Show HN: Nxtscape – an open-source agentic browser (github.com)

313 points by felarof ↗ HN
Hi HN - we're Nithin and Nikhil, twin brothers and founders of nxtscape.ai (YC S24). We're building Nxtscape ("next-scape") - an open-source, agentic browser for the AI era.

-- Why bother building a new browser? For the first time since Netscape was released in 1994, it feels like we can reimagine browsers from scratch for the age of AI agents. The web browser of tomorrow might not look like what we have today.

We saw how tools like Cursor gave developers a 10x productivity boost, yet the browser—where everyone else spends their entire workday—hasn't fundamentally changed.

And honestly, we feel like we're constantly fighting the browser we use every day. It's not one big thing, but a series of small, constant frustrations. I'll have 70+ tabs open from three different projects and completely lose my train of thought. And simple stuff like reordering tide pods from amazon or filling out forms shouldn't need our full attention anymore. AI can handle all of this, and that's exactly what we're building.

Here’s a demo of our early version https://dub.sh/nxtscape-demo

-- What makes us different We know others are exploring this space (Perplexity, Dia), but we want to build something open-source and community-driven. We're not a search or ads company, so we can focus on being privacy-first – Ollama integration, BYOK (Bring Your Own Keys), ad-blocker.

Btw we love what Brave started and stood for, but they've now spread themselves too thin across crypto, search, etc. We are laser-focused on one thing: making browsers work for YOU with AI. And unlike Arc (which we loved too but got abandoned), we're 100% open source. Fork us if you don't like our direction.

-- Our journey hacking a new browser To build this, we had to fork Chromium. Honestly, it feels like the only viable path today—we've seen others like Brave (started with electron) and Microsoft Edge learn this the hard way.

We also started with why not just build an extension. But realized we needed more control. Similar to the reason why Cursor forked VSCode. For example, Chrome has this thing called the Accessibility Tree - basically a cleaner, semantic version of the DOM that screen readers use. Perfect for AI agents to understand pages, but you can't use it through extension APIs.

That said, working with the 15M-line C++ chromium codebase has been an adventure. We've both worked on infra at Google and Meta, but Chromium is a different beast. Tools like Cursor's indexing completely break at this scale, so we've had to get really good with grep and vim. And the build times are brutal—even with our maxed-out M4 Max MacBook, a full build takes about 3 hours.

Full disclosure: we are still very early, but we have a working prototype on GitHub. It includes an early version of a "local Manus" style agent that can automate simple web tasks, plus an AI sidebar for questions, and other productivity features (grouping tabs, saving/resuming sessions, etc.).

Looking forward to any and all comments!

You can download the browser from our github page: https://github.com/nxtscape/nxtscape

227 comments

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Very interesting approach. Why a browser, and not a fantastic chrome extension? Grouping tabs, summarizing, even taking open ended actions, seem very doable with permissions extensions have..

edit: Just read about the accessibility thing, but that's thin. Is there any usecase in the future that a browser can, but an extension can't?

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It sounds like something that needs to be dealt with in Chromium rather than forked. I am sure lots of developers want such functionality, if it is missing. I found:

https://developer.chrome.com/docs/extensions/ai

Don't any of these fit the bill? Are they Gemini-locked and you want something else? I am not familiar with the Chrome API, so pardon my ignorance.

Yeah accessibility is one such usecase, but in future we have few other ideaswhere having a fork makes it lot easier. Few ideas:

- Ship a small LLM along with browser - MCP store built in

> Is there any usecase in the future that a browser can, but an extension can't?

The only reason to use a browser over a chrome extension is to bypass security features, for example, trusted events. If a user wants the browser window to go to full screen or play a video, a physical mouse click or key press is required. Moreover, some websites do not want to be automated like ChatGPT web console and Chase.com which checks if the event was a trusted event before accepting a button click or key press. This means that a Chrome extension can not automate voice commands inferred with audio to text. However, to get a trusted event only requires the user to press a button, any button, so message or dialog prompt that says, "Press to go full screen," is all that is required. This can be down with a remote bluetooth keyboard also.

