Prompt to Program: AI Prompt Engineering and LLM-Powered Coding with Generative AI (The AI-Powered Developer Series)

The ability to communicate effectively with AI is becoming a fundamental programming skill.
Prompt to Program: AI Prompt Engineering and LLM-Powered Coding with Generative AI teaches developers how to transform ideas, requirements, and natural-language instructions into working software using Large Language Models.
The book begins with a simple but powerful question: How do you ask an AI to build the software you actually want?
Readers will learn the principles of prompt engineering specifically for programming. From simple code-generation prompts to complex application specifications, you will discover how to provide context, define constraints, describe architecture, request structured outputs, and guide AI through multi-step development tasks.
Rather than treating AI as a magic code generator, this book presents prompting as an engineering discipline. You will learn how to decompose problems, create reusable prompt patterns, validate generated code, debug AI mistakes, and establish feedback loops that continuously improve results.
As projects become larger, the book introduces context engineering, repository-aware prompting, automated testing, documentation generation, and AI-driven refactoring.
The final chapters explore the transition from prompt-based programming to agentic development, showing how carefully designed instructions can power AI systems that plan, execute, test, and improve software with increasing levels of autonomy.
Whether you are an experienced developer, beginner programmer, technical founder, or AI enthusiast, this book will help you develop the skills to turn a well-designed prompt into reliable, maintainable software.