The problem with AI tools
Everyone's using AI coding tools now. The problem isn't access, it's chaos. You're switching between ChatGPT, Claude, Copilot, Cursor, v0, and Bolt for different tasks with no system. You paste the same context five times. You get conflicting suggestions. You spend more time wrangling AI than writing code.
This workflow gives every AI tool a specific role. No overlap, no confusion, no context-switching tax.
The Workflow
Plan with Claude. Spec & Architecture
Before you write a single line of code, spend 30-60 minutes in Claude. This is your thinking partner, not your code monkey. Use it to:
- Define the spec, describe your idea, let Claude challenge it, narrow the scope
- Design the architecture, database schema, API routes, data flow, component tree
- Identify the risks, what's the hardest part? What might you get stuck on?
- Write the PRD, a 1-page product requirements doc you'll reference throughout
Claude's strength is long-form reasoning and conversation. Don't ask it to generate files, ask it to think with you.
Prototype UI with v0 or Bolt
Take your spec and generate the UI. This isn't about perfect code, it's about seeing your idea visually in 30 minutes instead of 3 hours.
- v0 (Vercel), generates React + Tailwind components. Best for individual UI components and pages. The code is clean and production-usable.
- Bolt (StackBlitz), generates full applications in-browser. Best when you want a working prototype with routing, state, and multiple pages.
Paste your Claude spec into the prompt. Iterate 2-3 times on the design. Download the components you like. Throw away the rest.
Build with Cursor. Full Codebase Context
Now you're in the real code editor. Cursor is your main builder because it understands your entire project, not just the file you're looking at. Here's how to use it well:
- Add your Claude spec as a file, put `SPEC.md` in your project root. Cursor reads it for context.
- Use Composer mode for multi-file changes, "add authentication to the app" and it edits routes, middleware, and components together
- Use Chat mode for questions, "why is this API route returning 500?" with full project awareness
- Use Cmd+K for inline edits, highlight code, describe the change, done
This is where 80% of your coding time goes. Cursor replaces GPT-in-a-browser because it has your codebase, not just a chat window.
Copilot for In-Line Suggestions
While Cursor handles big tasks, Copilot handles the small ones. It lives in your editor and autocompletes as you type. Think of it as predictive text for code:
- Writing repetitive code, map functions, type definitions, test cases
- Completing patterns, start a function, Copilot finishes it based on the pattern
- Import statements, it knows what you need before you type it
- Boilerplate. API handlers, form validation, config files
Copilot + Cursor work together. Cursor is the architect; Copilot is the fast typist. Use both.
When to Use Which. The Honest Comparison
Here's the cheat sheet. Bookmark this.
| Task | Best Tool | Why |
|---|---|---|
| Planning & spec writing | Claude | Best reasoning, long conversations |
| Architecture decisions | Claude | Can weigh tradeoffs, challenge assumptions |
| UI prototyping | v0 / Bolt | Visual output in minutes, real React code |
| Building features | Cursor | Full codebase context, multi-file edits |
| Refactoring | Cursor | Understands dependencies across files |
| Writing tests | Cursor + Copilot | Cursor for strategy, Copilot for speed |
| Inline autocomplete | Copilot | Fastest, least friction, always-on |
| Debugging errors | Cursor | Can see the full error context + codebase |
| Learning a new API | Claude | Explains concepts, not just syntax |
| One-off scripts | Claude / ChatGPT | Don't need project context for quick scripts |
💡 Pro tip: Don't use AI to generate code you don't understand. If you can't review what it wrote, you can't debug it when it breaks. Use AI to go faster on things you could do yourself, not to skip learning.
Total cost for this workflow
- Claude: Free tier or $20/mo for Pro
- v0: Free tier for basic usage
- Cursor: Free tier or $20/mo for Pro
- GitHub Copilot: $10/mo (free for students)
Total: $0-$50/month for an AI-powered development setup that actually has a system.
See the full building stack
This workflow fits into our recommended tool stack for builders.
View Building Stack →