Big Idea

The argument in one line.

Claude's computer use becomes economically powerful only after you replace the blocked mainstream browsers with an unlisted alternative, because read-write browser control is the only barrier between Claude and every platform that has defeated conventional automation.

Who This Is For

Read if. Skip if.

READ IF YOU ARE…

You run cold outreach at any scale on LinkedIn, Instagram, or X and have hit walls with conventional browser bots.
You manage paid ads on Meta, Google, or TikTok and spend real time manually reviewing and toggling campaigns.
You are an automation builder or agency owner who wants early leverage before platforms update their detection.
You already know what tasks you want to automate and just need a way to make Claude do them without an API.

SKIP IF…

You need production-grade reliability -- this is a research preview and individual steps can fail mid-run.
Your task already has a clean API or MCP integration; computer use is slower and far more token-intensive.

TL;DR

The full version, fast.

Anthropic ships computer use with a block list covering Chrome, Safari, Firefox, and Edge, which neutralises most of the interesting automation use cases. Installing Min browser -- a free, obscure browser not on the list -- restores full read-write access and is the only technical step that actually matters. From there, eight categories open up: personalised social outreach with AI icebreakers, feed scraping for content pipelines, contact form submission at scale, ad platform management without API credentials, organic YouTube uploads, invoice and bookkeeping automation, desktop app control, and real human-simulation QA testing. The creator is honest that outreach limits, token cost, and research-preview instability are genuine constraints -- and that having a documented SOP for each task is what separates useful from unreliable.

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Chapters

Where the time goes.

00:00 – 01:40

01 · Hook + live LinkedIn demo

Claude sending real connection requests on LinkedIn under AI control, promise of 8 economically valuable use cases.

01:41 – 03:12

02 · The bypass mechanic

Why Chrome/Safari/Firefox/Edge are blocked; Min browser as the unlock; full read-write access explained.

03:13 – 04:41

03 · Use Case 1: Social media outreach

LinkedIn, Instagram, X, Facebook -- AI icebreaker templates with dynamic variable slots; outreach limit caveat.

04:42 – 06:05

04 · Use Case 2: Scraping social feeds

Scraping LinkedIn feed for trending AI posts, saving to file for parasite content or news pipelines.

06:06 – 07:36

05 · Use Case 3: Contact form submission

Giving Claude a list of dental clinic URLs; it fills and submits each form, bypassing captcha appearance via human-like browser control.

07:37 – 09:05

06 · Use Case 4: Ad platform management

Meta Ads Manager demo -- clicking through video ads, reading cost per lead, toggling lowest performers off.

09:06 – 10:32

07 · Use Cases 5 & 6: YouTube uploads + bookkeeping

Organic uploading to YouTube to preserve reach signals; downloading Apify billing invoice from Gmail to local folder.

10:33 – 11:57

08 · Use Case 7: Desktop app automation

Conceptual overview of automating Premiere Pro (waveform cuts, auto-captions) and other GUI-only desktop software.

11:58 – 14:09

09 · Use Case 8: QA testing

Real human-simulation QA -- Claude clicks actual page elements, catching bugs missed by JavaScript-simulated events.

14:10 – 14:42

10 · Setup walkthrough

Download Claude Desktop, enable Browser Use and Computer Use in Settings, prepend prompts with computer use.

14:43 – 14:51

11 · CTA

Subscribe ask (70% not subscribed) and 4-hour Claude Code course plug.

Atomic Insights

Lines worth screenshotting.

Anthropic blocks Chrome, Safari, Firefox, and Edge from computer use -- swapping in Min browser is the only step that matters.
Computer use sidesteps platform bot detection because it controls a real browser with real fingerprints, not simulated click events.
The economic value of computer use is proportional to how locked-down the target platform is -- the more it resists APIs, the more computer use is worth.
Knowing what to automate and having a pre-written SOP matters more than the automation tool itself.
LinkedIn, Instagram, and X have outreach volume limits that computer use cannot bypass -- multiple accounts are the only scale path.
Uploading to YouTube via computer use preserves organic reach signals that API-based uploads may suppress.
QA testing with real mouse and keyboard events catches bugs that JavaScript-simulated click events miss.
Prepending 'computer use' to prompts increases the probability Claude actually uses the feature instead of defaulting to API calls.
AI icebreaker templates with dynamic variable slots dramatically outperform static cold messages even when the personalisation is shallow.
Big businesses benefit most from computer use automation -- they already have the SOPs, they just lack the execution layer.

