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I hope that the following examples inspire you! 1. Once installed, the extension will suggest code as you type, but what next? How can you optimally benefit from the GitHub Copilot extension?įirst, I recommend writing clear, understandable comments to help your AI pair programmer generate desired solutions, but if you’re interested in exploring how to use GitHub Copilot in ways you might not be thinking of, we compiled some fun and valuable use cases we’ve seen in talking with developers. Unexpected yet valuable GitHub Copilot use cases

Research: quantifying GitHub Copilot’s impact on developer productivity and happiness.

How GitHub Copilot helps improve developer productivity.

Some of your favorite applications, like Duolingo, use GPT-3 for grammar correction.įor more information on how GitHub Copilot works and its effectiveness, check out the following resources: Codex is a version of GPT-3 (Generative Pre-trained Transformer 3) fine-tuned for programming tasks. Open AI Codex, a machine learning model that translates natural language into code, powers GitHub Copilot to draw context from comments and code to suggest individual lines and whole functions as you type. If it’s not reading minds and it’s not magic, then how does it work? You can learn how to get started with GitHub Copilot here. The best part is you can use GitHub Copilot to increase your velocity and confidence as you code, too! In June 2022, we made GitHub Copilot available to all individual developers.

However, by sharing code completion suggestions based on my project’s context and style conventions, GitHub Copilot increased my velocity and confidence as a programmer.

It cannot read minds, although it sometimes feels like it can.

We use the terms “AI pair programmer” and “Copilot” to imply that this tool cannot work without you–the developer! It’s not magic. GitHub Copilot is an AI pair programmer that helps you write code faster with less work. Similar to other AI pair programming tools, GitHub Copilot is changing the game of software development.