AI Coding Workflow: How to Combine Cursor, Claude Code & Copilot
Build the ultimate AI coding workflow by combining Cursor, Claude Code, and GitHub Copilot. Learn when to use each tool and how they complement each other for maximum productivity.
The Ultimate AI Stack
The best AI coding setup uses all three tools for their specific strengths. Think of them as a team: Copilot handles autocomplete, Cursor handles daily editing, and Claude Code handles complex autonomous tasks. Here's how to set up the combination workflow.
Tool #1: GitHub Copilot (Always On)
Keep Copilot running in VS Code for inline autocomplete. It's the fastest tool for line-level suggestions. Use it for: writing boilerplate, completing function bodies, generating tests, suggesting imports. Copilot is your "autopilot" — it handles the mundane 90% of coding.
Tool #2: Cursor (Daily Driver)
Use Cursor for your main editing work. Its strength is the AI chat panel (Cmd+L) and inline editing (Cmd+K). Open Cursor when you need to: refactor a component, understand complex code, generate multi-file changes with Composer, debug with AI help. Cursor is your "co-pilot" for complex tasks.
Tool #3: Claude Code (Heavy Lifter)
Switch to Claude Code in the terminal for the hardest tasks. It excels at: implementing full features from scratch, debugging production issues, managing git/PR workflows, exploring and documenting codebases, running research on architecture decisions. Claude Code is your "architect" for big, complex features.
Practical Workflow
- Morning: Open Claude Code → "Summarize what changed in the repo since yesterday"
- Coding: Cursor + Copilot for feature development
- Blocked: Switch to Claude Code → "Debug this failing test"
- PR time: Claude Code → "Create a PR with these changes, write a description"
- Review: Cursor's diff view to review all changes before pushing