DSPy: An Introduction to Programming Prompts as Functions (2026)

DSPy treats prompts as typed functions — Signatures, Modules, Optimizers — instead of strings to hand-tune. This guide covers when DSPy helps, when it doesn't, and how to think about adopting it.