Latent Space: The AI Engineer Podcast · Latent.Space

Why Anthropic Thinks AI Should Have Its Own Computer — Felix Rieseberg of Claude Cowork & Claude Code Desktop

·1 hr 27 min·5 clips

Felix shows his Discord workflow, from Zoom downloads and YouTube uploads to reusable skills.

1. Latent Space: The AI Engineer Podcast centers this episode on Felix Rieseberg and Anthropic’s Cloud Co-Work product. 2. Felix Rieseberg is described as a member of technical staff, while Alessio and Swix host the discussion from Kernel’s new studio. 3. The episode asks what Cloud Co-Work is for and why Anthropic built it as cloud code running in a virtual machine. 4. Felix says Cloud Co-Work became interesting after Anthropic saw more non-technical Cloud Code use in December. 5. He gives examples like managing expenses, filling out receipts, and organizing a knowledge base. 6. Felix says the product is aimed at people who are not terminal native and may not know how to brew install something. 7. He frames the virtual machine as a safety and convenience layer around cloud code. 8. The discussion compares Cloud Co-Work to Visual Studio Code’s early reputation as a more user-friendly version of Visual Studio. 9. Felix recalls working on Electron and browser-based technologies at Microsoft about 10 to 12 years ago. 10. He argues that hackability and extendability helped Visual Studio Code become broadly useful across workloads. 11. Felix says Anthropic had been prototyping ways to move people from question-answer chat toward task execution for about a year and a half. 12. He stresses that the reported 10-day build time came after a lot of earlier internal prototype work. 13. Felix describes Anthropic as a prototype-demo-first culture with many internal projects that never reach the public. 14. He says the team now often prefers building several candidates quickly instead of writing a memo first. 15. The most important product decision, in his view, is putting value on the local computer rather than forcing everything into the cloud. 16. He says a Linux VM lets Cloud Co-Work install Python and Node.js while still keeping network ingress and egress controls. 17. Felix says Anthropic uses the system prompt heavily to shape behavior for long-horizon, ambiguous tasks. 18. He explains that Cloud and Chrome integration matters because users are tired of clicking through 25 MCP connectors and auth flows. 19. The conversation feels like a technical product interview, with Felix switching from architecture to live examples and back again. 20. People who use AI tools for workflows, automation, or desktop software will get the most from this episode, while listeners wanting a pure coding tutorial may skip it.

As heard by us

A grounded case for AI tools that can see their work and fit into existing workflows.

The conversation makes a practical case for Co-Work and the app version of Cloud Code as tools that can see the screen, move through interfaces, and fit into existing habits.

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Why you'd press play

You want a clear read on why agent tools work better when they can see what they are working on.

Read the full recommendation in PlayNext →

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