Why your favorite creator is building an app

October 19, 2026

AI Summary

5 min read

The Creator Who Became a Vibe Coder

Stephen Robles, a longtime Apple Shortcuts expert and content creator, never considered himself an app developer. But after spending a Saturday afternoon using ChatGPT to build a simple coffee shop finder called Coffee Finder, he discovered something surprising: AI coding tools had become good enough that he could go from idea to shipping an app in a single afternoon. That experiment led him down a path that now includes a paid productivity app called KanDu, several free utilities, and a fundamentally different relationship with his audience.

From Shortcuts to Shipping Software

Robles's journey began with a simple question: could he get an AI-built app through Apple's App Store review? Coffee Finder proved it was possible, but he didn't plan to do it again. The real shift came when he realized that the same tools that let him build a quick utility could also help him solve persistent frustrations in his own workflow.

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What you'll learn

1 (03:40) **Stephen Robles's Vibe Coding Origin Story** - Stephen explains how he went from a shortcuts expert to a person who ships real apps using AI coding tools.
2 (06:17) **The AI Coding Setup: Why Claude Wins** - Stephen details his preferred tools and workflow for vibe coding, including giving Claude API access to his App Store Connect and Cloudflare.
3 (08:35) **Building "Leveler" and "Captioner": Two-Hour Tools That Solved Real Problems** - Stephen describes making free, open-source Mac apps that fix specific pain points in his video and podcast workflow.
4 (10:28) **The "Latter" Approach to Shipping: Zero Responsibility, Full Openness** - Stephen explains his philosophy for releasing these tiny tools: they work for him, and if they work for you, great.
5 (11:40) **The Screenshot Bug-Report System** - A fascinating glimpse into Stephen's lightweight, AI-powered maintenance workflow.
6 (13:38) **Why These Small Tools Feel Like an AI Victory** - David argues that these one-off, personal tools represent the most exciting outcome of vibe coding.
7 (15:52) **The Birth of "Kandu": From Reminders to a Real Productivity App** - Stephen explains how a simple desire to tweak Apple's Reminders turned into a shipped, paid app.

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Guests on this episode

Stephen Robles

Show Notes

Creator life involves using a lot of software. Bad software. Stephen Robles is one of the creators who decided to build something better, for himself and for his community. He tells David how he thinks about his responsibility as a developer, how he makes apps, and how AI is changing the way he builds things for his audience.