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.
Author Archives: Marcus Kim
The Project Constitution I Would Write Before Letting AI Build My App In 2026
Before you ask AI or a small team to build faster, write the operating laws that let everyone move without constant correction.
The Beginner App Idea Checklist Before You Ask AI To Code In 2026
Before AI builds screens, databases, and features, make your app idea pass a simple beginner checklist: person, workflow, value, scope, data, risk, and done.
How To Plan Your First AI-Built App In Phases In 2026
AI can help you code faster, but your first app still needs a build order: persona, MVP, screens, data, user stories, QA, and launch.
Why AI Makes Judgment More Valuable For Freelancers In 2026
AI can make software work faster, but it also makes weak scope, vague promises, and untested assumptions fail faster.
25 Prompts For Planning Your First Website Or Mobile App With AI In 2026
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.
How To Stop AI From Overbuilding Your First App In 2026
AI can turn a small beginner app into a sprawling pretend platform unless you give it a smaller job, sharper rules, and a clear finish line.
Why Beginners Should Ask AI More Questions Before Building An App
The fastest way to lose control of an AI-built app is to treat the first answer like the plan. Ask more before you build.
The First QA Checklist I Would Run On Any AI-Built App In 2026
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.
Web App or Mobile App: What Should a Beginner Build First With AI in 2026?
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.