Takeaway

One browser swap unlocks everything computer use promised.

WHAT TO LEARN

The tool is not the bottleneck -- the block list is, and it has a single workaround that takes two minutes to implement.

Anthropic blocks the major browsers from computer use by design; installing an unlisted browser like Min is the only step that expands what the feature can actually do.
Computer use defeats platform bot detection not by spoofing signals but by using a real browser with real fingerprints -- the same mechanism that makes it slower and more token-intensive than API alternatives.
The use cases worth pursuing are the ones where no API exists or where using the official API triggers reach suppression -- platforms actively punish automated uploads or artificially limit programmatic access.
Outreach volume limits on LinkedIn, Instagram, and X are platform-side constraints that computer use cannot bypass; scaling past them requires multiple accounts, not a better prompt.
An AI icebreaker template with dynamic variable slots performs meaningfully better than a static message, even when the personalisation is shallow.
QA testing with real mouse events catches edge cases that JavaScript-simulated clicks miss, because some UI elements only respond to genuine pointer interactions.
The value of any automation is proportional to the quality of the SOP it follows -- having a documented, step-by-step process before automating is what separates a reliable workflow from a brittle demo.
Computer use is in research preview; any specific capability shown in a tutorial may be patched or altered within months, so build on the underlying pattern (browser control) rather than the exact prompt syntax.

Glossary

Terms worth knowing.

Computer use: Anthropic's feature giving Claude the ability to take screenshots and control the mouse and keyboard of a real computer, allowing it to interact with any application or website the way a human would.
Min browser: A free, open-source, minimal web browser (minbrowser.org) not currently on Anthropic's block list, making it the recommended workaround for full read-write computer use automation.
Read-write access: Browser permission level that allows Claude to both observe and interact with any page -- required for actions like clicking, typing, and submitting forms.
Icebreaker: A quasi-personalised outreach message template with AI-fillable variable slots (name, company) that makes automated connection requests appear individually crafted.
Parasite content: Content strategy that repurposes or closely mirrors trending posts from other accounts to rank on platform feeds by proximity to already-viral material.
SOP: Standard Operating Procedure -- a documented step-by-step process for a repeatable task; the structured instructions Claude follows when executing an automated workflow.

Resources Mentioned

Things they pointed at.

03:12toolMin browser ↗

09:06toolApify ↗

14:10toolClaude Desktop App ↗

14:43link4-hour Claude Code course ↗

Quotables

Lines you could clip.

01:17

“If you feed in the right prompt and then use the right browser analog, you can have whatever automation you want done basically constantly for you in the background.”

Distils the entire value proposition in one sentence→ TikTok hook↗ Tweet quote

08:53

“The more important thing than having a list of things to automate is knowing what to automate and having a preexisting SOP for that.”

Counterintuitive insight that reframes tool vs strategy→ IG reel cold open↗ Tweet quote

07:37

“Big businesses are going to have the most success with this stuff -- not necessarily the small ones.”

Honest, contrarian, punchy→ newsletter pull-quote↗ Tweet quote

The Script

Word for word.

00:00So Anthropic just released computer use, which is basically where you give Claude access to your browser and your keyboard. And a lot of people out there are using this for silly toy demos, like how to organize your file workspace or whatever the heck. In this video, I wanna show you eight ways you can actually apply computer usage to real economically valuable tasks.

00:16Like for instance, reaching out to tens of thousands of people automatically in a highly personalized way using my browser. So I'm gonna start with a brief demo, and then I'm gonna show you guys how you guys can set this up on your end. We're also gonna be bypassing Anthropix built in, uh, read block, which basically is where they don't allow you to use your browser for incoming rights.

