AI App Bootcamp

AI App Bootcamp is a build-first accelerator that guides you from an initial AI app idea to a deployed, functional product using structured workflows and modern AI tools. You clarify and scope your concept, collaborate with AI coding assistants to create the core application, integrate essential features like payments and user workflows, and learn practical deployment and iteration methods. By the end of AI App Bootcamp, you have shipped a real AI-powered app and developed a repeatable framework for turning future ideas into working products.

Created by Pat Walls
Last updated 09/2026
English
$79.00
$1,499.00
95% off
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Full Lifetime Access

What you'll learn

Turn an app idea into a scoped, realistic AI-first product concept.
Use AI tools and no-code or low-code platforms to build functional web apps.
Apply AI-first building workflows using tools like Lovable, Claude Code, and Vercel.
Integrate AI features such as text generation, automation, and data processing into apps.
Validate, iterate, and simplify app ideas to ship quickly without perfectionism.
Deploy AI-powered applications, connect payments, and prepare for real users.
Structure focused work blocks and accountability systems to consistently ship products.
Document, debug, and improve AI-driven apps based on real feedback.

This course includes:

7.02 hours on-demand video
29 videos
42 documents
1.9 GB downloadable resources
Access on mobile and PC
Instant access after payment

Course content

Expand all sections
  • 01-Onboarding- Welcome To The AI Build Bootcamp
    06:12
  • 01-Onboarding- Welcome To The AI Build Bootcamp
    02:48
  • 02-Onboarding- Join The Slack
    03:58
  • 02-Onboarding- Join The Slack
    01:56
  • 01-12 Day AI Bootcamp
    01:00
  • 01-AI Bootcamp Breakdown
    05:00
  • 01-Introduction To The Program Lovable
    01:00
  • 01-Introduction To The Program Lovable
    08:40
  • 02-Lovable UI Updates Walkthrough
    08:58
  • 02-Lovable UI Updates Walkthrough
    02:15
  • 02-Lovable UI Updates Walkthrough pdf
    02:36
  • 03-Bonus Lesson - Explore My AI Library
    01:00
  • 03-Bonus Lesson - Explore My AI Library
    10:04
  • 04-AI Bootcamp
    01:46
  • 01-How To Come Up With Ideas For Your Project
    01:00
  • 01-How To Come Up With Ideas For Your Project
    12:22
  • 02-1M B2C APPS
    05:00
  • 02-Bonus Lesson- Finding 1M B2C Apps Live Session Recording Google Doc
    1:13:27
  • 02-Bonus Lesson Finding 1M B2C Apps Live Session Recording Google Doc
    01:00
  • 03-Bonus Lesson - Find 11 validated ideas with Base Prompts
    01:00
  • 03-Bonus Lesson - Find 11 validated ideas with Base Prompts
    06:41
  • 04-Commit To Idea Share It With The Group
    03:00
  • 01-CTO Prompt
    01:00
  • 01-CTO Prompt [Day 2 Accelerator]
    05:00
  • 01-Create Project Documentation Set Up Project
    01:00
  • 01-Create Project Documentation Set Up Project
    15:20
  • 02-Bonus Lesson - Full project documentation in a few clicks
    01:00
  • 02-Bonus Lesson - Full project documentation in a few clicks
    15:20
  • 01-Base Prompt Phase 2
    05:00
  • 01-Building Your Plan
    01:00
  • 01-Building Your Plan
    14:22
  • 01-Building The Core Function Of The Web App
    10:05
  • 01-Building The Core Function Of The Web App
    04:36
  • 02-Integrating OpenAI API into Your App
    01:00
  • 02-Integrating OpenAI API into Your App
    16:32
  • 01-Learn How To Solve Basic Issues
    01:00
  • 01-Learn How To Solve Basic Issues
    15:11
  • 02-Bonus Lesson - Use the 4x4 Bug Fixing Framework
    01:00
  • 02-Bonus Lesson - Use the 4x4 Bug Fixing Framework
    23:35
  • 01-Advanced Bug Fixing Wrapping Up Project Functionality
    01:00
  • 01-Advanced Bug Fixing Wrapping Up Project Functionality
    11:54
  • 02-Progress Checkpoint - Lets see where youre at
    01:00
  • 02-Progress Checkpoint - Lets see where youre at
    03:16
  • 01-Watch this before you continue
    05:10
  • 01-Watch this before you continue
    03:51
  • 02-Design Polish
    19:31
  • 02-Design Polish
    05:00
  • 01-Setting Up Resend
    01:00
  • 01-Setting Up Resend
    07:08
  • 01-Deploy Your Project To Vercel Fix Auth Settings
    01:00
  • 01-Deploy Your Project To Vercel Fix Auth Settings
    04:35
  • 01-Fix your project SEO settings
    01:00
  • 01-Fix your project SEO settings
    06:19
  • 02-Adding Analytics and Updating your Branding
    01:00
  • 02-Adding Analytics and Updating your Branding
    04:27
  • 03-Shifting Gears Shifting Mindset
    01:00
  • 03-Shifting Gears Shifting Mindset
    07:37
  • 01-Next Steps In Your Projects Journey
    01:00
  • 01-Next Steps In Your Projects Journey
    07:21
  • 01-Stripe Integration-20250929T043442Z-1-001
    01:00
  • 01-Stripe Integration [Full Walkthrough with Bug Fixing]
    01:00
  • 01-Stripe Integration [Full Walkthrough with Bug Fixing]
    1:12:37
  • 01-Stripe Integration document
    05:00
  • 01-Stripe_md File
    05:00
  • 01-stripe_steps_md
    01:00
  • 02-Integrating APIs and Payment Systems
    01:00
  • 02-Integrating APIs and Payment Systems
    19:33
  • 01-Fill Out Survey Get Your Custom Hat
    01:00
  • 02-I LAUNCHED MY PROJECT
    02:21
  • 03-How To Get Feedback - Google Docs - 9 September 2024
    04:19
  • 03-How To Get Feedback - Google Docs - 9 September 2024
    02:23
  • 03-Roast My MVP
    06:36
  • tscourses
    01:00

