AI Tools Overview
AI Tools for Developers
Section titled “AI Tools for Developers”The AI landscape is rapidly evolving, with new tools developing to help developers in different parts of their work. This guide provides an overview of the tools I find most useful today. You can expect it to change regularly.
Code Generation
Section titled “Code Generation”- Amazon CodeWhisperer: Real-time code recommendations
- Cursor: AI-first code editor with built-in pair programming
- GitHub Copilot: AI pair programmer that suggests code as you type
- Tabnine: AI code completion that works with multiple IDEs
- Windsurf: AI-powered development environment with advanced code generation
Code Review & Quality
Section titled “Code Review & Quality”- Codiga: Static code analysis with AI
- DeepCode/SonarQube: AI-powered code review
- Sourcery: Automated code refactoring
Documentation
Section titled “Documentation”- Documatic: Automated code documentation
- Mintlify: AI-powered documentation generator
- Scribe: AI that writes documentation as you work
Testing
Section titled “Testing”- Applitools: Visual AI for test automation
- Mabl: Intelligent test automation
- Testim.io: AI-powered test automation
Getting Started with AI Tools
Section titled “Getting Started with AI Tools”- Start with one tool - Don’t try to learn everything at once
- Integrate into your workflow - Add tools to your existing development environment
- Learn the shortcuts - Most tools have keyboard shortcuts to speed up your workflow
- Be critical - Always review AI-generated code and suggestions
I suggest starting with Windsurf as it brings a full VS Code experience (including support for VS Code extensions) with out-of-the-box support for AI coding assistants. Everything is built-in. One download and you’re ready to start creating with AI. While you can pay for more advanced models and higher usage, the free tier gets you a sufficient amount of monthly usage to get started.
Choosing the Right Tool
Section titled “Choosing the Right Tool”Consider these factors when selecting an AI tool:
- Integration with your existing tools
- Pricing and licensing
- Privacy and data handling policies
- Community and support
- Customization options
Next Steps
Section titled “Next Steps”Explore our specific guides on Code Generation and Debugging with AI to see these tools in action.