Build Apps with AI — From Idea to Working Product

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Build Apps with AI — From Idea to Working Product Have you ever had an idea for an app — something that would make your life easier, your business sharper, or your work faster — but no way to make it real? Maybe you needed a tool that doesn't exist. Maybe you saw exactly how software could transform your team, but didn't have the developers to build it. Maybe you've been carrying that idea around for years, waiting for the right moment or the right person. That moment is now. That person is you. AI agent tools like Claude Code, OpenAI Codex, ChatGPT Work, Claude Cowork, and MAJK have fundamentally changed who gets to build software. You describe what you want. The AI writes the code, runs the tests, fixes the bugs, and iterates until what you imagined is actually running on your machine. No engineering team. No coding experience. No waiting. What's shifted is the role of the human. You don't need to know how to code — you need to think like a product owner. How to break an idea into buildable steps. How to describe what you want so the AI doesn't guess. How to test what it produces so you can trust it. How to push it further without losing what's already working. That's exactly what this course teaches. Not tricks for a specific tool — the mental models and patterns that work across Claude Code, Codex, MAJK, and every agent that comes after them. If you can describe what you want, you can build it. You'll prove it by shipping real things — apps that solve problems you actually have: Build a personal expense analyzer — drop in your bank statements and get a custom web app that surfaces your real spending patterns, flags unusual charges, and tracks what matters to you Ship your own file intelligence tool — an app that ingests a folder of documents, understands what's in them, and lets you search, summarize, and query your own files like a private research assistant Create a custom dashboard from scratch — connect your own data sources and build a live dashboard that shows exactly the metrics you care about, designed exactly the way you want Launch a working web app in a single session — go from blank slate to deployed product: a real URL, real functionality, built by you with an AI agent doing the heavy lifting Build your own automation tool — describe a workflow you do manually every week and turn it into software that runs it for you By the end, you won't just know what AI can build — you'll have built it yourself. You'll have the instincts of a product builder, the vocabulary to direct AI agents confidently, and a portfolio of working software that proves what's now possible. The gap between "I have an idea" and "I have a product" just collapsed. This course is how you walk through it. After this course, the most difficult decision will be what NOT to build. When anything is possible, knowing what ideas to pursue is what is hard.

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Dr. Jules White

Professor of Computer Science