The workflow I wish I had when I started building MVPs I use it to...

I use it to plan, design, build, and ship full MVPs in 5–6 weeks.
After 18 builds, here’s the exact system that works.
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Before we build, we plan, fast.
My stack:
- ChatGPT to brainstorm features with the client
- @CodeGuideDev to auto-generate the PRD + technical docs
- MoSCoW Method to define what’s truly essential
This gives us:
- A clear feature list
- A lean scope
- Zero ambiguity
UX Pilot gives me working screen flows from just a prompt.
Why I use it:
- Faster than dragging UI blocks manually
- Prompt to UI in minutes
- Gives clients something visual in hours, not days
It’s like an AI-powered product designer.
Bolt is where I build functional UIs with zero boilerplate.
It lets me:
- Generate screens with auth, forms, routing
- Connect real data and backend logic
- Preview instantly on mobile and web
By Week 1, the product already works.
Once Bolt sets the base, I move into Cursor for refinement.
Cursor helps me:
- Flexibility to code manually
- Add complex logic, API calls, backend workflows
- Refactor everything with context awareness
It’s like pairing with a 10x junior dev.
Model Context Protocol connects Cursor to Supabase live.
With it, I can:
- Generate and apply migrations
- Sync models to the codebase
- Update schemas without writing SQL
No more copy-pasting DB changes.
This is my go-to stack for:
- Secure auth (Magic Links, OAuth)
- Row Level Security for user-specific data
- Postgres with scaling baked in
- Edge Functions + storage
Production-ready backend, no setup hell.
Here’s my pre-launch checklist:
- Enable RLS on every table
- Add rate limiting with Vercel Middleware
- CAPTCHA on auth forms
- Hide all secrets in env vars
- Server-side validation for all input
Build fast but build safe.
No CI/CD headaches. Just GitHub sync and go.
Vercel gives me:
- Instant global deploys
- Serverless backend support
- Automatic previews for every PR
My MVPs are live by Week 5, always.
- 18 MVPs shipped in 6 months
- $18K/month agency
- Helped founders validate ideas without spending $10K–$20K upfront
This system just works.
You don’t need more time.
You need the right tools, in the right order.
Here’s mine:
- ChatGPT + CodeGuide = Plan
- UX Pilot + Bolt = Design + Build
- Cursor + MCP = Refine the MVP
- Supabase + Vercel = Backend + Deploy
This is Vibe Coding.
Learn it and you’ll ship faster than 99% of devs.
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