Skip to Content
Coding with AI
book

Coding with AI

by Jeremy Morgan
October 2025
Intermediate to advanced
336 pages
9h 14m
English
Manning Publications
Content preview from Coding with AI

9 Prompt engineering

This chapter covers:

  • Basic and advanced prompt types for different programming scenarios
  • Crafting effective prompts using context, clear instructions, and examples
  • Iterative approaches such as chain of thought and recursive prompting
  • Context manipulation and instruction refinement for code generation
  • Specialized techniques to control output format for technical documentation

Prompt engineering has become a key skill for developers using generative AI tools of any type. It facilitates communication with these powerful assistants. Instead of getting generic responses, strong prompts can greatly enhance the quality, accuracy, and usefulness of AI-generated code and documents. This chapter examines some practical techniques ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Generative AI for Software Development

Generative AI for Software Development

Sergio Pereira
Grokking Algorithms

Grokking Algorithms

Aditya Bhargava

Publisher Resources

ISBN: 9781633437272Publisher SupportPublisher Website