Author Builds 12-Question App in Hours as AI Shifts Software Work From Coding to Directing
Updated
Updated · InfoWorld · Oct 8
Author Builds 12-Question App in Hours as AI Shifts Software Work From Coding to Directing
2 articles · Updated · InfoWorld · Oct 8
Summary
A lightweight team-agility app took shape in about an hour after the author stopped feeding AI a spreadsheet and instead described the desired user journey, scoring logic and behavior.
That prompt shift turned a failed first attempt into a polished React-and-SQL prototype with registration and working assessment flows, compressing work that once took weeks into hours for pocket-change cost.
The app replaced a 120-question spreadsheet process with a 12-question quick scan designed to give teams a 10-minute assessment rather than a heavyweight maturity review.
Roughly 40 hours over three months were still needed to prepare for early users, as email notifications, authentication and other production features required third-party integrations and architectural choices.
The broader lesson was that AI did not remove software engineering so much as move the bottleneck from writing code to product judgment, system design, governance and user-focused decision-making.