable, there's still a high barrier to create and optimize working DSPy programs (heavy DataOps and evaluation mindset). Modaic is a developer collaboration platform for the new primitives of AI software. An open ecosystem where researchers and devs can version, package, and collaborate on DSPy programs!