Coding with AI

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Examples in Python
  • August 2025
  • ISBN 9781633437272
  • 336 pages
  • printed in black & white

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pBook available Sep 8, 2025
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Look inside
Practical techniques to accelerate software development using generative AI.

Let’s get real. You’d like to hand off a lot of tedious software development tasks to an assistant—and now you can! AI-powered coding tools like Copilot can accelerate research, design, code creation, testing, troubleshooting, documentation, refactoring and more. Coding with AI shows you how. Written for working developers, this book fast-tracks you to AI-powered productivity with bite-size projects, tested prompts, and techniques for getting the most out of AI.

In Coding with AI you’ll learn how to:

  • Incorporate AI tools into your development workflow
  • Create pro-quality documentation and tests
  • Debug and refactor software efficiently
  • Create and organize reusable prompts

Coding with AI takes you through several small Python projects with the help of AI tools, showing you exactly how to use AI to create and refine real software. This book skips the baby steps and goes straight to the techniques you’ll use on the job, every day. You’ll learn to sidestep AI inefficiencies like hallucination and identify the places where AI can save you the most time and effort.

about the technology

Taking a systematic approach to coding with Al will deliver the clarity, consistency, and scalability you need for production-grade applications. With practice, you can use AI tools to break down complex problems, generate maintainable code, enhance your models, and streamline debugging, testing, and collaboration. As you learn to work with AI’s strengths—and recognize its limitations—you’ll build more reliable software and find that the quality of your generated code improves significantly.

about the book

Coding with AI shows you how to gain massive benefits from a powerful array of AI-driven development tools and techniques. And it shares the insights and methods you need to use them effectively in professional projects. Following realistic examples, you’ll learn AI coding for database integration, designing a UI, and establishing an automated testing suite. You’ll even vibe code a game—but only after you’ve built a rock-solid foundation.

what's inside

  • Incorporate AI into your development workflow
  • Create pro-quality documentation and tests
  • Debug and refactor software efficiently
  • Create and organize reusable prompts

about the reader

For professional software developers. Examples in Python.

about the author

Jeremy C. Morgan has two decades of experience as an engineer building software for everything from Fortune 100 companies to tiny startups.

Delivers exactly what working developers need: practical techniques that actually work.

Scott Hanselman, Microsoft

You’ll be writing prompt engineering poetry.

Lars Klint, Atlassian

Blends years of software experience with hands-on knowledge of top AI coding techniques. Essential.

Steve Buchanan, Jamf

Detailed use of AI in real-world applications. A great job!

Santosh Yadav, Celonis
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choose your plan

team

monthly
annual
$49.99
$399.99
only $33.33 per month
  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • renews monthly, pause or cancel renewal anytime
  • renews annually, pause or cancel renewal anytime
  • Coding with AI ebook for free