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The GitHub Copilot Handbook
The GitHub Copilot Handbook

The GitHub Copilot Handbook: A practical guide to transforming the software development life cycle with GitHub Copilot

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Profile Icon Rob Bos Profile Icon Randy Pagels
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Can$56.99
Paperback Nov 2025 290 pages 1st Edition
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Arrow left icon
Profile Icon Rob Bos Profile Icon Randy Pagels
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Can$56.99
Paperback Nov 2025 290 pages 1st Edition
eBook
Can$40.99 Can$45.99
Paperback
Can$56.99
Subscription
Free Trial
Renews at $19.99p/m
eBook
Can$40.99 Can$45.99
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Renews at $19.99p/m

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The GitHub Copilot Handbook

GitHub Copilot Explained

GitHub Copilot is a service offering from GitHub that helps you to work on your applications in all steps of the software development lifecycle: from ideation, to understanding and writing code, to reviewing your pull requests and analyzing pipeline failures. By using what we call generative Artificial Intelligence (AI), it helps you speed up normal tasks so you can focus on what you do best: adding value to your end users.

GitHub describes Copilot as your pair-programming buddy: a tool that knows almost every coding language, framework, and well-known coding patterns. It can help you with researching both existing and new code directions, can help review your code and suggest improvements, or can complete the task that you have been working on. It intuitively understands your current code and coding style and will follow that to match it. We even think that GitHub Copilot is better than a human pair-programming buddy, as it is a tool that does not judge...

Free Benefits with Your Book

Your purchase includes a free PDF copy of this book along with other exclusive benefits. Check the Free Benefits with Your Book section in the Preface to unlock them instantly and maximize your learning experience.

Technical requirements

To use GitHub Copilot, you do not need to use the rest of the GitHub suite of tools. You can use it in a supported editor of your choosing against any file, no matter where it is stored. If you already use source control systems such as GitLab, Azure DevOps, or Bitbucket, you can still use GitHub Copilot. GitHub is the vendor of the product, but using GitHub itself is not a requirement.

Of course, there is extra functionality available if you use GitHub, which will be explained in depth in Chapter 6. The only integration to be able to use GitHub Copilot is having a GitHub account that you can use to log in and then tie your GitHub Copilot license to it. This tool is even available as a free tier (with some limitations), making it available for all GitHub users. Which features are available in which tier is explained in Chapter 3.

What is GitHub Copilot?

GitHub Copilot is a set of tools that can help you understand or produce code, either by helping you write code in an editor, talking to your code base to gain more information, or getting help from integrated functionality inside the web interface of GitHub.

This all starts with GitHub Copilot leveraging Large Language Models (LLMs) to complete the current line(s) of code that you are working on, by adding a suggestion when you stop typing for a couple of milliseconds, or when you hit the Return key. Depending on your color scheme, a suggestion is shown in gray or dimmed text in the editor, behind your cursor. You can see this in Figure 1.1, where the cursor is on line 9. This is also called “ghost text.” This text is a continuation of the code you already typed, and GitHub Copilot finds the most logical completion of the code and suggests it for you to accept.

Figure 1.1: Example of “ghost text” inside of VS Code

Figure 1.1: Example of “ghost text” inside of VS Code

...

Reviewing additional supporting features in editors

The primary use case of GitHub Copilot is helping you with your code base while you are creating code. This is done by integrating the different functionalities in an existing Integrated Development Environment (IDE). This is often also referred to as an “editor.” You work on your code inside the editor to add new methods and features to your application or scripts that you are working on.

Editors with GitHub Copilot plugins

The list of IDEs that have a plugin for GitHub Copilot is still growing. Currently, the following editors have some support for GitHub Copilot:

...

Editor

Suggestions

Chat

Other features

VS Code

Yes

Yes

Using GitHub Copilot integrations on GitHub.com

If you are using parts of the rest of the GitHub suite of products, then you can greatly enhance that experience with tooling from GitHub Copilot as well. After logging into https://github.com, you can start chatting with GitHub Copilot on top of any repository (see Figure 1.6) or open it in an immersive window to chat without the context of a repository. This is great for researching things and having a separate, contextless window to the side to quickly look up things while you are working. Need to look up how to install packages in a specific package manager? Then this chat window is the right place to ask about it. Personally, we have this tab open in our browser all the time.

 Figure 1.6: Chat on the GitHub interface

Figure 1.6: Chat on the GitHub interface

Next to the chat, you will also find GitHub Copilot integrations in a lot of places on the web interface. Following the steps in the SDLC, it starts with researching new features you want to build and planning...