Requirements

  • A computer with reliable internet access to use AI tools and development platforms.
  • Basic familiarity with web applications or digital products is helpful but not required.
  • Willingness to learn through experimentation and follow structured daily workflows.
  • Commitment to a focused implementation period to build and ship a real app.
  • Comfort using modern AI tools such as chat-based coding assistants or app builders.
  • Interest in building AI-powered products rather than just learning abstract theory.

Description

AI App Bootcamp is a structured, build-first program designed to help you move from a vague app idea to a working AI-powered product in a short, intense implementation period. The learning journey is organized around a clear progression: understanding what you want to build, translating that idea into a simple, shippable scope, using AI tools to create the first version of your app, and finally deploying, refining, and preparing the product for real users.

You begin by clarifying your goals and defining an AI-first app concept. Early sessions focus on framing your idea in practical terms: what problem you are solving, who needs the solution, and what a minimal useful version of the product looks like. Rather than starting with code or technical details, you learn to think like a builder who uses AI as leverage. You work through exercises that help you cut away unnecessary complexity, identify the core workflow your app must support, and choose a simple path to implement that workflow with AI tools.

Once the concept is defined, you move into scoping and planning. Here, the bootcamp introduces the idea of shipping fast and simple. You learn how to break your product into small, self-contained features and how to prioritize only what is essential for a first release. This phase introduces structured planning methods and daily schedules that keep your work focused. You practice writing clear specifications for your app using natural language, then turning those specifications into tasks that AI tools can help you implement. By the end of this stage, you have a concise, realistic plan for a first version of your AI app.

The next phase is hands-on building with AI. Rather than relying on traditional coding from scratch, you learn to use AI coding assistants and AI-enabled builders such as Claude Code and Lovable to generate, refine, and debug application code. You see how to set up a basic web app using modern frameworks and hosting services, then how to integrate AI capabilities like text generation, data processing, or automation through APIs. The workflow is highly iterative: you prompt AI tools with clear instructions, review the outputs, adjust your prompts, and gradually assemble a functional application. Throughout this period, the emphasis is on learning a repeatable method for collaborating with AI, not memorizing syntax.

