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GPT‑4o Image Bootcamp
Turn Your Idea Into A Real App Using Only AI
A proven framework to go from idea to working product in less than two weeks, without writing code.
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Join 4,211 builders building apps with AI and without a developer or designer.
Your Builder
Pat Walls

Pat Walls

Pat will be your instructor. He's the founder of Starter Story, built & shipped 30+ projects, studied thousands of successful apps.

The Shift

Most people think building an app requires coding and deep technical skills.

It doesn't.
With the right approach, AI can build the app for you — you just need to know how to guide it.
That's why we created GPT‑4o Image Bootcamp — a two-week sprint where you'll:
  • Learn how to leverage AI tools to do anything you want
  • Learn how to think like a developer, designer, and entrepreneur
  • Ship a real, working product
all alongside a group of others.

Take Action

Focus, execute, repeat, win.

GPT‑4o Image Bootcamp is NOT about some hack. It is about DOING.
Most beginners waste months stuck on technical roadblocks, tweaking buttons, and second-guessing themselves.
The founders that make money focus on building and shipping.
Lovable makes that possible—without needing to master code first.
In just two weeks, you'll go from idea to a real app, faster than ever.
And you won't be doing it alone. You'll be part of a group of founders, all sharing feedback, insights, and support every step of the way.

The Framework

Master The Art (& Science) Of Building with AI

Instead of wasting time on tutorials that show you how to build a random app you'll never use, this sprint teaches you how to think like a developer and actually use AI tools to build real, working products.
What You'll Learn
AI-First Building: How to talk to AI so it builds the app for you.
Scale Without Coding: The documentation-first approach that saves you weeks of trial and error.
Design Like a Pro: Use design libraries and templates to make your app look legit.
Debugging Made Easy: Problem-solving techniques so you're never stuck.
GPT‑4o Image Bootcamp gives you a clear framework to focus on the right things, get real feedback, and stay accountable.
Learn in-demand AI tools
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Lovable
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Supabase
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Cursor
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React Native
Build anything
Once you learn these skills, the sky is the limit. Imagine being able to build anything!

The Operating System

This is way more than a course

We've custom built an operating system to help you stay focused, track your progress, and hit your milestones.
From deep work sessions to live metrics shared with the group, it's designed to keep you accountable and moving forward every single day.
Deep Work

Deep Work

Every day, you will intentionally start deep work sessions, you'll have confidence that you're working on the right things, and you'll have a daily plan of attack waiting for you.

Accountability

Accountability

Momentum is everything. That's why we've built in accountability measures to ensure you show up every day—even if it's just 30 minutes.

Metrics & Tracking

Metrics & Tracking

Our scorecard keeps your progress visible to the group, giving you that extra push to keep those numbers climbing every day.

Feedback

Feedback

Join weekly office hours with Pat, get feedback from successful founders, and feel clarity and confidence to move your ideas forward.

Syllabus

Syllabus

14 units • 42 lessons • 5 tools • 1 launched product
  • 1

    Introduction

    Welcome To The Bootcamp! Watch This First
    Introduction To The Program & Cursor
    Register For Office Hours

  • 2

    Day 1: Idea & Planning

    How To Come Up With a 'Fun + Fast' Idea
    1nil Starter Ideas You Can Build (Optional)
    Commit To Your Idea & Share It!

  • 3

    Day 2: Project Setup

    Create Your Rails Project & Hello Vibe Coder
    Setting Up GitHub Repo & Cursor Workspace
    Let's Deploy To A Real Working Website
    Let's Make A Mistake

  • 4

    Day 3: Rails Basics Crash Course

    Introduction To MVC
    Intro to Controllers, Models, Views
    Building Your First Basic Route + Page
    Set Up Authentication (Devise)

  • 5

    Day 4: Build Your Core Feature

    Connect To The GPT-4o Image API
    Uploading Inputs & Displaying Results
    Save Results To Postgres Database

  • 6

    Day 5: Background Jobs & API Handling

    Set Up Sidekiq + Redis
    Create Background Jobs To Handle OpenAI Requests
    Handling Errors Gracefully

