Claude Cowork
The most recommended of 4 computer use agents
Brings Claude Code's agent abilities to non-coders for everyday office tasks like paperwork, data extraction and file organizing, but critics warn about file exfiltration risk and flaky reliability.
Brings Claude Code's agent abilities to non-coders for everyday office tasks like paperwork, data extraction and file organizing, but critics warn about file exfiltration risk and flaky reliability.
330 people gave an opinion
- recommend it
- 163
- criticize it
- 167
- approval share
- 49%
Recommended in 10 of 13 months
- November 2025: not recommended
- December 2025: not recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: recommended
- April 2026: recommended
- May 2026: recommended
- June 2026: recommended
- July 2026: recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: recommended
- November 2026: not recommended (month in progress)
Owned for 2 months
Median of the 5 owners who said how long they have had it.
Each square is one year.
Why it doesn’t carry the badge
- 163 people recommend itNeeds 10 or more, met.
- 0.9 recommenders for every criticNeeds 2 to 1 or better, not met.
- Recommended in 10 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Automates real everyday office tasks
“Claude cowork could just do my monthly tax receipt collection and compare with my account better than the bookkeeper I pay for it”
Comment from 11 Oct 2026 in “The gap in shared understanding of LLM capability is widening” “The tool was able to craft a python script that used ffmpeg to edit out the no-motion portions of the videos”
Comment from 15 Jan 2026 in “First impressions of Claude Cowork, Anthropic's general agent” “Claude cowork was able to understand the problem, interview me, find dental insurance paperwork in my email”
Comment from 23 Aug 2026 in “Munder Difflin – Agent harness to run an office of your clones” - Comment from 18 Jun 2026 in “Ask HN: Who's Solving GTM Agentically?”
- Comment from 11 Aug 2026 in “Manus will return to operating as an independent company”
- Comment from 31 Mar 2026 in “Show HN: I made my fitness dashboard public and Apple Health needs an API”
- Comment from 13 Jan 2026 in “Cowork: Claude Code for the rest of your work”
Non-technical knowledge workers love it
“Claude _very_ rapidly gained traction in the business/enterprise space earlier this year with Claude Cowork leading that drive.”
Comment from 31 Aug 2026 in “Understanding ChatGPT Work” “Every executive/leader I've shown Claude Cowork to has gone from 'what is AI' to 'vibecoding whole apps' in weeks.”
Comment from 14 May 2026 in “Claude for Small Business” “lots of highly-educated knowledge worker friends who aren't particularly techie but who swear by Claude Cowork”
Comment from 11 Aug 2026 in “Manus will return to operating as an independent company” Claude Code power without coding
“Cowork seems like it's going to allow me to use the best parts of Claude Code, without being forced to output everything to code.”
Comment from 16 Jan 2026 in “First impressions of Claude Cowork, Anthropic's general agent” “Cowork with skills plugins that leverage Python or bash is a remarkably enabling framework given how straightforward it is”
Comment from 2 Mar 2026 in “Anthropic Cowork feature creates 10GB VM bundle on macOS without warning” “Work gives the model a computer instance it can use for programmatic data access, API munging, etc.”
Comment from 16 Sep 2026 in “Claude Cowork and chat are now one Claude” Strong business and enterprise adoption
“Microsoft's Cowork is the first time I've seen a system which can actually directly replace people who aren't experts in their business domain.”
Comment from 6 Jul 2026 in “Zig: All Package Management Functionality Moved from Compiler to Build System” “Claude _very_ rapidly gained traction in the business/enterprise space earlier this year with Claude Cowork leading that drive.”
Comment from 31 Aug 2026 in “Understanding ChatGPT Work” “they give you a month free of Cowork which is currently Opus 4.8 (or at least they did for us) and I doubt we'd ever go back”
Comment from 8 Jul 2026 in “"We're extending access to Claude Fable 5 on all paid plans through July 12."” - Comment from 27 Jan 2026 on Hacker News
What people warn about
Each mark is one comment
Prompt injection can exfiltrate files
“the problem remains that if you grant access to a file and then get hit by malicious instructions from somewhere those instructions may still be able to steal that file”
Comment from 12 Jan 2026 in “Cowork: Claude Code for the rest of your work” “Anthropic allows the unrestricted upload of personal files to the anthropic cloud environment, but does not check to make sure that the cloud environment belongs to the user running the session.”
Comment from 15 Jan 2026 in “Claude Cowork Exfiltrates Files” “I don't think it's fair to ask non-technical users to look out for "suspicious actions that may indicate prompt injection" personally!”
Comment from 12 Jan 2026 in “Cowork: Claude Code for the rest of your work” - Comment from 15 Jan 2026 in “Claude Cowork Exfiltrates Files”
Uploads personal data to cloud
“I like this idea but really do not want to share my personal data to cloud based LLM vendors.”
Comment from 13 Jan 2026 in “Cowork: Claude Code for the rest of your work” “Are you sure that you need to grant the cloud full access to your desktop + all of its content to sort elements alphabetically?”
Comment from 12 Jan 2026 in “Cowork: Claude Code for the rest of your work” “Cowork will result in millions of unsuspecting users having complete folders full of data uploaded and persisted on servers”
Comment from 14 Jan 2026 in “Cowork: Claude Code for the rest of your work” - Comment from 13 Jan 2026 in “Cowork: Claude Code for the rest of your work”
Buggy and unreliable results
“it sort of did it, over a long period of time - and felt like a perl script could have done it better faster”
Comment from 9 Sep 2026 in “Muse – Meta’s personal AI agent” “claude cowork has been pretty much useless. for the desktop control, it just seems like the The accessibility stuff is just not there yet on macOS to support it.”
