Midjourney/Every illustration.

Vibe Check: Claude Cowork Is Claude Code for the Rest of Us

The asynchronous, agentic workflow developers love is finally accessible to everyone—but the polish isn't there yet

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Developers have been losing their minds over Claude Code for months—especially since the release of Opus 4.5. As for the AI-curious-but-non-technical among us, we’ve been watching from the sidelines, wondering when we’d get something similar. Now we have an answer.

Claude Cowork is a new, third tab in Claude’s desktop app—alongside Chat and Code—and it’s designed to bring Claude Code’s agentic, asynchronous workflow to everyone else. Claude Code is powerful, but it requires comfort with a terminal—the text-based command line developers use. Cowork offers the same “hand off a task and come back when it’s done” experience, but wrapped in a visual interface anyone can use.

We got access a few hours before the feature went live to Claude Max users and ran a two-hour livestream led by our testers Dan Shippper and Kieran Klaassen to share our findings. A few members of the Anthropic team joined, including an engineer from the team that built Cowork—more on that conversation below. If you’re interested in catching the full conversation, you can check it out in a special edition of AI & I. Watch on X or YouTube, or listen on Spotify or Apple Podcasts.

The most impressive thing is that Anthropic built Cowork in a week and a half. The team had been prototyping ideas around “Claude Code for non-coding work” before Christmas, but the holidays clarified the opportunity. More people were discovering Claude Code and using it for tasks outside programming, so they accelerated the timeline—a powerful example of just how much the velocity of product development has changed with AI.

Here’s our day-zero verdict: Cowork is genuinely new—no other company is doing exactly this— but there are rough edges that will require some patience while the Anthropic team smooths them out. The capabilities aren’t as robust as Claude Code, and it’s available exclusively through the Claude macOS app (no web or mobile access at this time). But if you’re a Max subscriber (the $100 tier) with patience for a research preview and curiosity about what asynchronous AI work feels like, Cowork is worth exploring now. If you need polish, give it a few weeks.

What is Claude Cowork?

Think of Cowork as chat that has access to your computer and doesn’t give up after two minutes.

In Claude’s chat interface, you send a message, wait for a response, then send another message. You can’t interrupt or redirect mid-stream—if Claude is responding, you’re stuck waiting.

Cowork is different. You can queue up additional messages while it’s working, more like leaving notes for a colleague than having a conversation. Tasks run for 30 minutes, an hour, or sometimes longer without Claude needing you to tell it to continue.

The other big shift: Cowork runs locally on your Apple computer. It can read and edit files in folders you approve, and if you connect it to Chrome, it can browse your logged-in sessions, including your Gmail, analytics dashboards, and social feeds. Under the hood, it’s built on the same foundations as Claude Code, but it’s wrapped in a graphical interface that doesn’t assume you know what a terminal is.

Cowork lives in its own tab, and your chats are local, not synced across devices. There’s no mobile interface or Windows compatibility yet. On the plus side, Skills—packets of custom instructions you can install in Claude to handle specific tasks, like following your company’s style guide or applying design principles—automatically load into Cowork.

What Cowork looks like when you open it on the macOS. (Screenshot courtesy of Katie Parrott.)
What Cowork looks like when you open it on the macOS. (Screenshot courtesy of Katie Parrott.)


Strategically, this is offense, not defense. No direct competitor offers a GUI-wrapped agentic assistant with local computer access for non-developers. Anthropic is staking out the “asynchronous AI assistant” category before anyone else defines it, betting that the millions of knowledge workers who watched developers fall in love with Claude Code are ready for their own version.

The Reach Test

Kieran Klaassen, general manager of Cora

Rating: Concept 🟩 / execution 🟨

“The UI is janky, but the concept excites me—this is the opportunity to give non-developers their Claude Code moment. The async workflow, the skills integration, and the local computer access—it’s genuinely new, even if the interface needs work. I don’t see any other company attempting this.”

Dan Shipper, cofounder and CEO

Rating: Concept 🟩 / execution 🟨

“You won’t realize how useful Cowork is until you use it. The learning curve is real—non-technical users aren’t trained to think about working with AI as async, and building that muscle takes time. But once you experience handing off a task and coming back an hour later to find it done, something clicks.”

Putting it through its paces

Cowork’s killer feature is persistence at non-coding tasks: It doesn’t quit the way the chat interface does.

The calendar audit that ran for an hour

Dan asked Cowork to go through the past month of his calendar, categorize how his time was spent, and compare it against his goals. Regular Claude would answer in a few turns and call it a day. Cowork ran for about an hour, browsing Chrome to access his calendar, scrolling through entries, and categorizing meetings. It produced a breakdown: lots of standups, many one-on-ones, a suspicious number of podcasts. It noted that many days had more than 10 to 15 events and asked follow-up questions about priorities.

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Matt Zehner 8 days ago

Great first-impressions summary. How does Cowork stack up against Sparkle for organizing files?