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Build an App with Claude Cowork

Sam started a fitness app live in Claude Cowork by pointing it at a folder with a PRD and typing 'build this'. We saw the plan and trade-offs on air; we didn't see the finished app.

In Episode 29 (January 31, 2026), Sam started a new app live in Claude Cowork: a "Hollywood transformation trainer," a mobile web app personal trainer focused on upper-body muscle and progressive overload. He pointed Cowork at a folder with his PRD, typed "build this," picked a stack, and let it run. Be clear on what this page covers: the build started on air, but the episode never showed the finished app.

Why we built it

Cowork had gotten a lot of hype in the days before, and Sam wanted to show how it works for non-technical builders. Earlier in the same episode he'd shown ScreenEval, built in about six hours with Claude Code, and Jordan asked how hard it would be for someone to build something like that themselves. Sam's answer was to start one live.

The app idea was deliberately specific: not overall health, but a trainer that makes you look as buff as possible "for, like, my premiere as a Hollywood star."

The stack

  • Claude Cowork: in the Anthropic Mac desktop app. Sam called it "basically just, like, wrapper around Claude Code."
  • React: the front end Sam chose from Cowork's options.
  • Supabase: the back end.
  • A real LLM API for the trainer's responses, rather than prebuilt logic. The episode didn't name which model.

How we built it, step by step

  1. Write a PRD. Sam did "a tiny bit of work" up front describing the app.
  2. Give Cowork a folder. This is the main difference from a regular chat: it gets access to a folder of docs for context.
  3. Say "build this." Cowork asked what to build; Sam told it to check the PRD. It summarized the plan back: a mobile web app for aggressive upper-body hypertrophy.
  4. Pick the trade-offs. Cowork asked how to build it. Sam chose React and Supabase, and a real LLM API for the training responses.
  5. Watch the plan run. Cowork showed a plan and a progress view as it set things up.
So this is, like, what's kinda nice about Cowork. It it proposes these trade offs for you in a nice UI.

— Sam Nadler, Episode 29

How it turned out

We don't know from the episode. We moved to the news while it built, with a "let's see if it builds," and didn't return to it. What we can say is how the start felt: Sam liked seeing a more polished view of what it was doing and where it was in the process, though he noted the terminal shows the same trade-offs.

What we'd do differently

Use the terminal when speed matters. Jordan's take at 13:53 was that the interface doesn't really matter as long as it gets you building, but he prefers the terminal because you can run as many Claude Code sessions as you want at once. Sam agreed, describing four or five terminals at once as managing a team of little Claudes:

The pace when you're doing it like that is way faster than kinda waiting for this to go through the progress and the plan.

— Sam Nadler, Episode 29

Jordan also suggested sharing skills across a team so everyone's projects use the same design patterns. For a full comparison, see Claude Code vs Claude Cowork.

FAQ

How do you build an app with Claude Cowork?

Sam gave Cowork access to a folder containing his PRD, typed 'build this', told it to check the PRD, then picked from the trade-offs it proposed (React, Supabase, a real LLM API). Cowork then showed its plan and progress as it built.

What is Claude Cowork?

Sam described it as basically a wrapper around Claude Code in the Anthropic Mac desktop app, with the chat interface people already know. The difference he called out is that you give it access to a folder for context.

Claude Cowork or Claude Code in the terminal?

Both hosts said the interface matters less than using the best tools. Jordan prefers the terminal because you can run many Claude Code sessions at once; Sam agreed that juggling four or five terminals is faster than waiting on Cowork's plan and progress view.

Did the Cowork app get finished?

Not on air. Sam started the build and we moved on to the news while it ran; the episode doesn't show the finished trainer app.