Nick Meehan

Confident Commits: A Vibe Coder’s Guide to Shipping Safely

Ontra

Affinity

Senior Software Engineer, AI Products

A live walkthrough of Git and GitHub that turns foreign ground into familiar territory.

How code moves, where it lives and how to undo mistakes.

CI, staging, feature flags, rollbacks. Codebases have layers of protection. You’ll learn what catches you and when.

How your codebase is safer than you think.

You’ll walk away with specific, adoptable behaviors that make engineers actually want to work with you.

How to show up like a senior engineer.

Go from AI-curious to shipped AI product — with a repeatable workflow you own forever.

18 AI Products · 50,000+ Students

Apple

LinkedIn

Udemy

Nathan Wang

20+ AI Agents Running 24/7 | 18 Products | PhD Engineer/TPM @ Apple & Meta

AI Superpower Cohort 2

AI Superpower Cohort 3

Sound familiar?- You've watched AI tutorials, but nothing you build actually works end-to-end- You can prompt, but you can't ship — there's a gap between "cool demo" and "live product"- You've tried Cursor or Claude, but deploying with auth, memory, and real infrastructure feels impossible- You know AI is reshaping your career, but you have nothing shipped to prove you can build with itThis course fixes that — in 3 Saturdays.You'll go from idea to a working AI product with real infrastructure, real deployment, and a workflow you can reuse again and again. Not a prototype. Not a localhost demo. A live product on your own domain.Built from the same system Nathan uses to run <a target="_blank" rel="noopener noreferrer nofollow" href="https://clawbot-ai.app">ClawBot</a>, <a target="_blank" rel="noopener noreferrer nofollow" href="https://trade-ai.app">Trade AI</a>, <a target="_blank" rel="noopener noreferrer nofollow" href="https://creator-ai.app">Creator AI</a>, and <a target="_blank" rel="noopener noreferrer nofollow" href="https://clip-ai.app">Clip AI</a> — 20+ AI agents across content, trading, research, and operations. One person. No team.🔥 Cohorts 1 &amp; 2 sold out. Self-funding? <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/ai-nate/ai-superpower?promoCode=20OFF">Code 20OFF for 20% off — expires April 26.</a>

Ship Your First AI Product in 3 Weeks.

Ship a Working AI Product to Your Own Domain

Understand How AI Products Actually Work End-to-End

Add Memory, Tools, and AI Logic That Actually Works

Skip Weeks of Setup — Go From Zero to Running Fast

Learn a Repeatable Build Process for Future AI Ideas

PMs &amp; Operators Who Want to BuildStop writing specs. Ship a real AI product yourself—no engineering dependency, no no-code ceiling.

Founders &amp; Solo OperatorsShip your first AI feature fast—without hiring a team or waiting months to validate your idea.

Engineers Ready to Ship AIYou code, but AI-to-production is different. Go from API demos to a deployed product with real users.

AI lets you build fast  >>> The real risk is building the wrong thing.

15+ years Product&Marketing, 100+ MVPs 

Miro

LEGO®

Microsoft

Elena Avramenko

15+ yrs in Product & Marketing, award-winning founder, 100+ new product launches

Cohort 1

Vibe-coding tools like Lovable and Claude let you go immediately from idea to prototype. What used to take weeks now takes hours. That sounds like an advantage — but it's created a new problem: vibewasting - building fast without clarity or a plan.Building the wrong thing faster just gets you to the wrong place sooner😉.Most vibe-coders skip the one step that determines whether any of it is worth it: validation. They start building the moment they have an idea — before they've talked to a single customer, before they know if the pain is real, before they know if anyone would pay.This workshop fixes that. In 2 hours you'll build a clear plan for the next 14 days — giving you much more confidence in your idea and helping you justify further investment of time and money. We'll start by writing a sharp bet on your idea, define exactly who your first customer is, and design interview questions that surface real pain. You'll also create a Lovable prompt that specs the tiniest version worth building - something you can vibe-code in an hour and put in front of real people to validate. You leave with a 14-day validation plan, ready to test before you invest weeks building the wrong thing.

A first-time founder or side-project builder with a business idea who wants to test it before spending weeks vibe-coding the wrong thing.

A vibe-coder who has already built something that didn't get traction and wants a structured approach before starting their next idea.

A professional or domain expert who spotted a problem in their industry and wants to validate it as a business before learning to build.

Learn the product engineering principles every vibe coder eventually needs

AI Educator and Builder | Ex-Microsoft

Sash Mohapatra

AI educator & Builder | 20 Years in Microsoft in Customer engineering and Sales

You've built something real with AI coding tools. You've shipped it. And you hit the honest problem: you don't know what you don't know.<ul><li>What are the three layers of your app - frontend, backend, APIs, databases - and how do they talk? </li><li>What's a data model, and why does every reliable product start there? </li><li>How do you test changes in dev before users see them in production? </li><li>Why does your agent keep forgetting context? </li><li>Which decisions are safe on instinct, and which cost you a weekend if you guess wrong?</li></ul>These are the engineering questions nobody covers in a vibe coding tutorial. Product managers absorb them through proximity to engineers. Growth marketers, operators, designers, and business-background founders rarely get that proximity - but they need the same answers.This workshop gives them to you. You'll work with AI tools the way someone with engineering intuition does - understanding what you're building and spotting problems early.One day. Four stages: THINK → MAP → BUILD → SHIP. You'll build a working app and a vocabulary that works with Replit, Cursor, Claude Code, or Lovable - the same process I use to ship Pollzy.

Non-technical founders building products on Replit, Lovable, or Cursor who have moved past the prototype stage.

<code>Growth marketers, operators, and BD pros who've shipped internal tools with AI but hit walls maintaining or extending what they built.</code>

Designers, customer success leads, and business-background builders using AI coding tools who want to understand the technical foundations.

You will leave this course feeling that you can independently take your vibe coding projects out of their AI-based traps and to your goal.

4x VP Product Mgmt

Justin Dougherty

4x VP of Product; 2025 Top 10% Lovable builder

As a Product Builder / Vibe Coder, you've almost certainly hit a point where you get stuck in a frustrating (and seemingly never-ending) debugging loop that you can't escape. Learn product building techniques from a veteran Product Management professional, in a non-technical structure.This course will give you both the high-level perspective and approach to see the bigger picture problems, while learning the tactics and tricks to use within Vibe Coding tools to help you escape traps to advance your product from stuck to successfully launched. Stop wasting your work by abandoning stuck projects.AI tools are an amazing resource, especially for builders who don't have a coding background. To unlock greater potential for your product dreams, it can take years of training or hard-earned experience (including painful failures and frustrations). This course will distill those skills into approachable lessons to propel you to a new tier of building.

Learn the critical thinking and AI techniques to get your projects "Unstuck."

Confidence to get your own projects "unstuck" and launched

A Product-Building Mindset

Diagnostic Skills

Practical Techniques to Escape from "Stuck"

People who have experimented with Vibe Coding but get stuck when the app doesn’t work as planned and “fix this” debugging doesn’t work.

People who are trying to use Vibe Coding to increase their productivity (for prototypes, tools, etc.) but get stuck and run out of time.

Non-technical people who want an approachable understanding of how to build their Systems Thinking skills to design maintainable apps.