AI Afterhours

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August 2025

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Mar2026

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Want to use AI app generator tool to create a new product for your side hustle but don't know where to start? This $100K AI Product Idea Guide guides you through our approach for the finding the best product idea for the problems and new Ai capabilities TODAY! Includes 50+ specific problem areas and solution ideas that you can choose from for your product inspiration today.

The $100K AI Product Idea Guide

Welcome to the wild west of AI-assisted app development, where your digital assistant might just be plotting against you. This guide breaks down the six most common pitfalls that turn vibe coding from a dream into a debugging nightmare, from how to detect them when they happen, why they're happening, how to avoid them or work around them.&nbsp;

The Vibe Coding Survival Guide: 6 Common Pitfalls -- When, Why, and How to Survive

Want to vibe code a new product for your side hustle but don't know where to start? This $100K AI Product Idea Guide guides you through our approach for the finding the best product idea for the problems and new Ai capabilities TODAY! Includes 50+ specific problem areas and solution ideas that you can choose from for your product inspiration today.

Startup founders building new businesses, from MVP to scale.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

Using AI tools like Cursor, Replit, and Lovable to build and ship functional software without a traditional engineering background.

The tools to build your own AI apps are here. Are you using them?

Head of AI and Ex-Chief Product Officer

Yuying Chen-Wynn

Head of AI and Former Chief Product Officer. Cohost of AI Afterhours Podcast.

AI Builder In a Day: Claude

Principal Project Manager

Broad professional audience — content relevant across many roles and functions.

Marketers who drive brand awareness, customer acquisition, and growth across channels.

Building prototypes and MVPs to test ideas quickly before committing to full development.

Using AI coding assistants and tools to write, review, and ship code faster.

Can "Vibe coding" really get you a job, make money as a side hustle, or just impress your friends? Find out in one weekend what's possible.

Vibe Coding Weekend Bootcamp: The Potential and The Limitations

Founder

Fractional CPO / CXO

VP, Group Experience Leader

Senior Product Manager

Product & Organizational Strategy Advisor

Product & Experience Leader

Director, Product Management Consumer Experience 

Vice President

Microsoft

Section

This isn’t just another vibe coding tutorial. This is a weekend bootcamp designed to help you cut through the hype and BS around AI-generated apps and platforms and get the realities of the amazing potential and the limitations of AI-generated apps. You’ll go hands-on with the top tools, see where they shine (and where they fail), and build your own mini project to test what's real.Whether you’re a busy professional, side hustler, or just AI-curious, this crash course gives you the clarity to decide: Should you go all in on vibe coding—or walk away smarter than most?Expect demos, break-it-to-learn-it moments, 1:1 help, and zero fluff. You’ll leave knowing what these tools can really do—and whether they’re right for you.

Go from FOMO to clarity on AI app "vibe coding" tools—in one honest weekend.

Build an app in a single weekend

Understand what you can and can't build with Vibe Coding tools, yet

A working internet connection and at least one functional browser tab NOT behind a secured IP. If you can't play, this won't be fun.

Access to AI Tools (free)

A curiosity about AI app tools—and a willingness to let go of the dream that you too will vibe-code a startup and get acquired for $30M.

Curiosity and no BS

Busy professionals who keep hearing about AI app tools but don’t have time to chase hype.

Tech-adjacent folks (marketing, ops, content) who want to build something—but don’t code and aren’t sure where to start.

Side hustlers and freelancers curious if vibe coding can actually lead to usable apps—or money.

Break out of meetings and into the market with your AI product in 90 days. No technical background required! 

Massachusetts Institute of Technology

CohnReznick

PEAK6

Head of AI and Former Chief Product Officer in Tech, FinTech, EdTech.

CEO of AI Career Boost, Ex-Alexa

Amazon

Polly Allen

CEO and Founder of AI Career Boost, Former Principal PM at Amazon Alexa

Stop Watching Others Build Your Dream While You're Stuck in Meetings.This is for you if you're tired of:- Scrolling LinkedIn seeing "solopreneurs" announce six-figure AI launches- Being trapped in toxic work culture and meaningless meetings- Having great AI ideas but zero clue how to build them- Watching the window close while others cash in on the AI gold rush ...and if you want:- An escape plan from the 9-5 grind- To finally prove you can build AND monetize a real product- A clear path to $100K without needing to codeHere's how it will work: Week 1-4: Stop GuessingValidate your idea with investor-grade filters. Know it's worth building before you build it.Week 5-10: Build Without CodeShip your AI product using cutting-edge tools. We'll show you the best ways to drive demand and market WHILE you're building - not afterwards.*No technical background required.*Week 9-12: Launch &amp; EarnGo live, get customers, generate revenue. Real money from real users - and know how you'll support and grow your business long-term. What You Get✅ A live, profitable AI product✅ Proven systems that eliminate guesswork✅ Your escape plan from corporate chaos✅ Community of ambitious builders like you

Validate, build, and launch your six-figure AI product—without quitting your job

From 0 to Launched in 12 Weeks

The Stuck Visionary: You have bold AI ideas but zero time to waste. You’re tired of watching others launch while you’re trapped in meetings

The Strategic Escape Artist: You’re ready to plot your exit—from corporate, from chaos, or just from burnout. You know an AI is the way out

The Builder Without a Dev Team: You see the opportunity in AI but don’t code—and don’t want to. You need a system to ship something real.