The way I see it, these limitations are in place for very, very good reasons and should not be bypassed. Moreover, there are much larger security issues using a agentic browser which is sending entire contents of a bank website or health records in a hospital patient portal to a third party server. It is possible to run OpenAI's whisper on webgpu on a Macbook Pro M3 but most text generation models over 300M will cause it to heat up enough to cook a steak. There are even bigger issues with potential prompt injection attacks from third party websites that know agentic browsers are visiting their sites.

The first step in mitigating these security vulnerabilities is preventing the automation from doing anything a Chrome extension can't already do. The second is blacklisting or opt in only allowing the agents to read and especially to write (fill in form is a write) any webpage without explicit permission. I've started to use VSCode's copilot for command line action and it works with permissions the same way such as only session only access.

I've already solved a lot of the problems associated with using a Chrome extension for agentic browser automation. I really would like to be having this conversation with people.

EDIT: I forgot the most important part. There are 3,500,000,000 Chrome users on Earth. Getting them to install a Chrome extension is much, much easier than getting them to install a new browser.

Are we still tossing around the 10x productivity boost? Please make this stop. I see first commit on April 28 so by 10x productivity its like you've been working on this for almost 2.5 years, and there is still a waiting list on the website.

Appreciate the agplv3 licence, kudos on that.

Thanks for the feedback.

I get the general sentiment. But cursor for sure has improved productivity by a huge multiplicative factor, especially for simpler stuff (like building chrome extension).

The 10x line made me lose all interest I had on this.
Before I dive into the source code... how do you pass the page content, and the locations of interactive components to the LLM? And how do you dispatch events to interact with the page? I just want to verify if it's ARIA tree like the others, or it's something else.
Today, we connect to chrome using CDP and use Puppeteer to send clicks and other operations. Also, using browser use DOM tree highlighting, which works great.

To get the page content we parse accessibility tree.

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But the recruiters don't know that /s
Yes, we are building on top of chromium. haha noway two of us can build a new browser and feel it's not needed too.
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What is with Mac users forking Chromium and then only making releases for Mac?
Haha, was easier to build and we were the first users :)

have linux next on our radar. What build do you want?

.deb would be great to see next :)
I think it makes sense to move fast on a platform you understand and get the featureset solid. Worry about linux, deb packages later
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so agents can control tabs, forms, clicks—like a real user would.so what about undo. if an agent clicks the wrong thing, how do you roll that back without reloading the world?
There is a big red button to always stop the agent.
you will run into the same problems the extension approaches have (Like nanobrowser etc). Which is if i have to supervise constantly for non reversible actions, then im no more efficient(actually less i would argue) than just doing the task myself. A human in the loop- pause just before a non reversible action asking for approval maybe? And the user can see all the current things that need approval. But a stop button works just too late imo
Yeah good point. if there was a "popup" or some "notification" at OS level which asked for approval for certain actions, would that be helpful? Also, maybe we can allow users the flexibility with regards to how much automation they are comfortable with.
Name derived from Netscape (Firefox's great-grandfather), icon is a red fox, but based on Chrome? Was this originally designed as a Firefox fork or what happened there
Yeah. Regardless, it seems misleading to use that icon with a Chromium fork.

Also the fact that it's AGPL means this project is very copyleft and not compatible with business models.

I'm not saying that there is no place for copyleft open source anymore, but when it's in a clearly commercial project that makes me question the utility of it being open source.

  > very copyleft and not compatible with business models.
Could you explain this for the rest of us? Thanks.
The short answer is that it means that businesses need to publicly share whatever change they do to the code, and that alone is enough deterrent to use it.
"The GNU Affero General Public License is a modified version of the ordinary GNU GPL version 3. It has one added requirement: if you run a modified program on a server and let other users communicate with it there, your server must also allow them to download the source code corresponding to the modified version running there."

https://www.gnu.org/licenses/why-affero-gpl.html

This means that if this company is successful and sells me 1 license, in theory I can request the source code and spin up Dr Evil's voice 1 billion clones and not pay licenses for those.

