Descriptions:
On the How I AI podcast, host Claire Veo interviews Bryce Ratner Keithley—a talent and recruiting professional with no software engineering background—who built and shipped a consumer fitness app called Daily Hundreds to the Apple App Store entirely using AI-powered development tools. The conversation is a detailed, step-by-step account of her journey from a pandemic-era workout idea to a live iOS product.
Keithley used Lovable and Replit to generate an MVP from a single plain-English prompt, adopted Railway as her backend infrastructure without fully understanding what it does, and iterated through TestFlight before securing App Store approval. For the app’s signature feature—custom anthropomorphic animal exercise videos—she used Gemini to generate images of animals performing specific movements, filming herself doing the exercises and compositing the results. The interview documents the real friction of prompting Gemini for precise poses (both knees above hips, feet off the ground) and the trial-and-error approach of restarting versus copy-pasting prompts when results miss the mark.
The episode is a candid case study in what vibe-coding actually looks like end-to-end in 2026, covering not just what worked but where AI tools fell short and required creative workarounds. For developers and product builders curious about the current ceiling of no-code AI app development—and what a motivated non-technical founder can realistically ship—this conversation offers a grounded, specific data point.
📺 Source: How I AI · Published June 01, 2026
🏷️ Format: Interview
