MarbleOS tests a visible desktop workspace for AI agent work

Miguel Acevedo's macOS app turns research, files, recurring tasks and outputs into an inspectable workspace.

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Primary source: MarbleOS

Why it matters

AI agents are gaining the ability to browse, edit files and run recurring tasks. MarbleOS is testing whether the winning interface will organize that work as visible objects instead of messages.

Illustration of MarbleOS, Miguel Acevedo's macOS app, showing an inspectable desktop workspace for AI agents with layered panels for research, files, tasks and outputs.

Miguel Acevedo, the engineer behind MarbleOS, is showing a macOS workspace that keeps an AI agent's files, tools, tasks and outputs visible while it works.

The interface is Acevedo's answer to a problem that has followed agents from research demos into everyday software: a chat transcript is a poor filing system. An agent can browse websites, assemble a spreadsheet and schedule a recurring task, yet the user is often left scrolling through messages to reconstruct what happened.…

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