Using AI Coding Tools to Build and Ship Simple Apps

A first-person account of using AI coding tools, including ChatGPT and Claude, to test whether simple app ideas can be turned into shipped software quickly. The speaker describes several small app experiments and how they moved from initial prompts to usable releases.

■ App-building experiments
- Coffee Finder: a location-based app that shows nearby coffee shops using Apple Maps
- Leveler: an audio-leveling app for video podcasts, built after providing reference audio to Claude
- Captioner: a tool for applying the same captions to batches of reels and exporting files to the source folder

■ Development and distribution
- Building some tools within hours from first prompt to website release
- Testing the output and publishing it
- Keeping Coffee Finder in the App Store and offering Captioner as free and open source

The segment provides an overview of rapid AI-assisted prototyping through concrete examples rather than a step-by-step coding tutorial. It is suited to viewers interested in small-scale app creation, AI-assisted workflows, and how simple ideas can be tested and released.