Learn to Build a Web App with AI
You have a spec and a validated idea. Now you build the real thing.
This track takes you from an empty project to a live web app with real users. You'll start with the foundation every modern app needs: a clean application scaffold, secure sign-up and sign-in with Clerk, and a Convex database ready to store data for authenticated users.
From there you'll connect your app to the outside world. You'll learn the practical differences between CLIs, APIs, and MCPs, choose the right one for each job, and wire up an AI API so your app can do something genuinely intelligent with real input.
Then comes the work that separates a demo from a product. You'll trace your app's core loop and fix the weak points, debug with AI without losing control of your codebase, deploy to production and verify it actually works there, and deliberately try to break your own app before a user does. You'll watch a real person use it and turn their confusion into a fix list.
You'll also cover the practices that keep an app safe and maintainable: protecting secrets, authorization, input validation, AI skills for a repeatable workflow, and the /goal command for multi-step development work.
Finally, you'll launch. Monitoring, performance, SEO, analytics, feedback collection, and finding your first users. Then you'll use what those users tell you to fix live bugs and plan the next version.
Build and launch your first AI-assisted web app with this Track!
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39 minWorkshop
Add Authentication and a Database to Your Web App - Web App Day 15
Set up the essential foundation for a modern web app. You’ll create a clean application scaffold, add secure user authentication with Clerk, and connect a Convex project database so your app is ready for real users and persistent data.
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22 minWorkshop
Connect Your Web App to External Services and AI - Web App Day 16
Give your web app access to the services that make it useful. Explore CLIs, APIs, and MCPs, then connect an AI API so your project can respond to real inputs and deliver intelligent functionality.
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15 minWorkshop
Fix the Core User Flow of Your Web App - Web App Day 17
Save a stable version of your project, then focus on the one experience your app must deliver well. You’ll push your work to GitHub with your secrets left out, trace the core loop from user input to outcome, and make targeted improvements that create a clearer, more dependable product.
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12 minWorkshop
Debug Your Web App with AI - Web App Day 18
Learn the tools that make an AI coding agent better at debugging. Start with the blank white screen, then use screenshots, on-screen annotation, and official documentation to show the agent exactly what you are seeing instead of describing it in words.
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12 minWorkshop
Use AI Skills to Extend Your Development Workflow - Web App Day 19
Discover what AI skills are, how they work, and when they are useful. Then learn to vet one before you install it, because a skill is a set of instructions an agent will act on and it deserves the same scrutiny as any other code you add to your project.
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16 minWorkshop
Deploy and Test Your Web App in Production - Web App Day 20
Move your app beyond local development and test the production experience. Learn how deployment changes the way your app behaves, how to verify the essential flows, and how to catch issues before real users do.
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19 minWorkshop
Break Your App and Learn from Real User Testing - Web App Day 21
Find problems before launch by intentionally testing your app under imperfect conditions and observing someone else use it. You’ll turn failures and moments of confusion into practical product improvements.
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14 minWorkshop
Plan Complex App Work with the /Goal Command - Web App Day 22
Break larger development requests into clear outcomes with the /goal command. Learn how goal-based planning keeps an AI assistant on track across multiple steps, then watch it run a full performance and accessibility cleanup driven by real PageSpeed Insights scores.
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19 minWorkshop
Web App Security Checklist for Beginners - Web App Day 23
Build safer habits for protecting user data and application behavior. Learn the risks that come with AI-assisted development, then run a full security audit against your own project in phases and fix what it finds.
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8 minWorkshop
Add a Second User Flow to Your Web App - Web App Day 24
Expand your app beyond its first successful experience. Plan and build an additional feature flow that fits your existing architecture, reuses proven patterns, and creates more value for users.
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2 minWorkshop
Solo Build Day for Your AI-Assisted Web App - Web App Day 25
Use a focused build session to make meaningful progress on your own app. Apply the planning, implementation, testing, debugging, and refinement techniques from the track while making decisions that fit your project.
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28 minWorkshop
Launch Your Web App with a Custom Domain - Web App Day 26
Take your app from a test URL to a real production launch. Attach a custom domain, move Clerk onto that domain with a production instance, then add the analytics and uptime monitoring you need once real people start using it.
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27 minWorkshop
Find Your First Users and Build a Product Roadmap - Web App Day 27
Put your live app in front of real people, then decide what their feedback actually means. Find your first handful of testers, separate blocking bugs from interesting ideas, and build a roadmap that protects the app you already have.
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9 minWorkshop
Reflect on Your AI-Native Web App Journey - Web App Day 28
Look back on the full journey from app scaffold to launch and identify the skills, decisions, and habits that made the work possible. Reflect on how your approach to building has changed, then create a practical plan for moving forward as an AI-native web builder.
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2 minInstruction
Congratulations — You've Completed the AI Bootcamp
You've completed the AI Bootcamp. Look back at what you built from a blank page, and at the AI-native habits you'll carry into every project after this one. Then find out where to go next: the two remaining build tracks, why the second one goes faster than the first, and the one small thing to build this week....(continue reading)
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60 minExam
AI Bootcamp - Web App Track Final Exam
Put your AI Web App Building skills to the test. This final exam includes a mix of question types to assess what you've learned. Pass to earn your certificate.
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Track Completion
This track includes:
- Add Authentication and a Database to Your Web App - Web App Day 15 39 min
- Connect Your Web App to External Services and AI - Web App Day 16 22 min
- Fix the Core User Flow of Your Web App - Web App Day 17 15 min
- Debug Your Web App with AI - Web App Day 18 12 min
- Use AI Skills to Extend Your Development Workflow - Web App Day 19 12 min
- Deploy and Test Your Web App in Production - Web App Day 20 16 min
- Break Your App and Learn from Real User Testing - Web App Day 21 19 min
- Plan Complex App Work with the /Goal Command - Web App Day 22 14 min
- Web App Security Checklist for Beginners - Web App Day 23 19 min
- Add a Second User Flow to Your Web App - Web App Day 24 8 min
- Solo Build Day for Your AI-Assisted Web App - Web App Day 25 2 min
- Launch Your Web App with a Custom Domain - Web App Day 26 28 min
- Find Your First Users and Build a Product Roadmap - Web App Day 27 27 min
- Reflect on Your AI-Native Web App Journey - Web App Day 28 9 min
- Congratulations — You've Completed the AI Bootcamp 2 min
- AI Bootcamp - Web App Track Final Exam 60 min