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The AI Productivity Revolution: How I Built a Custom App in 30 Minutes

Rob Joyce • March 14, 2025

The AI Productivity Revolution: How I Built a Custom App in 30 Minutes

I had one of those mind-blowing experiences recently when you suddenly realize everything has changed. In less than 30 minutes, I created an iPhone app from scratch. Now that I understand the tools and workflow, I could do it in 15 minutes. The process was surprisingly simple.


From Programmer to Consumer

I used to be a decent programmer. As my career evolved, I spent less time coding and became more of a technology consumer. Keeping up with build processes, UI standards, APIs, new frameworks, and evolving languages became impossible since I wasn't programming daily. The scaffolding around any core concept had become more complex than the task itself.


A Simple Household Problem

My wife and I had a grocery shopping dilemma. She uses an app that "feels right" for her workflow—it remembers her favorite items and builds lists from there. The problem? The app is no longer available for me to download, and there's no synchronization between our phones. She doesn’t like to change from something that works well for her and try new things.

In our process today, she emails me the list, but I occasionally miss items or struggle when we need specific things from different stores. Scanning through a full list while shopping requires too much attention and leads to errors.


AI to the Rescue

I wanted a simple checklist app that would:

  • Import her emailed list
  • Let me cross off items as I collected them
  • Include a "hide checked items" option to see what I still needed at other stores

Previously, I wouldn't have attempted building this myself. The effort-to-reward ratio was too high.


The New Development Process

I’ve seen the new “vibe coding” revolution where people develop software simply by engaging AI and writing no lines of code. To start this, I described my app idea to ChatGPT o3 pro, including a sample of the email format I receive from my wife. Instead of jumping straight to coding, I used a technique I'd heard about online: letting AI create a robust specification document first.

With this detailed spec, I moved to Bolt.new—an AI-powered development platform that lets users prompt, run, edit, and deploy full-stack applications directly from a browser. Unlike standard AI coding assistants, Bolt provides a complete environment around the coding process that allowed me to run and debug the product in real-time. You interact live with your prototype in the web browser or deploy it to your phone.

The result? A working app on the first attempt. I prompted it twice more to optimize functionality and had a custom app working with zero manual coding.


Welcome to the Age of Hyper-Specific Software

We've entered an era where anyone can be their own developer for workflows nobody else wants or needs. The barrier to entry has become absurdly low, while the productivity gains from having tools custom-made for your specific problems are immeasurable.

This revolution is just beginning, and it's already astounding. The ability to quickly create personalized solutions to unique problems represents a fundamental shift in how we interact with technology. No longer are we limited to what's available in app stores or what professional developers think is worth building.

The era of AI-powered personal productivity is here, and it's changing everything.



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