As your app takes shape, you move into integrating essential product features. You learn how to add simple user interfaces, structure navigation, and connect forms or inputs to AI-driven backends. The bootcamp guides you through connecting payment processing or basic monetization features so your app can support real customers from day one. You also explore how to implement data storage, user accounts, or basic analytics using AI-generated code and standard services. The goal at this stage is to turn a functional prototype into a coherent product that people can actually use.

Deployment and operations form the next major step in the journey. You learn how to deploy your app using modern hosting platforms such as Vercel and how to configure environments, domains, and basic reliability settings. The bootcamp walks through common deployment issues and shows you how to use AI tools to diagnose and fix problems. You gain practical experience in pushing new versions, rolling back changes when needed, and keeping your app stable as you iterate. This phase reinforces the idea that shipping is a continuous process, not a one-time milestone.

Alongside the technical implementation, AI App Bootcamp emphasizes structured work habits and accountability. You are introduced to a deep-work oriented schedule that divides your time into focused build sessions, review periods, and reflection blocks. You learn how to plan each day so that you consistently make progress, even when you have limited hours available. The program shows how to use checklists, simple tracking systems, and group support structures to stay aligned with your goals. By following this framework, you practice building momentum and reducing the tendency to overthink or endlessly tweak your app.

Another important part of the curriculum is iteration and feedback. Once your app is live, you learn how to gather early user reactions, interpret what matters, and turn those insights into concrete improvements. You see how AI tools can help you analyze feedback, propose new features, and even draft interface changes or copy updates. The process teaches you to treat your app as a living product: you make small updates, validate them quickly, and avoid large, risky changes. Over time, this approach helps you develop confidence in maintaining and evolving an AI-powered application.

Throughout the bootcamp, you build a personal toolkit of prompts, workflows, and implementation patterns that you can reuse for future projects. You learn how to design prompts for coding assistants, how to describe app features in a way that produces reliable output, and how to troubleshoot when AI-generated code does not work as expected. You also gain a clearer understanding of which tasks are better suited to AI automation and which require your own judgment. By the end of the program, you are able to move from idea to deployed AI app using a structured, repeatable method.

The final stage consolidates everything you have learned into a comprehensive review of your app and your process. You reflect on how you scoped your idea, how you collaborated with AI tools, how you handled deployment and iteration, and where your workflow can be improved for the next project. You document the core architecture and key decisions behind your app so you can hand it off, extend it, or rebuild it more easily in the future. Leaving the bootcamp, you carry both a live AI-powered product and a clear framework for building additional apps using AI-first methodologies.

Who this course is for:

AI App Bootcamp is ideal for aspiring founders, creators, and professionals who want to build and ship AI-powered apps without relying on traditional coding expertise. It suits non-technical builders who are comfortable experimenting with AI tools, as well as those with some technical background who want a faster, more structured way to move from idea to deployed product. AI App Bootcamp is also a strong fit for people who value accountability, clear workflows, and a practical, implementation-focused approach to learning.

Instructor

Pat Walls
Founder and product builder
Pat Walls

About Me

I started my journey building digital products long before AI tools became mainstream, experimenting with different business models and learning how to ship quickly in real-world conditions. Over time, I became deeply interested in the intersection between technology, storytelling, and the discipline required to consistently bring ideas to life. My work has taken me through bootstrapped projects, larger platforms, and countless small experiments, each teaching me something about focus, simplicity, and the importance of momentum.

I think of myself first and foremost as a builder. I am drawn to systems, workflows, and the practical side of turning concepts into something people can use. Rather than chasing perfection, I try to design processes that make it easier to take small, concrete steps every day. My experience with multiple apps and products has shaped how I approach challenges: break them down, remove unnecessary complexity, and rely on tools that amplify my ability to execute.

In recent years, I have leaned heavily into AI-assisted development and AI-first thinking. I use AI tools to help with coding, content, decision-making, and exploration, but I stay grounded in clear principles about what matters in a product. I value clarity, honest feedback, and the willingness to iterate publicly. My work reflects a belief that anyone can learn to build if they have a structured path, consistent habits, and a mindset oriented around shipping rather than endless planning.

Above all, I care about creating environments where building feels accessible. I focus on frameworks that reduce friction, encourage deep work, and make it easier to see progress. My background across many different products allows me to draw from a wide range of experiences, but my approach remains simple: start small, stay accountable, and use the best tools available to move ideas into reality.

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