With other forms of GPL you only have to release the source code if you release the software to the user.

A business that maintain its customer base captive through any kind of designed technical defect and asymmetrical information distribution is not striving for excellence in customer experience.

Saying that such a behavior encompasses all possible business models, it's like saying directorship is the only form of governance.

Name 3 succesful companies running under such restrictions?
Being copyleft doesn't mean it's not compatible with business models, it means it's not compatible with exploitative business models.
Huh? It's a good thing that it's AGPL. That license explicitly allows commercial use, and only bans proprietary forks/modifications.
I can’t see how this project lasts with the current name/logo. As mentioned elsewhere, Netscape is still a trademark, and this is quite confusing between Netscape and Firefox.
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Do you respect robots.txt?
No, not today.

But wonder if it matter if it the agent is mostly using it for "human" use cases and not scrapping?

You should, because universities are starting to get legal involved due to mass scraping taking down their systems.
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Yes it would matter. The AI might be I in your eyes, but it is still A.
So is Chrome. Very artificial. It's still not a robot for the purposes of robots.txt.

What coherent definition of robot excludes Chrome but includes this?

The meatsack at the end of the technology chain.

No meatsack in the loop making decisions and pushing the button? Robots.txt applies.

My understanding of this product is that this isn't an automated AI scraper, it's simply helping the user navigate pages they've already navigated to themselves.

If any type of AI based assistance is supposed to adhere to the robot.txt, then would you also say that AI based accessibility tools should refuse to work on pages blocked by robot.txt?

I'll poke the bear:

As a user, the browser is my agent. If I'm directing an LLM to do something on a page in my browser, it's not that much different than me clicking a button manually, or someone using a screen reader to read the text on a page. The browser is my user agent and the specific tools I choose to use in my browser shouldn't be forbidden by a webpage. (that's why to this day all browsers still claim to be Mozilla...)

(This is very different than mass scraping web pages for training purposes. Those should absolutely respect robots.txt. There's a big difference between a user operated agentic-browser interacting with a web page and mass link crawling.)

What do you mean? This AI cannot scrape multiple links automatically? Like "make a summary of all the recipes linked in this page" kind of stuff? If it can it definitely meets the definition of scraping.
I think what he means is it is not just generally crawling and scraping, and uses a more targeted approach. Equivalent to a user going to each of those sites, just more efficiently.
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I'm guessing that would ideally mean only reading the content the user would otherwise have gone through. I wonder if that's the case and if it's guaranteed.

Maybe some new standards and maybe a user configurable per site permissions may make it better?

I'm curious to see how this will turn out to be.

> only reading the content the user would otherwise have gone through.

Why? My user agent is configured to make things easier for me and allow me to access content that I wouldn't otherwise choose to access. Dark mode allows me to read late at night. Reader mode allows me to read content that would otherwise be unbearably cluttered. I can zoom in on small text to better see it.

Should my reader mode or dark mode or zoom feature have to respect robots.txt because otherwise they'd allow me to access content that I would otherwise have chosen to leave alone?

Yeah no, nothing of that helps you bypass the ads on their website*, but scraping and summarizing does, so its wildly different for monetization purposes, and in most cases that means the maintainability and survival of any given website.

I know its not completely true, I know reader mode can help you bypass the ads _after_ you already had a peek at the cluttered version, but if you need to go to the next page or something like that you need to disable reader-mode once and so on, so its a very granular ad-blocking while many AI use cases are about bypassing viewing it at all by a human; and the other thing is that reader mode is not very popular so its not a significant threat.

*or other links on their websites, or informative banners, etc

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> I know its not completely true, I know read-mode can help you bypass the ads _after_ you already had a peek at the cluttered version

What about reader mode that is auto-configured to turn on immediately on landing on specific domains? Is that a robot for the purposes of robots.txt?

https://addons.mozilla.org/en-US/firefox/addon/automatic-rea...