00:32Uh, I'll show you guys how to do that, and then I'll also show you guys how to set it up in case you guys wanna know. Okay. First and foremost, what's going on here?

00:37Uh, I'm on LinkedIn, and what I'm doing is I'm sending connection requests, which are the way that you sort of do outreach on LinkedIn. And one thing to note is that LinkedIn inherently blocks the vast majority of browser automation because it's obviously in their interest to maintain a highly human sort of environment. Right?

00:56Most social media platforms will do this. Instagram does this. Uh, you know, x is gonna do this.

01:01Facebook and and so on and so forth. And so any sort of, like, automation of this task is pretty difficult to do in practice, and you'll receive some sort of either major platform block or, you know, you're just gonna run into some form of issue. Computer use basically negates that for you entirely.

01:17If you feed in the right prompt and then use the right browser analog, you can have whatever automation you want done basically constantly for you in the background. And I foresee a future where we all have a 100 Mac minis or whatever the heck is the the trending item. Pretty soon where stuff like this is occurring on autopilot all the time.

01:34How do you actually do this? Well, I'm just gonna open up my thread here and you'll see that what I've done is I've said, I want you to use computer use to control my computer and send connection request to people on this page with the min browser, which is full read write access.

01:47That's important because Anthropic automatically blocks the usage of Chrome, Safari, Firefox, and most other major browser tools for this. Then I say customize each connection request so it doesn't suck. Use a connect request like, hey, first name, saw casual version of company name, and I think we'd vibe quite a bit given our interests.

02:03So when I have computer use on, as you guys could see, the browser looks a little bit different. Right? We have sort of that, like, yellow outline.

02:09And it's actually, like, controlling my mouse. What it's doing is a variant of what it's already capable of doing with, like, Chrome DevTools, MCP, or whatever, where it takes a screenshot and then, you know, it, like, kinda controls it. But you can see that at any point in time, I can just jump in and make minor adjustments and so on and so forth.

02:24And, you know, as long as I'm not doing that while it's doing something super valuable or important, it sort of figures it out on its own. So that's use case number one. And I just showed you guys it on LinkedIn, but I wanna show you guys just how many other platforms you can do this on as well.

02:35Um, obviously, a big one here is Instagram. I know sending Instagram DMs automatically is obviously very high in demand and, you know, a lot of people wanna wanna do that. But the same thing applies to any other platforms.

02:45You could do this on x.com. Um, despite the fact that I don't think Facebook is a great place for this stuff, you can also automate Facebook entirely. Then obviously, you could do this on other platforms like, I don't know, TikTok and in a short form and and so on and so forth.

02:57The way that you do this to make a long story short is one, you install a browser that not a lot of people have heard about. A browser that is not on the block list. Anthropics current block list, I think, is Chrome is Chrome.

03:11I think it's also Safari, and then they also do, obviously, Edge and Firefox. Min is a simple, free, and straightforward browser that I'm not affiliated with at all. It was just the first one that I tried that wasn't part of this block list.

03:23And what I'm doing is I have Minh set up here. I then logged into my LinkedIn account, and then I just give it a list of all of the different, you know, leads I wanna actually, uh, you know, send requests to. And in my case, I did this pretty straightforwardly.

03:34I just pumped in the term AI automation into my LinkedIn sorted by people, and then I just have it going. Now I should note that, you know, most of these platforms have outreach limits, so you can actually send, like, five quadrillion pieces of outreach automatically. You'd need either multiple accounts to do this or, I don't know, some other sort of, like, black hat method.

03:49And I don't recommend doing that. You know? I don't recommend overly gaming these social media platforms because there's obviously downsides and, you know, a fair amount of risks.

03:55Um, but you can apply the exact same approach to whatever the heck you want. After that, you just feed the list. And then perhaps most importantly, you have some form of what we in the cold outreach business call an icebreaker, which is some sort of, like, kind of quasi customized template that allows AI the ability to fill in variables dynamically.

04:11And so in my case, what I did, if I go back to co work, is I said, use a connect request like, hey, first name, saw casual version of company name, and I think we vibe quite a bit given our interests. You can insert or replace whatever variables you want here. It'll work pretty reasonably so long as Claude obviously has access to information about that.