Stop Watching Others Build Your Dream While You're Stuck in Meetings. This is for you if you're tired of:- Having a dream AI product idea that you know will succeed but zero clue how to build it- Being trapped in toxic work culture and meaningless meetings- Scrolling LinkedIn seeing "solopreneurs" announce six-figure AI launches- Watching the window close while others cash in on the AI gold rush ...and if you want:- An escape plan from the 9-5 grind- To finally prove you can build AND monetize a real product- Your first AI product revenue by Thanksgiving- A clear path to $100K without needing to code Here's how it will work: Apply with Your Dream AI Product Idea to see if this program is a fit! Weeks 1–2: Build Without Code, Find Your FitStart by matching your product idea to the right no-code and AI tools, then ship your first set of features. Next, design a custom UI for your product while building your public awareness engine—so demand grows while you’re still building. No technical background required.Weeks 3–4: Integrate &amp; ImproveConnect data, AI, and third-party integrations to make your product smarter and more useful. Gather first user feedback and iterate. By Week 4, you’ll debug, maintain, and run additional feedback cycles—ensuring your product is reliable and shaped by real users.Weeks 5–6: Prepare to LaunchIntegrate payments so you can start earning from day one, and map out your distribution strategy. Then lock down security and get your product deployment-ready, so you can confidently scale without worrying about breaking.Weeks 7–8: Test, Launch &amp; GrowBeta test with real users, refine, and prepare your official launch. In Week 8, you’ll go live, onboard your first paying customers, and plan what’s next—so you know how to support and grow your business long after launch. What You Get✅ A live, profitable AI product✅ Proven systems that eliminate guesswork✅ Your escape plan from corporate chaos✅ Community of ambitious builders like you The Cost of WaitingEvery day you delay = another day someone else takes your market share.Question: Can you afford another year watching others build the life you want? Ready to escape? Join us and get ready to join a group of committed builders on the path to our big LAUNCH PARTY in November!

Build, and launch your six-figure AI product without quitting your job

Course syllabus

Have you spoken to at least 10 potential users? If not, start with our 4-week Escape Veolcity: AI Product Validation Sprint!

A customer-validated AI-powered product idea

You have talked to multiple users who fit your ideal customer profile about your idea and they say "tell me when you launch."

What does 'customer-validated' look like?

Apply, and we'll discuss and help you refine!

Not sure if your product or idea qualifies?

Weekly course content on Mondays; apply and review in our live office hours on Thursdays. Get expert feedback and guidance on next steps as you go!

Mondays & Thursdays

8-week program including:<ul><li>Plan and Start to Build</li><li>Build, add AI, and Iterate</li><li>Integrate, Test &amp; Secure</li><li>Launch &amp; Monetize</li></ul>

October 6 - November 26, 2025

Projects are focused on validation, build, and iteration. All directly contribute to a successful and profitable AI product launch. Expect the final two weeks before launch to require more time spent to ensure a successful launch.

Weekly projects

Course schedule

The Strategic Escape Artist: You’re ready to plot your exit—from corporate, from chaos, or just from burnout. You know an AI is the way out

The Builder Without a Dev Team: You see the opportunity in AI but don’t code—and don’t want to. You need a system to ship something real.

Who is this course for

What you’ll get out of this course

Built and launch production ready AI product with AI tools and no-code platforms—no engineering team required.

From 0 to Launched in 8 weeks

Whether you’re launching softly to a test group or going big on Product Hunt, you’ll walk away with your first real traction.

Launch publicly with confidence

Expert support on tools, UX, prompt design, automation, and AI implementation.

Get personalized coaching to accelerate your build

Know exactly what to do next: scale, automate, partner, or turn it into a lifestyle business—or even raise.

Own a product you can grow, fund, or run as a revenue stream

Turn your AI idea into a $100K product fast—8 weeks of expert build, refine & launch support.

