What should an AI workspace actually look like?

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AI has become part of my daily work.

I use ChatGPT, Claude, and Cursor almost every day, and they're incredibly good at helping me think, write, and build.

But I've noticed something: As projects grow, my workspace becomes a collection of long chats, scattered documents, bookmarks, screenshots, and dozens of browser tabs.

The AI is getting smarter.

I'm not sure the workspace is.

It made me wonder: If we were designing an AI workspace from scratch today—not based on chat apps or traditional productivity tools—what would it look like? What would you want it to have?

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The missing piece is not organisation, it is verification.

I lost most of a day to a Flutter fix that was never in the build. The command reported success, the app launched, and the change was not in it, because the tool had compiled a stale kernel. Nothing in my workspace could tell me the code I was reading was not the code that ran.

So what I would want first is not memory or fewer tabs. It is that every claim of done arrives with the artifact that proves it.