04:28My next major use case is going to be scraping social media for posts and then saving that to a local file, which I can then feed into, I don't know, Claude code or some other features thing in order to, like, generate content on my end. Now the issue with doing a lot of this stuff organically is obviously, one, it takes a fair amount of time.

04:43But then two, there's no, like, API based way to plug this into a workflow. You either have to have, a virtual assistant or somebody do it, or you have to do some sort of hacky workaround. What I'm doing with cloud computer use is I'm giving it a really simple and straightforward query, just saying scrape my LinkedIn feed for 10 posts about AI, and then save the trending ones to a file for me with computer use.

05:00And it's just going through right now, basically taking screenshots and then also saving the text to a file. After I'm done with that, I could use the file for whatever I want. So some really cool use cases for this.

05:09Obviously, there's, like, trending news scraper style systems, which is personally what I'm using this for. Uh, but there are variety of other ones as well. You could try, a parasite based system, which goes through somebody's social media platforms.

05:18Again, you know, on platforms that do not explicitly allow or explicitly prevent any sort of browser automation. And then get the text. You could feed that text into AI to have it like rewritten.

05:28You could, um, save photos and stuff like that by right clicking the pictures saying, you know, save as and so on and so forth. And then eventually just have like a big file setup that you can, you know, then plug in your own content calendar. Once you're done, you then get a list of trending AI posts, and then you can do whatever the heck you want with these posts.

05:43In my case, maybe I'm gonna use these trending posts to create some parasite content or whatever and use that to rank on LinkedIn. My next use case is going to be giving it a list of forms. So in my case, I'm just gonna use dentist, but you guys could do whatever the heck you want.

05:54Contact forms for agencies, uh, I don't know, big people to get in touch with, whatever. And then just have it actually reach out to them by filling out those forms. And this is valuable because a big chunk of the Internet right now is, like, gate walled by contact forms and so on and so forth.

06:07You can't find people's emails, but you can get a contact form. And so you can use or have computer use, um, actually control your browser, click buttons, and so on and so forth to one, mitigate the appearance of captchas and other things, while also two, um, filling it out in like a human natural way with, you know, your browser and stuff.

06:22So in this case, I said with computer use, fill these forms out. Loose info, gave it my name and so on and so forth. You know, initially, it tried using Chrome.

06:30The reason why is because it always tries just using the specific, um, thing that it's connected to. What I'm gonna do now is I'm actually just gonna go into the min browser again. It's going to open up some new tabs, I imagine, using the URLs that I gave.

06:42And again, it's literally using my my keyboard, which is why it's so cool. And then it's gonna try and, uh, you know, fill out their forms and stuff. So here's a simple walk in dental clinic.

06:50You know, it's like a new patient form, and it's just gonna go top to bottom and click on everything. Just started by closing the chat widget, and now it's gonna start with the what looks like first name, last name, and then work through each field. I should note that, you know, a couple of these input fields are pretty dynamic.

07:04Right? One of these is like a birth year or birth date picker. It's not very straightforward.

07:09What it's done is it's just like clicked on four things in like two seconds for me, and it's just working its way top to bottom. And when all is said and done, it then fills out the form and then submits it. The next one's gonna be managing ad platforms without API access.

07:20So think of things like Google Ads or Meta Ads or TikTok Ads. Like, these platforms all lock down their ads stuff really, really strongly, and then they also just make it a pain in the ass if you do have any sort of API access. Um, the reason why is obviously they just don't want, like, a fleet of agents that control everything completely automatically.

07:37But what's wild is with computer use, you can do that. And you can make a fair amount of money in the interim by automating all of that stuff before, you know, they catch up. So this is one of the companies that I run, and we do ads for a fair number of dentists across the Canada area.

07:48We typically generate ROASs anywhere between eight to 10 x, so very strong stuff. And let's just say I wanna automate the process of, I don't know, like, turning off ads that aren't very good. So in my case, maybe I want to click through all new patient video ads in the current ads manager page, and then find the cost per lead.

