Overview

Are you tired of unpredictable prompts, brittle logic, and AI systems that behave differently every time you run them? What if you could build AI agents that behave consistently, follow well-defined constraints, and can be engineered like reliable software? Building Agentic AI with DSPy introduces a practical, engineering-driven approach for constructing predictable, modular, and testable AI agents using DSPy's declarative programming model. Instead of relying on prompt experimentation, DSPy allows you to define exact behaviors using structured Python modules-enabling agents that are stable, auditable, and easy to maintain. This book walks you step-by-step through the fundamentals of DSPy and gives you everything you need to design robust agent workflows, build predictive modules, and manage retrieval, datasets, and integration without prompt chaos. ✅ What You'll Learn How DSPy eliminates brittle prompts through declarative I/O modeling How predictive modules and signatures create reliable agent behavior How to design reusable components for modular AI workflows How to build zero-shot and few-shot modules with structured constraints How to integrate Retrieval-Augmented Generation (RAG) the correct way How to create datasets, benchmarks, and evaluations for predictable agents How to build complete end-to-end workflows for real-world tasks How to test, debug, and validate agent behavior with confidence How to prepare your work for optimization, scaling, and production ✅ Who This Book Is For AI engineers building serious, reliable applications Python developers moving from prompts to agent engineering ML practitioners deploying structured workflows Technical founders and team leads designing AI systems at scale Whether you're new to DSPy or upgrading from traditional prompt engineering, this book gives you the clear mental model and hands-on patterns required to build dependable, production-ready agents. If you want predictable AI behavior, modular workflows, and a foundation for advanced agent systems, this is your starting point.

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