And also, just to confirm, I'm to understand that if I'm navigating the internet with an ad blocker then you believe that I should respect robots.txt because my user agent is now a robot by virtue of using an ad blocker?

Is that also true if I browse with a terminal-based browser that simply doesn't render JavaScript or images?

If you are using an ad-blocker by definition you are intentionally breaking the intended behavior by the creator of any given website (for personal gain), in that context any discussion about robots.txt or any other behavior that the creator expects is a moot point.

Autoconfig of reader mode and so on its so uncommon that is not even in the radar of most websites, if it was browser developers probably would try to create a solution that satisfies both parties, like putting the ads at the end and required to be text-only and other guidelines, but its not popular, same thing happens with terminal-based browsers, a lot of the most visited websites in the world don't even work without JS enabled.

On the other hand, this AI stuff seems to envision a larger userbase so it could become a concern and therefore the role of robots.txt or other anti-bot features could have some practical connotations.

> If you are using an ad-blocker by definition you are intentionally breaking the intended behavior by the creator of any given website (for personal gain), in that context any discussion about robots.txt or any other behavior that the creator expects is a moot point.

I'm not asking if you believe ad blocking is ethical, I got that you don't. I'm asking if it turns my browser into a scraper that should be treated as such, which is an orthogonal question to the ethics of the tool in the first place.

I strongly disagree that user agents of the sort shown in the demo should count as robots. Robots.txt is designed for bots that produce tons of traffic to discourage them from hitting expensive endpoints (or to politely ask them to not scrape at all). I've responded to incidents caused by scraper traffic and this tool will never produce traffic in the same order of magnitude as a problematic scraper.

If we count this as a robot for the purposes of robots.txt we're heading down a path that will end the user agent freedom we've hitherto enjoyed. I cannot endorse that path.

For me the line is simple, and it's the one defined by robotstxt.org [0]: "A robot is a program that automatically traverses the Web's hypertext structure by retrieving a document, and recursively retrieving all documents that are referenced. ... Normal Web browsers are not robots, because they are operated by a human, and don't automatically retrieve referenced documents (other than inline images)."

If the user agent is acting on my instructions and accessing a specific and limited subset of the site that I asked it to, it's not a web scraper and should not be treated as such. The defining feature of a robot is amount of traffic produced, not what my user agent does with the information it pulls.

[0] https://www.robotstxt.org/faq/what.html

robots.txt is not there to protect your ad-based business model. It's meant for automated scrapers that recursively retrieve all pages on your website, which this browser is not doing at all. What a user does with a page after it has entered their browser is their own prerogative.
>It's meant for automated scrapers that recursively retrieve all pages on your website, _which this browser is not doing at all_

AFAIK this is false, and this browser can do things like "summarize all the cooking recipes linked in this page" and therefore act exactly like a scraper (even if at smaller scale than most scrapers)

If tomorrow magically all phones and all computers had an ad-blocking browser installed -and set as the default browser- a big chunk of the economy would collapse, so while I can see the philosophical value of "What a user does with a page after it has entered their browser is their own prerogative", the pragmatic in me knows that if all users cared about that and enforced it it would have grave repercussions in the livelihood of many.

https://www.robotstxt.org/faq/what.html

> A robot is a program that automatically traverses the Web's hypertext structure by retrieving a document, and recursively retrieving all documents that are referenced.

There's nothing recursive about "summarize all the cooking recipes linked on this page". That's a single-level iterative loop.

I will grant that I should alter my original statement: if OP wanted to respect robots.txt when it receives a request that should be interpreted as an instruction to recursively fetch pages, then I'd think that's an appropriate use of robots.txt, because that's not materially different than implementing a web crawler by hand in code.

But that represents a tiny subset of the queries that will go through a tool like this and respecting robots.txt for non-recursive requests would lead to silly outcomes like the browser refusing to load reddit.com [0].