  • 7

    Day 6: Debugging & Problem Solving

    How To Solve Common Rails + API Problems
    Bonus: 'First Principles' Debugging for New Devs

  • 8

    Day 7 & 8: Design & Polish

    Rails Frontend Basics (Tailwind + Hotwire)
    Improve Your UI/UX
    Upload a Logo, Make A Landing Page

  • 9

    Day 9: Go Live

    Deploy Rails App to Heroku
    Set Up Environment Variables Correctly (OpenAI keys, etc.)
    Configure Devise Authentication Properly In Production

  • 10

    Day 10: Spread The Word

    Set Up Basic SEO & Open Graph Tags
    Add Analytics (PostHog or Plausible)
    Post Your App Online (Twitter, LinkedIn, Indie Hackers, etc.)

  • 11

    Day 11: Monetization & Scaling (Optional)

    Adding Stripe Payments (Simple Version)
    Limiting Free Usage / Adding Paywalls
    Handling Growth & API Limits

  • 12

    Day 12: Advanced Customizations

    Integrating Other APIs
    Advanced Background Jobs (Chained Jobs, etc.)
    Scaling Heroku App (Intro)

  • 13

    13. The Home Stretch

    Fill Out Survey + Celebrate! 🎉
    "Roast My MVP" Session (Get Feedback From Others)

  • 14

    14. Bonus Track (For The Hardcore)

    Ship 1 Feature A Day
    Post Daily Progress In Group Chat
    Push Yourself Past MVP

Testimonials

Word on the street

Here's what people are saying about their experience
Lazar Jovanovic
Lazar Jovanovic

I made more progress in the last 35 days than in 35 years prior. I went from having 100 ideas and 0 execution, to 1 idea and 100% ship fast mentality. I owe it all to a few moments of encouragement that I never got before, not for the lack of skill, but for the lack of trying. Don't wait. Start tonight. LFG!!!

Kyle Kelly
Kyle Kelly

I achieved my goal of launching. And I've never come this close. Deep work feels like it's a part of how I operate now. And I love it. I would wake up every morning at 4am, log into starter story and get my deep work in, I hit the gym at 6am PST, and I've already won the day no matter what happens after that. Grateful.

Rahul Kahani
Rahul Kahani

This got me moving forward on things I wish I started 3-4 months ago. Thank you!

Benjamin Beverly

Being part of the AI Build Accelerator has been an amazing experience. I came in eager to dive into AI's latest capabilities, and I left with a fully launched project. Big thanks to Lazar and the Starter Story community for their support and for keeping all of us on track!

Bryan Teare
Bryan Teare

If you’ve seen all the hype about AI but have no idea where or how to get started, this program is for you. Not only is the content helpful and easy to follow, but there are so many built-in features to help you make progress - from countdown timers to dripped milestones, leaderboards, and prizes. All online courses should be delivered like this. If you're thinking about it, do it. You won't regret it.

Emad Ghaly

Great course to learn to build An AI-powered web app in one week

AI Apps Academy
Amy Porter

This program is unique. You MUST do deep work. You are guided, week by week. It’s so great to finally get an outline that works, that doesn't give you time to get caught up in nonsense, and just prioritizes your time and efforts.

Johnson Ha

Great community, amazing members, and an accountability platform that ensures that each cohort is focused on shipping, building and growing a business idea.

James Newman

Would highly recommend joining if you're still on the fence about it. You will ship something and you will be pushed to do it. Stop overthinking it, and send it!

Joshua Sinclair

We didn't just learn the theory, we put everything into practice through real-world projects. The accelerator was challenging but well-paced, highly recommend.

GPT‑4o Image Bootcamp In a Nutshell

  • 2-week live online accelerator
  • Access our operating system where you'll learn the growth framework, log deep work, take daily action, and track your progress.
  • Access to our private member Slack community (2,000+ members)
  • Price is $549, which includes lifetime access to all course materials.

FAQ

Frequently Asked Questions

Who is this program for?
Do I need to be a Starter Story member to take part?
Are you ready to commit to building?
The GPT‑4o Image Bootcamp starts on May 06, 2025.
Enrollment closes in 00 days , 00 hours , 00 minutes , and 00 seconds .
Enrollment closes soon!