Overview of Why your favorite creator is building an app
This episode of The Vergecast explores a growing trend in tech: creators, reviewers, and automation nerds are turning into app makers using AI coding tools. Host David Pierce talks with Stephen Robles about how he went from making shortcuts, videos, and podcast content to shipping real apps like Coffee Finder, Leveler, Captioner, and the more ambitious productivity app CanDo. The conversation focuses on what vibe coding makes possible, where it falls short, and how building software is changing the creator economy.
Quick Verge News Roundup
Before the main interview, the show’s daily news segment covered a few headlines:
- Apple is expected to announce a new, lighter MacBook Pro at a launch event on October 28.
- Nathan Fielder’s Theranos documentary had a strong opening weekend at the box office.
- TikTok briefly banned the social account for an Elon Musk documentary before restoring it.
- A new bill, the Power to the Players Act, would push for true consumer ownership of games rather than licensing-only purchases.
The Rise of Creator-App Developers
The core premise of the episode is that a lot of people who used to only review apps, talk about apps, or criticize apps are now building their own.
Why this matters
- AI tools like Claude Code and other coding assistants have lowered the barrier to shipping software.
- Creators can now turn personal workflow annoyances into usable tools.
- This is producing a new kind of software: small, opinionated, highly personal apps that solve one specific problem really well.
Stephen Robles’ Vibe-Coding Workflow
Robles explains that he started with some coding experience, but AI changed everything.
His setup
- He prefers Claude Code over ChatGPT/Codex for both code generation and UI decisions.
- He feeds it:
- app ideas,
- screenshots,
- bug reports,
- user feedback,
- App Store Connect access,
- Cloudflare access for deployment.
Why Claude works for him
- It tends to produce better UI and design choices.
- It keeps context across projects.
- He can give very small prompts because the assistant already “knows” his style and needs.
The Apps He’s Built
The episode highlights several apps Robles created to solve real workflow problems:
Coffee Finder
- A simple, almost proof-of-concept app.
- Shows nearby coffee shops using location + Apple Maps.
- Built mostly to test whether vibe coding could actually get an app through App Store review.
Leveler
- Built to fix audio leveling issues in podcast/video workflows.
- Takes a raw video/audio file and normalizes the sound.
- Created in a short burst and shipped quickly.
Captioner
- Makes batch captioning easier for short-form video clips.
- Lets him process multiple reels at once instead of one-by-one.
- Started as a Mac app and later got an iPhone version too.
CanDo
- The most serious project discussed.
- A Kanban-style task app inspired by Apple Reminders, but with richer features.
- Built to support Robles’ own video project workflow.
- Became a public app once other people found it useful too.
What Makes CanDo Different
CanDo is where the conversation shifts from “useful toy” to “real product.”
Features and motivations
- Kanban board workflow
- Richer notes and attachments than Apple Reminders
- Better support for managing video projects
- More structure than a shortcut, but more personal than a full enterprise task manager
Product decisions
- Robles chose a $3 one-time price:
- to offset token costs,
- to avoid endless free-user feature pressure,
- to keep the app from becoming a subscription obligation.
- He is careful not to promise more than he can sustainably maintain.
The New Responsibilities of Being an App Maker
A big theme in the interview is how the job changes once other people start using your tool.
What changes
- You become responsible for:
- bug fixes,
- feature requests,
- app store screenshots,
- release notes,
- customer support,
- platform compatibility.
How Robles handles it
- He collects screenshots and feedback from users.
- He feeds all of it back into Claude Code.
- He lets the AI handle much of the implementation and packaging work.
- He still makes the final judgment calls on features and priorities.
Where AI Still Struggles
Robles is enthusiastic about vibe coding, but he’s clear that it is not magic.
Weak spots
- More complex systems like iCloud sync
- App intents and Siri-style integrations
- Cross-platform or collaboration features
- Cases where the AI confidently claims something works when it doesn’t
His takeaway
AI can get you very far, but you still need a human to:
- verify behavior,
- decide what should exist,
- and manage the product direction.
Shortcuts, Siri, and Apps: What’s the Difference?
Robles and Pierce also dig into how Shortcuts, Siri AI, and apps overlap.
Key distinction
- Shortcuts: great for repeatable workflows and automation
- Siri AI: increasingly absorbs some shortcut-style tasks
- Apps: still necessary when a real interface or custom UI matters
Robles’ view
- Some things that used to require shortcuts are now built into Apple’s AI features.
- Other tasks still need a purpose-built app.
- He sees all three as part of the same evolving ecosystem.
Bigger Picture: Why This Trend Matters
The episode argues that vibe coding is changing what it means to be a creator.
Main idea
Creators are no longer just expressing themselves through videos, podcasts, or posts — they’re also expressing themselves through software.
Why that’s powerful
- It gives audiences a new way to connect with a creator’s taste and values.
- It lets creators solve their own problems instead of waiting for companies to do it.
- It encourages a new kind of software that is small, personal, and useful.
Key Takeaways
- Vibe coding is making app development accessible to nontraditional developers.
- Creators are increasingly becoming software builders, not just commentators.
- CanDo is the best example in the episode of a personal tool turning into a public product.
- The hardest part of app building is often everything except the code.
- AI helps with shipping, but humans still need to define taste, priorities, and boundaries.
- Shortcuts, AI assistants, and bespoke apps are beginning to form a new software stack for personal productivity.
Closing Note
The episode ends on the idea that this is still early days. Robles wants to keep CanDo going, maybe add collaboration later, and continue building small tools that fit his life. Pierce’s broader point is that this creator-to-developer shift is likely to become even more common — and could redefine how people build and share software.