08:03I want the inside view, so I actually want it, like, inside, not just on this little dashboard. And then I just wanted to turn off the lowest performers.

08:09Obviously, I could standardize this in, like, a bajillion different ways. Hopefully, that's clear. I don't just have to do it, like, super loosely, like, find the best ads.

08:17I could have strict SOPs where it's, find the top three performing ads, find the lowest five performing ads, and so on and so forth. But just like I use my own computer and my mouse to do this, I could do this with computer use controlling everything. This reminds me of like those Tesla self driving ads, but like my hands up here.

08:31So I don't know. It's finding the new leads ad, you know, it's seeing that there's no budget, and then maybe it's turning it on or it's turning it off. Hopefully, you guys get the point.

08:38You can automate the large majority of more or less any valuable knowledge work like this. I think, honestly, the thing that I'm coming to realize is the more important thing than actually just, like, having a list of things to automate. It's just knowing what to automate and then having a preexisting, like, SOP for that.

08:55Um, so believe it or not, like, the big businesses are going to have the most success with this stuff, uh, not necessarily, you know, the the small ones. Anyway, But here's it going through, clicking on my ad sets and and stuff like that, finding the highest performers, then enabling them or disabling them. Another cool use case is uploading and then managing things for YouTube.

09:11Very similar idea, so I'm not gonna show it here. But what you can do is, in my case, you know, I record a lot of videos via OBS, that's what you guys are watching right now. Um, previously, in order for me to automate the process of uploading them to YouTube, I had to use the YouTube API, or I had to use some sort of third party service that connected with YouTube like Ophonic.

09:27And the issue behind uploading things automatically to social media platforms via API is, like, the the current consensus is they will block you or significantly restrict your reach if you do it automatically. Again, because they don't want automatically generated content. They want, like, real user generated content, people to actually click buttons.

09:41Well, now you can just have computer used to it for you. You can automate the process, then you can also get all of the upside of, like, having organic reach and brand. The next use case is gonna be pretty straightforward.

09:49I'm just going to have it compile a bunch of invoices to me locally on my computer. Obviously, I could do this manually, and there are probably some API based ways I could do this as well. But this uses the exact same interface that I do.

09:59Very similar to, like, a humanoid robot. Why do we make humanoid robots nowadays? It's because despite the fact that other types of robots are probably better, our natural environment is geared towards, like, humanoids.

10:09Right? So humanoid robots, obviously, despite not being perfect at any one thing, can do everything, which is valuable. In my case, I just have it grabbing the first Apify billing invoice because I pay them for the automation of a few other things that I do.

10:21And then it's just gonna save that to an invoices folder. 49 US dollars. Good lord.

10:25What's funny is I think it was right across the street from their office when I was in Prague. That's wild. I didn't realize they were headquartered down there.

10:31Anyway, it's scrolling down now. And then sorry. I didn't wanna show you guys my address or anything, but it went through.

10:35I downloaded it. Now, um, you know, it's in my downloads folder right over here. You can also have it automate some desktop apps as well.

10:41Now this is sort of like the more boring use cases that most other people have shown on YouTube videos, but still pretty interesting. You can have it automate, like, Premiere Pro, for instance, to identify, um, low waveform points on a graph and then actually cut right at, like, the lowest point. You could have it do a combination of, like, terminal based commands, and then I'm just thinking about video editing because I do a lot of video editing right now.

10:59GUI based commands to both shorten it, uh, you know, have Premiere Pro generate captions for you, slap the captions on the video automatically, and then do a couple of other things. Uh, you know, really, the sky is the limit there. And, unfortunately, there's just so many different products that we could use there.

11:10I don't feel like I'd do a substantive positive service by demoing just a couple of mine. Okay. And then finally, QA testing.

11:17Because we are using our mouse and our keyboard here, we are gonna be interacting with the screen with Plot in a very similar way to in which a human would really realistically interact with the screen. A lot of the ways that people have been doing some sort of QA testing so far has been using, like, Chrome DevTools MCP or browser automation.

11:33And that's okay because, you know, it still, like, does things on the computer, but it doesn't do so in a way that a human being might. For instance, it, like, doesn't click specific parts of the page. Right?