Comment from 9 Jul 2026 in “ChatGPT Work” “I tried to use it right after launch from within Claude Desktop, on a Mac VM running within UTM, and got cryptoc messages about Apple virtualization framework.”
Comment from 2 Mar 2026 in “Anthropic Cowork feature creates 10GB VM bundle on macOS without warning” - Comment from 13 Jan 2026 in “Cowork: Claude Code for the rest of your work”
- Comment from 13 Jan 2026 in “Cowork: Claude Code for the rest of your work”
- Comment from 10 May 2026 in “Mythical Man Month”
Limited platform and regional availability
“I find it a bit disheartening to see development resources being poured into a product that isn't available on my platform”
Comment from 12 Jan 2026 in “Cowork: Claude Code for the rest of your work” “Currently you can't use all features of Cowork as an example, because they are illegal in the EU.”
Comment from 1 Sep 2026 in “AI Can Make You Suck Faster Too”
Other computer use agents people recommend
The three most recommended other computer use agents, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Claude CoworkThis page | 163 | 167 | 49% | 10 | 2 mo5 owners | — |
| Codex Computer Use | 8 | 2 | 80% | 4 | — | — |
| Understudy | 7 | 2 | 78% | 1 | — | — |
| Coasty | 5 | 1 | 83% | 3 | — | — |
What people said
40 of the 380 comments that mention it, newest first. Each links to the original comment.
“Claude cowork could just do my monthly tax receipt collection and compare with my account better than the bookkeeper I pay for it”
“It's not a bad idea, however if Cowork, Designs, Docs and Slides are still different products, it'd be great for the user to know”
“Work gives the model a computer instance it can use for programmatic data access, API munging, etc.”
“it sort of did it, over a long period of time - and felt like a perl script could have done it better faster”
“Currently you can't use all features of Cowork as an example, because they are illegal in the EU.”
“Claude _very_ rapidly gained traction in the business/enterprise space earlier this year with Claude Cowork leading that drive.”
“Claude cowork was able to understand the problem, interview me, find dental insurance paperwork in my email”
“Cowork had it for me in under 30 seconds - I didn't even have to really look away from the zoom.”
“lots of highly-educated knowledge worker friends who aren't particularly techie but who swear by Claude Cowork”
“claude cowork has been pretty much useless. for the desktop control, it just seems like the The accessibility stuff is just not there yet on macOS to support it.”
“they give you a month free of Cowork which is currently Opus 4.8 (or at least they did for us) and I doubt we'd ever go back”
“Microsoft's Cowork is the first time I've seen a system which can actually directly replace people who aren't experts in their business domain.”
“A native macOS version of Claude Desktop (and therefore Claude Cowork) would be a huge step forward for Anthropic.”
“Claude Cowork has been decent at creating and partially implementing effective marketing campaigns for us.”
“Every executive/leader I've shown Claude Cowork to has gone from 'what is AI' to 'vibecoding whole apps' in weeks.”
“Sometimes the tweaks are a bit dumb, sometimes completely trivial, and other times they just undo what they did previously.”
“they're very powerful and helpful once people get up and running, but people struggle to get up and running”
“same but now we're smarter, if you change the current convo we don't stop the underlying long-running process”
“It's all made with Claude Cowork to extract the Historical data from my 4GB Apple Health export”
“The fix was using Cowork's hook system to monitor them at the infrastructure level, bypassing agent judgment entirely.”
“Cowork with skills plugins that leverage Python or bash is a remarkably enabling framework given how straightforward it is”
“I tried to use it right after launch from within Claude Desktop, on a Mac VM running within UTM, and got cryptoc messages about Apple virtualization framework.”
“Anthropic has a clear vision, they want to build the best agentic models so they can build products for humans to use like Claude Cowork, and Claude Code.”
“Claude Cowork is already good enough that it's hard to see how the legal tech startups are going to differentiate”
“Cowork AI is an innovative artificial intelligence tool designed to enhance productivity and collaboration in remote work environments.”
“Cowork seems like it's going to allow me to use the best parts of Claude Code, without being forced to output everything to code.”
“The tool was able to craft a python script that used ffmpeg to edit out the no-motion portions of the videos”
“Anthropic allows the unrestricted upload of personal files to the anthropic cloud environment, but does not check to make sure that the cloud environment belongs to the user running the session.”
“if you set up this feature, you'll give this tool access to all of your private files and an unlimited ability to exfiltrate the data”
“Cowork will result in millions of unsuspecting users having complete folders full of data uploaded and persisted on servers”
“Cowork feels like a real step toward usable agent AI, but that also means we'll really learn how robust (and safe) this stuff is”
“it immediately forgets the results of step 1 by the time it hits step 3 (due to context rot) and starts inventing action items.”
“should work incredibly well for overnight organizing tasks organizing md files, photos etc.”
“This product barely works. It can't connect to the browser extension and when I share folders for it to access, nothing happens.”
“use cases like "Organize my desktop" are horrible misapplications that are insecure, inefficient and a privacy nightmare”
“I like this idea but really do not want to share my personal data to cloud based LLM vendors.”
“I don't think it's fair to ask non-technical users to look out for "suspicious actions that may indicate prompt injection" personally!”
“I find it a bit disheartening to see development resources being poured into a product that isn't available on my platform”
“the problem remains that if you grant access to a file and then get hit by malicious instructions from somewhere those instructions may still be able to steal that file”
“Are you sure that you need to grant the cloud full access to your desktop + all of its content to sort elements alphabetically?”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.