Five checks before AI-written code meets real users
The demo works, the first customers are coming. Five quick checks catch most of the problems AI-built apps ship with.
Automate & Scale · 2 min read ·
Building a full-stack web app means handling the frontend, the backend, the database and the deployment pipeline at once. With AI as your pair programmer, none of these layers is off-limits — but each one still has failure modes the AI won't warn you about. This course covers the full stack, in the order you actually encounter it, with a real project running throughout.
The lessons were built around a project management tool for small agencies: a realistic product with user authentication, a relational database, a REST API and a React frontend. Sara Malik builds it from scratch across nine modules, prompting every feature into Cursor and narrating the decisions — when to accept the AI output, when to push back, when to restructure the prompt entirely. The database module alone covers schema design, foreign keys, row-level security and the three queries that break most vibe-coded apps.
The course assumes some exposure to HTML and JavaScript, and it is honest about the ceiling. AI can scaffold a CRUD app fast; the hard parts are still hard: data consistency, race conditions, security rules that hold under real traffic. Each module names what it won't cover and points to the next step, so you know what you're shipping and what it still needs.
Video course · with Sara Malik, full-stack developer
React, Supabase and Vercel: build a production web app with AI as your pair programmer
$790
One payment, full access9 modules · 37 lessons · 6 hr 20 min of video
Lessons never expire: watch at your own pace, on any device, and come back to them whenever your next project needs them.
Sara Malik
Full-stack developer
Built and launched 5 SaaS products using AI-first development. Specialises in React, Supabase and Vercel, with AI doing most of the boilerplate.
The demo works, the first customers are coming. Five quick checks catch most of the problems AI-built apps ship with.
Automate & Scale · 2 min read ·
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