Github Copilot - AI Assistance for developer

What is GitHub Copilot?

GitHub Copilot is an AI-powered code generation tool developed by GitHub in collaboration with OpenAI. It is designed to assist developers by providing context-aware code suggestions while they write code, making the development process smoother and more efficient.

refer to the documentation for following details

• overview
• setup
• Getting started with GitHub Copilot in VS Code
• Copilot Chat tutorial
• code completions
• copilot chat
• best practices
• workspace context
• FAQ

Key Features of GitHub Copilot:

• Inline Suggestions: Offers real-time code suggestions as you type within your visual studio code IDE
• Auto-completion: Helps complete code snippets, functions, and even entire lines of code based on the current context.
• Code Blocks: Provides entire blocks of code, such as functions or boilerplate, tailored to the context of your project.
• Multiple Languages: Supports a wide range of programming languages, including Python, JavaScript, TypeScript, Ruby, and more.
• Context Awareness: Understands the context of your code and adapts suggestions accordingly by learning from the surrounding code.
• Benefits:
• Increased Productivity: Speeds up the coding process by reducing the number of keystrokes needed.
• Error Reduction: Helps in catching potential errors early by suggesting correct syntax and popular patterns.
• Learning Aid: Can be used as an educational tool for learning new programming languages or best practices.

To see GitHub Copilot in action, check out this
youtube

This research survey showed significance performance boosts to developers using Github copilot.

please checkout the demo

Limitation

• Limited Code Output : Personally I’ve found that if I’m generating code, ChatGPT will output more extensive code. However Co-pilot’s
  recommendations are good for whilst being in the flow of coding.

• Slower in Larger Projects : Github co-pilot can be slower as your project size grows. This is because the extension is parsing all of your
  project’s source code.

• Limited Configurability : Github Co-pilot doesn’t have any model options. The only way you can influence the output is with:
  . More extensive comments.
  . Function/Class names.
  . The existing code within your project.
  . Adding types to your code.
  . Using different packages.

Reference

OpenAI, "GitHub Copilot— Your AI pair programmer".link
OpenAI taem, "Language Models are Few-Shot Learners",link
SitePoint, "What is GitHub Copilot? An AI Pair Programmer for Everyone".
link
Discussion on Youtube:
English: link
git documentation