Go from scattered ideas to a confident, AI-powered product concept—without coding, guesswork, or months of wasted time. Here's what you DON'T need:- You don’t need to code.- You don’t need to quit your job.- You don't need to spin your wheels wondering if the extra work you're putting in will be all worth it someday. You just need one good idea—and a proven system to know it’ll work that leverages the latest AI tools. Whether you've been: dreaming of your own AI product company, longing for the security of a profitable AI-powered side-hustle, or just want to dazzle your friends (or yourself!) with what's possible with AI today, this 30-day sprint gives you the clarity, tools, and proof to finally start. NOTE: This course is part of 'Escape Velocity: The 100k AI Product Fast Track', a 12-week program where you'll validate, build and launch an AI product on the path to your first 100k in revenue. Escape Velocity:- Part 1: Code to Cash: Your 100k AI Idea Validation Sprint (4 weeks)- Part 2: Code to Cash: Build and Launch your 100k AI Product (8 weeks) Sign up now for the full Escape Velocity program, or upgrade at any time!

From stuck in meetings to selling your AI idea—validated in 30 days.

Weekly course content on Wednesdays; apply and review in our live office hours on Thursdays. Get expert feedback and guidance on next steps as you go!

Wednesday & Thursday

Lunch time sessions for our APAC students. Core learning session on Thursdays and live office hours on Fridays.

Thursdays & Fridays

Less than 30 days to a bullet-proof plan and path to profit

4 Weeks with Capstone Presentation

Clear frameworks to follow to validate and refine your idea with your potential customers - while making sure your product idea is feasible with the latest AI tools and tech.

Weekly Projects

The Stuck Visionary: You have bold AI ideas but zero time to waste. You’re tired of watching others launch while you’re trapped in meetings

Pinpoint an AI product idea with real market potential, rooted in your strengths and unfair advantage

Validate it fast using AI tools—think landing pages, waitlists, and demos—without writing a line of code

Refine and evolve your idea through smart testing, then leave with a clear plan and timeline to build, pre-sell, or fund your MVP

Cut through the hype to focus on what actually works—so you don’t waste time chasing shiny AI distractions

Nail your first profitable AI product idea in 30 days—before you waste 6 months on the wrong one.

Joel Di Trapani

How AI Solopreneurs Build $100K Products (Live Showcase)

How to Find Your $100K a Year AI Product Idea in 45 minutes

Unlock Your $100K AI Product Idea

The 3 Reasons Your AI App Isn’t Getting To Launch

The Path to Launching Your First $100K AI Product

Top 10 Features in Vibe Coding Platforms  for Non-Engineers

Former developers turned AI executives turned muilti-six figure entrepreneurs

Something big just shifted — and most people haven't caught up yet.Anthropic's Claude with Design, CoWork, Code, and Dispatch is now the easiest and most powerful way to build an app, without an engineering degree.Anthropic's own product teams ships 60–100 internal product releases per day. They built an entirely new product called Cowork in just 10 days — using Claude to build itself. Here's the part that changes everything for you: that power is no longer locked behind an engineering degree.What used to take a team of developers and months of runway can now be built by a consultant, an operator, a founder, or an executive — in a single day.--Want to build:<ul><li>A custom client intake tool? </li></ul><ul><li>A personal productivity assistant? </li><li>A lead qualification app? </li><li>A content engine for your brand? </li></ul>---You can build it. Today.This workshop is your on-ramp. Come ready to build something real.

Claude Code is the AI tools that allows you build production level apps. This is your bridge as a non-engineer to Claude Code.

Design apps using Claude Design

Write specs using Claude

Plan the implementation using Claude Cowork

Actual app building using Claude Code and Claude Dispatch

Consultants and freelancers who want to build custom client tools, automate repetitive work, and deliver more without hiring a developer.

Founders and solopreneurs who have a product idea but no engineering team — and need to validate, prototype, and ship something real fast.

Executives and operators who want to stop waiting on IT and start building AI tools that solve their team's actual problems starting today.

Learn directly from AI Afterhours

AI Afterhours

Courses

Vibe Coding Weekend Bootcamp: The Potential and The Limitations

Escape Velocity: The 100K AI Product Fast Track

Escape Velocity: Build and Launch Your 100k AI Product

Escape Velocity: Your 100K AI Idea Validation Sprint

Workshops

AI Builder In a Day: Claude

Lightning Lessons

How AI Solopreneurs Build $100K Products (Live Showcase)

How to Find Your $100K a Year AI Product Idea in 45 minutes

Unlock Your $100K AI Product Idea

The 3 Reasons Your AI App Isn’t Getting To Launch

The Path to Launching Your First $100K AI Product

Top 10 Features in Vibe Coding Platforms for Non-Engineers

Resources

The $100K AI Product Idea Guide

The $100K AI Product Idea Guide

The Vibe Coding Survival Guide: 6 Common Pitfalls -- When, Why, and How to Survive