The AI Prototyping Playbook
The AI Prototyping Playbook
Stop starting from scratch. Build, validate, and launch ideas at the speed of thought.
The AI Prototyping Playbook is your comprehensive guide to mastering the modern AI tech stack. Whether you are a Product Manager, Solopreneur, or Developer, this collection of step-by-step guides empowers you to bypass traditional development bottlenecks and turn high-level concepts into functional applications in minutes.
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π Zero-to-One Blueprints:Β Learn how to useΒ Bolt.new, ReplitΒ to turn napkin sketches and screenshots into interactive web prototypes instantly.
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π¨ No-Designer UI Kits:Β MasterΒ v0Β to generate professional, cohesive design systems and polished interfaces using simple natural language.
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π€ Custom AI Copilots:Β Stop generic hallucinations. Learn to feed custom API documentation intoΒ CursorΒ to build context-aware coding assistants.
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ποΈ Full-Stack Made Simple:Β Connect the dots between frontend and backend. Follow guides to deploy real databases and auth withΒ SupabaseΒ andΒ Clerk.
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β Production-Ready Code:Β Don't just build demos. Learn to implementΒ SentryΒ error monitoring andΒ PlaywrightΒ testing suites to ship with confidence.
Shop The Full Collection
From Idea to Interactive App in Minutes
English is the new programming language. Learn to direct AI agents and ship functional products at the speed of thought.
Stop waiting months for developers. Stop paying agencies $20k for an MVP. This tactical playbook teaches you to transform abstract ideas into deployed applications β using nothing but natural language and the right AI tools.
Building Software Was Never Meant for You
The traditional path to launching a product was designed to keep non-developers out. Until now.
The $20,000 MVP
The Technical Co-founder Hunt
The Bootcamp Fantasy
The Figma Graveyard
The Translation Layer Has Been Solved
AI didn't just make coding easier. It made coding optional.
The Old Paradigm
The New Paradigm
This playbook teaches you to operate on the right side. In 35 guided builds, you'll go from "I have an idea" to "I deployed it this morning."
Start the JourneyPrompt-Driven Development (PDD)
A prompt is not a question. It's a compilation unit. Learn to write prompts that AI can execute with precision.
THE PDD CYCLE
Context Loading
Seed AI with architecture. You don't just say "Build a button." You say: "I'm building a React app for a medical clinic. Using Shadcn UI, build a primary button..."
Iterative Scaffolding
Break builds into steps. Never build the whole app in one prompt. Prompt 1: Architecture. Prompt 2: Database. Prompt 3: UI. Prompt 4: Logic.
Natural Language Refactoring
Don't manually edit code. Prompt for changes: "Refactor this component to use a grid layout instead of flex on mobile screens." Let AI handle syntax.
Validation First
Run & test immediately. AI code is "guilty until proven innocent." Test each generation before adding more. Catch hallucinations early.
Context Loading Example
35 Projects. All Functional. All Deployable.
Not "hello world" tutorials. Real applications you'll actually use β or ship to clients.
UI & Prototyping
9 guidesScreenshot to App
Bolt.new
Figma to Code
Builder.io
Custom UI Kit
v0 by Vercel
Full-Stack Applications
9 guidesHabit Tracker
Supabase + Auth
Booking Platform
Stripe + Calendar
Real-time Chat
Socket.io + React
5 Chapters. Zero to Shipped.
A progressive path from "What's an API?" to "I deployed three apps this week."
UI & Visual Prototyping
The fastest path from idea to visual.
Turn screenshots into interactive apps. Convert Figma designs to production code. Generate component libraries from descriptions. Build animations that feel professional.
Project & Component Architecture
Set the foundation before you build.
Generate PRDs that AI can execute. Establish coding rules in Cursor. Scaffold full-stack Next.js apps in minutes. Manage repos without command line.
Core Application Logic
Make it actually work.
Implement secure auth with Clerk. Connect to databases with Supabase. Build forms with validation. Integrate headless CMS for content.
Advanced Integrations
Connect to the outside world.
Stripe payments. Google Maps. Email notifications. Calendar scheduling. Push notifications. Full-text search.
Production & Deployment
Ship with confidence.
Automated E2E testing. Error monitoring. Vercel deployment. The polish that makes amateur apps feel professional.
Your Complete AI Prototyping Toolkit
The playbook teaches you to fish. The toolkit gives you a fully stocked tackle box.
35 Step-by-Step Guides
From 15-minute quick wins to 90-minute deep dives. Every guide follows the proven structure: Setup β Prompt β Validate β Polish.
150+ Prompt Library
Battle-tested prompts that work with Claude, GPT-4o, and Cursor. Architectural prompts, component prompts, debug prompts, refinement prompts β all copy-paste ready.
Tech Stack Primers
You don't need to be an expert in Supabase, Clerk, or Stripe β but you should understand what they do. Brief, practical primers on every tool in the modern stack.
Troubleshooting Repository
AI isn't perfect. When it hallucinates imports or generates version mismatches, this repository has the fixes. Real problems, real solutions.
Best Practices Guide
Security notes for API keys. Performance patterns. UX insights. The knowledge senior developers have that juniors don't.
TECH STACK COVERED
Frontend
- React
- Next.js
- Tailwind CSS
- Shadcn UI
- Vite
Backend
- Supabase
- Firebase
- Airtable
AI Tools
- Cursor
- v0
- Lovable
- Bolt.new
- Replit AI
Services
- Clerk
- Stripe
- Cloudinary
- SendGrid
- Algolia
Built for Builders Who Ship
Non-Technical Founder
"I have a SaaS idea but hiring a dev agency costs $20k+ and takes months."
Build your own MVP. Validate with real users. Start generating revenue before competitors even finish their mockups.
Product Manager
"I need to validate features but static mockups don't cut it anymore."
Ship functional prototypes that users can actually interact with. Get real feedback, not theoretical opinions.
Designer
"I can design it in Figma but the gap between design and code feels impossible."
Bridge the gap. Turn your designs into working applications. Become the designer who ships, not just presents.
Developer
"I spend too much time on boilerplate and scaffolding instead of actual features."
10x your speed. Let AI handle the repetitive work while you focus on architecture and business logic.
Don't see yourself here? If you've ever thought "I wish I could just build this myself," this playbook is for you.
This Playbook is NOT For You If...
You want to become a professional software engineer
β This teaches rapid prototyping, not computer science fundamentals
You expect AI to do everything while you do nothing
β You still need to think, direct, and validate. AI is a tool, not magic
You're looking for a "get rich quick" scheme
β Building products takes effort. This just makes the technical part faster
You need pixel-perfect control over every line of code
β AI prototyping is about speed and iteration, not micromanagement
Still here? Good. You understand that this is about building real things, fast β not shortcuts to nowhere.
Let's go.
Everything You're Wondering
Your Ideas Deserve to Exist
Every day you spend waiting for the "right" technical partner is a day your idea gets stale. Every concept you shelve because "you're not technical" is potential left on the table. Every competitor using AI to ship faster is pulling ahead.
The tools are here. The methodology is proven. The only thing missing is your decision to start.
Instant access β’ Lifetime updates β’ Start building in minutes
"This playbook is a collection of the workflows I use to build and test ideas in hours, not months. It empowers product creators to build, validate, and launch ideas at the speed of thought."