Summary

In this chapter, we discussed the functionalities that GitHub Copilot offers so that we can place them in the right context, from integrations into your editor of choice to integrations on the web interface of GitHub. This is not bound to only the GitHub suite of tools, as it is offered in different IDEs from third-party vendors. You can use GitHub Copilot against any code file, no matter where it is stored. Your code does not need to be stored on GitHub at all if you do not want to.

We looked at the main IDE features, such as coding suggestions while you type, the chat interface, and inline chat. Keep in mind that not all editors offer the exact same features, so look at editors’ or plugins’ documentation for more specific information. In the web interface on GitHub.com, there are features that will help you throughout the entire SDLC: from requirements engineering to creating an issue to the creation of pull requests, there are integrations with GitHub...

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Key benefits

  • Automate code generation, test writing, and debugging with AI across your dev workflow
  • Explore GitHub Copilot’s advanced features like PR reviews, error insights, and Copilot Chat
  • Scale Copilot across dev, QA, and PM roles with guided onboarding and practical usage patterns

Description

Cross-functional product teams are under constant pressure to build and ship faster, but too much time is lost to manual coding, slow reviews, and fragmented workflows. GitHub Copilot streamlines day-to-day coding so your team can focus on delivering value to users while maintaining high quality on real projects. Written by industry experts Rob Bos and Randy Pagels, this book shows how GitHub Copilot supports your work from start to finish. You’ll learn how to turn ideas into tasks, write code with fewer hiccups, spot problems earlier, and understand errors when things go wrong. You’ll also see how Copilot suggests improvements in pull requests and helps fix common build issues, enabling teams to keep moving and ship with confidence. You’ll integrate GitHub Copilot into daily routines, share it across roles, and make it stick with simple checklists and clear examples. You’ll also track what works, set guardrails, and build an internal community. By the end, you’ll know when GitHub Copilot helps – and when it doesn’t – and you’ll be ready to write, review, and ship code with confidence on real projects.

Who is this book for?

This book is for anyone who works with application creation and who wants to harness GitHub Copilot in real-world coding environments. Whether you’re a beginner looking to speed up learning or a seasoned engineer aiming to boost productivity, this guide shows how to put Copilot to work effectively. Software engineers, DevOps professionals, QA specialists, and tech leads will discover how to streamline coding, reviews, and delivery with AI-assisted workflows. Product managers and other collaborators will also gain insight into how, with GitHub Copilot, they themselves can leverage AI.

What you will learn

  • Apply GitHub Copilot across the full software development life cycle
  • Understand how AI powers the suggestions and chat features
  • Boost productivity by automating tests, reviews, and pipeline fixes
  • Integrate Copilot into IDEs and GitHub for maximum value
  • Roll out Copilot across teams with proven onboarding strategies
  • Build a knowledge-sharing culture with Copilot community champions
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Publication date : Nov 10, 2025
Length: 290 pages
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Language : English
ISBN-13 : 9781806116638
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Product Details

Publication date : Nov 10, 2025
Length: 290 pages
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ISBN-13 : 9781806116638
Vendor :
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Table of Contents

17 Chapters
What is GitHub Copilot? Chevron down icon Chevron up icon
GitHub Copilot Explained Chevron down icon Chevron up icon
Getting Started with Generative AI Chevron down icon Chevron up icon
Choosing the Right GitHub Copilot Plan Chevron down icon Chevron up icon
Getting Started with GitHub Copilot Chevron down icon Chevron up icon
Mastering GitHub Copilot in Your IDE: Inline Suggestions, Chat, and Agent Mode Chevron down icon Chevron up icon
Going Beyond Code: Debugging, Terminal, and Collaboration with GitHub Copilot Chevron down icon Chevron up icon
Exploring GitHub Copilot Integrations Chevron down icon Chevron up icon
Collaborating with Copilot on GitHub.com: Issues, PRs, Reviews, and Coding Agent Chevron down icon Chevron up icon
Extending GitHub Copilot with the Model Context Protocol (MCP) Chevron down icon Chevron up icon
Getting the Most Out of GitHub Copilot Chevron down icon Chevron up icon
Navigating the GitHub Copilot Learning Curve Chevron down icon Chevron up icon
Building an Internal GitHub Copilot Community Chevron down icon Chevron up icon
Changing the Narrative: Reframing Engineering with AI Chevron down icon Chevron up icon
Unlock Your Exclusive Benefits Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
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