Question 1 of 20: How long does it take someone with no coding background to build a working app with AI?
Under five minutes to working screens, about six more minutes to an installable Android build, and one to three weeks to a store listing: that is what the build we captured on 10 September 2026 took, and nobody typed a line of code.
The prompt was 268 characters of plain English. Newly thought for eleven seconds, then eighteen, and asked one question: connect a real database, or build with mock data. We chose mock data. The frontend pass took 47 actions and one stretch of 118 seconds of thinking, and what came back was a five-screen employee app, roster, employee detail, shift assignment, time-off request and approval, from that one prompt (our employee management app build, 10 September 2026).
It also guessed wrong. We wrote “a small team” and it built a coffee shop, so a second prompt corrected the roles and hours: four actions, five seconds of thinking. That correction loop, not typing speed, is where a beginner’s time goes.
The weeks belong to the stores. Apple Developer enrolment takes “a few hours to a couple of days” per docs.newly.app (19 September 2026), Apple reviews 90% of submissions in under 24 hours (developer.apple.com), and Google makes personal accounts created after 13 November 2023 run a 14-day closed test with 12 testers (Play Console Help).