[0] https://www.reddit.com/robots.txt

The concept of robots.txt was created in a different time, when nobody envisioned that users would one day use commands written in plain English sentences to interact with websites (including interacting with multiple pages with such commands), so the discussion about if AI browsers should respect it or if they should not is senseless, and instead -if this kind of usage takes off- it would probably make more sense to have a new standard for such use cases, something like AI-browsers.txt to make clear the intent of blocking (or not) AI browsing capabilities.
Alright, I think we can agree on that. I'll see you over in that new standardization discussion fighting fiercely for protections to make sure companies don't abuse it to compromise the open web.
There's no reason not to respect it.

If your browser behaves, it's not going to be excluded in robots.txt.

If your browser doesn't behave, you should at least respect robots.txt.

If your browser doesn't behave, and you continue to ignore robots.txt, that's just... shitty.

> If your browser behaves, it's not going to be excluded in robots.txt.

No, it's common practice to allow Googlebot and deny all other crawlers by default [0].

This is within their rights when it comes to true scrapers, but it's part of why I'm very uncomfortable with the idea of applying robots.txt to what are clearly user agents. It sets a precedent where it's not inconceivable that we have websites curating allowlists of user agents like they already do for scrapers, which would be very bad for the web.

[0] As just one example: https://www.404media.co/google-is-the-only-search-engine-tha...

>clearly user agents

I am not sure I agree with an AI-aided browser, that will scrape sites and aggregate that information, being classified as "clearly" a user agent.

If this browser were to gain traction and ends up being abusive to the web, that's bad too.

Where do you draw the line of crawler vs. automated "user agent"? Is it a certain number of web requests per minute? How are you defining "true scraper"?

I draw the line where robotstxt.org (the semi-official home of robots.txt) draws the line [0]:

> A robot is a program that automatically traverses the Web's hypertext structure by retrieving a document, and recursively retrieving all documents that are referenced.

To me "recursive" is key—it transforms the traffic pattern from one that strongly resembles that of a human to one that touches every page on the site, breaks caching by visiting pages humans wouldn't typically, and produces not just a little bit more but orders of magnitude more traffic.

I was persuaded in another subthread that Nxtscape should respect robots.txt if a user issues a recursive request. I don't think it should if the request is "open these 5 subreddits and summarize the most popular links uploaded since yesterday", because the resulting traffic pattern is nearly identical to what I'd have done by hand (especially if the browser implements proper rate limiting, which I believe it should).

[0] https://www.robotstxt.org/faq/what.html

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robotstxt.org [0] is pretty specific in what constitutes a robot for the purposes of robots.txt:

> A robot is a program that automatically traverses the Web's hypertext structure by retrieving a document, and recursively retrieving all documents that are referenced.

This is absolutely not what you are doing, which means what you have here is not a robot. What you have here is a user agent, so you don't need to pay attention to robots.txt.

If what you are doing here counted as robotic traffic, then so would:

* Speculative loading (algorithm guesses what you're going to load next and grabs it for you in advance for faster load times).

* Reader mode (algorithm transforms the website to strip out tons of content that you don't want and present you only with the minimum set of content you wanted to read).

* Terminal-based browsers (do not render images or JavaScript, thus bypassing advertising and according to some justifications leading them to be considered a robot because they bypass monetization).

The fact is that the web is designed to be navigated by a diverse array of different user agents that behave differently. I'd seriously consider imposing rate limits on how frequently your browser acts so you don't knock over a server—that's just good citizenship—but robots.txt is not designed for you and if we act like it is then a lot of dominoes will fall.

[0] https://www.robotstxt.org/faq/what.html

This is a user agent and I would be incredibly frustrated if they respected robots.txt. Robots.txt was designed to encourage recursive web crawlers to be respectful. It's specifically not meant to exclude agents that are acting on users' direct requests.

Website operators should not get a say in what kinds of user agents I used to access their sites. Terminal? Fine. Regular web browser? Okay. AI powered web browser? Who cares. The strength of the web lies in the fact that I can access it with many different kinds of tools depending on my use case, and we cannot sacrifice that strength on the altar of hatred of AI tools.