11:41What it'll do is it'll, like, run JavaScript that simulates a click event. So what I've done here is I've said, hey, I want you to QA test at nixrife.com. Go through my entire sign up flow.

11:50Try to break it. Screenshot every step. The goal is some form of real user simulation.

11:54I just want you to actually, like, do it the way that I would do it. And you could see that it's, uh, it's gonna try and break it in, a million different ways. And the reason why this is valuable is because sometimes there are, like, buttons on a page or features in an app that aren't immediately accessible to something like a browser automation version.

12:07Personally, I think this is what, like, a lot of big teams have probably been doing for at least a little while. Uh, I would almost guarantee you the Anthropic team, in particular, has probably been using it to, like, stress test their products. But it's gonna start clicking various buttons.

12:18It's gonna try all the different validation approaches and so on and so forth. And this isn't a product. It's just my own personal website.

12:23But hopefully, you guys can see how you'd able to scale up an approach like this to make it as as substantial as you want. Alright. So how do you actually get this set up?

12:28It's actually really straightforward. First of all, this is in research preview mode. So some of the features that I just showed you may be invalidated if you're watching this video, like, two or three months from now.

12:37But realistically, all you really need to do is just, like, download and then install the Claude code desktop app. So you can do that by just going to Claude desktop app. K.

12:47Give that button a quick click. You'll go to the downloads page, and then we have a couple of different options here depending on if you guys are on, like, Mac OS or Windows. But in my case, I'm on Mac OS, so I'm just gonna click download on Claude desktop.

12:57That's gonna open up this page in the top right hand corner. You can see it done this a couple of times because I wanted to reinstall it. Then, um, all you do is you drag the Claude app over to applications.

13:05I'm not gonna do that because it's gonna reinstall it for me and, you know, already have it installed. And then just type Claude to actually open up the app. Once you're done with that, you'll have access to three different tabs, chat, co work, and code.

13:15Right now, it's available for co work and code, not inherently chat. But in order to do this, just go to co work. And then now you can basically say, hey.

13:23Do x, y, and z. It may not be enabled for you guys right off the bat. If that's the case, head over to settings first, and then underneath general, scroll all the way down to where it says browser use and computer use.

13:32Enable browser use because that'll allow it to use the the Claude Chrome extension, which allows it to do some browser stuff. And then also enable computer use, which allows it to take screenshots and control your keyboard and mouse in apps that you allow. Then you could do any of the demos, you know, that I say.

13:46And, you know, just in order to maximize the probability that it actually uses the computer use feature, I have so far just been appending or prepending my request with the term computer use. Otherwise, sometimes it'll just try doing API stuff. The reason why is probably because it's very token intensive, and I'm I'm sure they'll figure out ways to make it less token intensive over time.

14:01But right now, this is the simplest manner. Okay. And then the last thing is you need some sort of browser app that does both read and write access.

14:08The one that I'm using right now is called minbrowser.org. If this does, for whatever reason, get patched or whatever, you can also just look up other browsers that are safe, hopefully open source, that'd be ideal. The way I did that is I just went into Cloud Code and I said, like, find me 20 different browsers And, you know, one of those ended up working.

14:25Okay. So that's it. Hopefully, you guys appreciated this look and how to actually make money with Cloud Computer Use.

14:29It's not just fancy toy demos here, but, you know, if you apply it to a couple of interesting workarounds, you can make some cool things happen, and you can also take advantage of browser fingerprinting and stuff like Aside from that, if you guys enjoyed this video, please subscribe to the channel. Something like 70% of people aren't, and I'm trying to grow as quickly as I can right now.

14:43So you'd doing me a big solid. Check out my four hour Claude code course for more on how to use Claude for economically valuable ends, and I will catch all of y'all on the next video.

The Hook

The bait, then the rug-pull.

Most computer use demos show Claude reorganising a file folder. This one shows it sending personalised LinkedIn connection requests -- live, at scale, on a platform that actively blocks browser automation. The gap between those two use cases is a single browser install.

Frameworks