Following another article about Top AI Python tools, TF identified another useful set of AI coding tools. Visual Studio Code (VS Code) is a widely popular code editor that can be extended with a variety of useful tools. With the growing impact of artificial intelligence (AI), developers can now make use of AI-powered extensions to improve their coding experience.
Extensions
Here are 10 VS Code extensions that use AI to simplify coding tasks, boost productivity, and provide intelligent assistance.
- TabNine: This AI-powered code completion extension uses machine learning models to predict and suggest entire lines of code, resulting in faster coding and reduced errors.
- IntelliCode: Developed by Microsoft, IntelliCode enhances VS Code’s built-in IntelliSense feature to provide context-aware code completions based on existing code repositories, allowing developers to write code faster with fewer errors.
- Kite: Kite uses a deep learning model to analyze code patterns and provide intelligent completions, enhancing coding efficiency and accuracy.
- DeepCode: An AI-powered static code analysis tool that uses machine learning to identify bugs, security vulnerabilities, and performance issues in your code.
- GitSense: This AI-powered Git integration extension provides intelligent insights into version control workflows, improving collaboration and code quality within teams.
- Visual Studio IntelliCode: Another Microsoft-developed extension that brings AI assistance to VS Code by offering intelligent suggestions for methods, classes, and code elements based on project context.
- CoPilot: Developed by GitHub, CoPilot uses machine learning to analyze public code and provide intelligent suggestions for completing your current line of code, making it ideal for collaborative coding sessions.
- SourceLevel: An AI-powered analytics platform that integrates with VS Code to offer intelligent insights into team coding habits and productivity.
- Codota: This AI-powered code completion and documentation tool provides intelligent suggestions for completing current lines of code while integrating with VS Code.
- GitDuck: An AI-powered pair programming platform that uses machine learning to analyze team coding habits and provide real-time collaborative coding assistance.
t/f Summary: Next Steps
These 10 VS Code extensions showcase the power of AI in enhancing the coding experience. From smart code completions to collaborative pair programming assistance, these extensions leverage machine learning to streamline tasks, boost productivity, and provide valuable insights into team coding habits. As AI continues to advance, more innovative tools are expected to emerge, empowering developers to write better code faster and more efficiently.