Down that road lies disaster, with the Play Integrity API being just the tip of the iceberg.

https://www.robotstxt.org/faq/what.html

I'll get voted down, but I hate that cute AI fox, and hope I never see it again.
Haha, used gpt4o to generate it. What change do you want to see in that fox appearance? Any change should be a prompt away :)
Why a fox? The browser is based on Chrome. Firefox basically owns having a fox as a mascot in the browser space. Why not pick something original? The fox confusing at best, but some may say misleading. Same goes for the name.
Thanks for the feedback. Honestly—we just reused the icon we had gotten professionally designed for the last idea we were working on (https://felafax.ai/).

But not gonna lie, as a tiny startup, we don’t have marketing budget of Perplexity or Dia, so we picked a name and icon that at least hinted at “browser” right away. Definitely not trying to mislead anyone -- just needed something recognizable out of the gate.

It doesn’t look like you reused that icon. It looks like you generated a new one with AI. So it could have been any animal (or not even an animal at all).
You stated in the parent comment that you used GPT4o to generate it, but now you're saying you had a professionally made icon? I don't understand.
It makes me question your honesty. If you want a fox logo then build it as a Firefox fork. If you do that I will trust you again.
The text is very off-center and the AI "vibe" is palpable. Hire a designer or at least take the time to add the text to a free SVG yourself.
For starters, it shouldn't be using a fox. You know why.
I wish we could stop with the animal "furry" mascots for projects.

It was cute when the internet was cute but now it's just boring.

Agree, but this is bike shedding, like there’s so much more to worry about for these fellas!
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I’m using Dia a lot for work at the moment and frankly it’s a gamechanger. granted I’m not a developer but being able to interact with an LLM that has access to the page I’m on is extremely useful:

Instead of manually hunting across half a dozen different elements, then copy/paste and retype to put something into a format I want…

I can just get Dia do it. In fact, I can create a shortcut to get it to do it the same way every single time. It’s the first time I’ve used something that actually feels like an extension of the web, instead of a new way to simply act on it at the surface level.

I think the obvious extension of that is agentic browsers. I can’t wait for this to get built to a standard where I can use it every day… But how well is it going to run on my 16GB M1 Pro?

If this workflow starts getting any traction this will quickly turn into a cat and mouse game, where companies do their best to make sure those AIs don't work on their websites to make sure humans and humans only watch their websites' ads, their links, their banners and so on.

Google being a big one of those companies would soon side with those companies and not with the users, it's been their modus operandi, just recently some people got threats that if they don't stop using ad blockers in YouTube they will ban them from the platform.

What is Dia (perhaps provide a link)? I'm aware of the diagramming tool, but that's clearly not what you mean here?
Is this only for MacOS? If it's a Chromium fork, what's the reason for no Linux/Windows?

Also what's the business model?

Yes MacOS for now, but looking into getting Linux binary next.

> what's the reason for no Linux/Windows?

Sorry, just lack of time. Also we use Sparkle for distributing updates, which is MacOS only.

> Also what's the business model?

We are considering an enterprise version of the browser for teams.

> Also what's the business model?

The hype cycle business model never changes.

AOL still have active trademarks for “Netscape” which might trouble you here:

- https://tsdr.uspto.gov/#caseNumber=76017078&caseSearchType=U...

> PROVIDING MULTIPLE-USER ACCESS TO A GLOBAL COMPUTER INFORMATION NETWORK FOR THE TRANSFER AND DISSEMINATION OF A WIDE RANGE OF INFORMATION; ELECTRONIC TRANSMISSION OF DATA, IMAGES, AND DOCUMENTS VIA COMPUTER NETWORKS; [ELECTRONIC MAIL SERVICES; PROVIDING ON-LINE CHAT ROOMS FOR TRANSMISSION OF MESSAGES AMONG COMPUTER USERS CONCERNING A WIDE VARIETY OF FIELDS]

- https://tsdr.uspto.gov/#caseNumber=76017079&caseSearchType=U...

