Build your first app or website with AI.
The most dangerous sentence in an AI-built app is often: > The bug is fixed. That sentence can mean several different things: the original symptom disappeared; the error message was hidden; the failing path was bypassed; the code now handles one example but not the workflow; or the change fixed one screen while quietly breaking …
Continue reading “How To Know Whether AI Fixed The Bug Or Hid The Bug In 2026”
An API is not a magic button. Before AI connects your app to an outside service, define the input, output, permission, failure, cost, and test.
A login form is only the front door. Before AI builds accounts, define who can enter, what they can see, what they can change, and what happens when access ends.
You do not need a backend because an AI tool mentioned one. You need one when a real user outcome requires information to survive, belong to someone, or be shared.
A feature is not done when the screen looks finished. It is done when a real user can complete one clear outcome and you can prove it.
AI can help you code faster, but your first app still needs a build order: persona, MVP, screens, data, user stories, QA, and launch.
Before you ask AI to build your first app, use these prompts to narrow the idea, choose a platform, map the screens, define the data, and give the project a finish line.
AI can help you build the first version faster, but you still need a simple way to prove the app actually works before you trust it.
If you are building your first app with AI, the smartest platform is usually the one that lets you finish a useful version one without turning the project into a technology obstacle course.
Stop brainstorming from nowhere. Start with the worlds you already understand.
Marcus Kim | AI App Builder 