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The GitHub Copilot Handbook

The GitHub Copilot Handbook

By : Rob Bos, Randy Pagels
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The GitHub Copilot Handbook

The GitHub Copilot Handbook

By: Rob Bos, Randy Pagels

Overview of this book

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.
Table of Contents (18 chapters)
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Lock Free Chapter
1
What is GitHub Copilot?
5
Getting Started with GitHub Copilot
8
Exploring GitHub Copilot Integrations
11
Getting the Most Out of GitHub Copilot
16
Other Books You May Enjoy
17
Index

Understanding generative AI

Generative Artificial Intelligence (AI) is the group name for the latest iterations of Machine Learning (ML). In the field of ML, you process large amounts of data to learn about the patterns in your data. This results in a trained model that can then be used to recognize these patterns or to predict certain values based on new parameters. The training data can be anything that is digitally available, from text to audio to images or video, and these models can be trained with all of it. Models trained on this type of textual data are called language models, as they can refer to concepts that can be expressed in natural (spoken) language.

GitHub Copilot uses these models to handle specific tasks. The two types of media that are supported by GitHub Copilot are text and images. The focus is on text, as that is how we write or document our code. However, images can also be used in the chat interface with models that support them. You might add an image...

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The GitHub Copilot Handbook
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