PDF Book: Intent-Driven Engineering: From AI Experiments to Production Systems

Intent-Driven Engineering: From AI Experiments to Production Systems
AI is moving fast—but most teams are stuck.
Prompts break. Workflows don’t transfer. What works for one engineer fails for another. The result? A growing collection of experiments that never become real systems.
This book introduces a practical solution: Intent-Driven Engineering.
Instead of relying on fragile prompts, this approach captures clear, structured intent that can be executed, repeated, and scaled across teams. It transforms AI from a personal tool into an operational capability.
Inside, you’ll learn how to:
Move from prompt-based thinking to intent-based systems
Build repeatable AI workflows that actually transfer across teams
Design architectures that support reliability, governance, and scale
Turn experiments into production-ready systems
This is not theory. It’s a grounded, field-tested approach for engineers, architects, and technical leaders who need AI to work in the real world.
If you’re tired of chasing tools and want a system that lasts, this book shows you how.