> PROVIDING INFORMATION IN THE FIELD OF COMPUTERS VIA A GLOBAL COMPUTER NETWORK; PROVIDING A WIDE RANGE OF GENERAL INTEREST INFORMATION VIA COMPUTER NETWORKS

- https://tsdr.uspto.gov/#caseNumber=74574057&caseSearchType=U...

> computer software for use in the transfer of information and the conduct of commercial transactions across local, national and world-wide information networks

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And in case someone is wondering if Yahoo can be said to have abandoned the mark by disuse, it seems like http://isp.netscape.com is still up, so they have their bases covered.
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Yeah that's just what we need, more AI shit, more slop slapped on top of Chromium.
I've upvoted to encourage your initiative, but I personally will not support any "AI" software unless it 100% runs locally and supports old platforms and hardware. Otherwise it is nothing but another conduit to get access to, and suck all my personal data for surveillance capitalism.
> 100% runs locally

Thank you! We have ollama integration already, you can run models locally and use that for AI chat.

What models are actually recommended, and how useful is the browser when using them? "We have Ollama integration" isn't very useful when there's no information about which models you should use, what works with them, what doesn't, and honestly it feels disingenuous when projects market themselves as 100% private and local and cloud-free and everything stays on your computer when the intended use case is clearly to put an OpenAI API key and send everything to OpenAI
Okay, maybe this is a stupid question, but: what is an agentic browser? You seem to assume that everyone knows what that means.

Is this a common and well-defined term that people use? I've never heard it.

It would appear to me from the context that it means something like "web browser with AI stuff tackled on".

Thanks for asking - not a stupid question at all! I should have probably explained it at the top of my post.

By "agentic browser" we basically mean a browser with AI agents that can do web navigation tasks for you. So instead of you manually clicking around to reorder something on Amazon or fill out forms, the AI agent can actually navigate the site and do those tasks.

Not to pull a "why should I use Dropbox when I have rsync" but why should we use this over adding a Playwright MCP to Claude Desktop or similar?

Does having access to Chromium internals give you any super powers over connecting over the Chrome Devtools Protocol?

Yes, eventually we think there is more value of owning the entire stack than just be a MCP connector.

Few ideas we were thinking of: integrating a small LLM, building MCP store into browser, building a more AI friendly DOM, etc.

Even today, we use chrome's accessibility tree (a better representation of DOM for LLMs) which is not exposed via chrome extension APIs.

> building a more AI friendly DOM

You might consider the Accessibility Tree and its semantics. Plain divs are basically filtered out so you're left with interactive objects and some structural/layout cues.

I've been trying (albeit not very hard) to build an accessibility library and toolset that can be exposed via mcp server. I think it has the potential to be much more ergonomic for generalized computer-use agents than stuff like playwright or the classic screenshot approach. Low latency computer use is another thing that I'd like to solve.

The issue is mac and windows accessibility APIs are opaque and I have no idea what I'm doing so I'm forced to vibe code it all which is not turning out too well... :-)

I suffer from mild carpal tunnel so I want to build a really low latency computer use agent that can do anything on my computer without me having to learn the talon voice syntax or some other traditional accessibility software like mac dictation.

Neat, is it on github?
Not yet, I've gone through a few prototypes that haven't really worked. Nothing has stuck enough to really get far enough for a repo.

I will try to publish something on gh this weekend.

I would take the position of "why use this when I have eyes and hands and a brain?"
My guess is that this is for impatient people; people who think that the prescribed use cases are somehow necessary for their "workflows"; people who subscribe to terms like "cognitive friction" within the context of these use cases; people who are...sort of lazy.
...Why do these lazy people put so much effort into coming up with fancy words to justify that laziness?
That's a really good question. Maybe it's because laziness is associated with a lack of intellect? And certain technologies, like AI and other software, are meant to augment our intellect.

These fancy words carry an intellectual/productive effect. When they're put to use it probably makes people feel like they're getting things done. And they never feel lazy because of this.

Why should I use a calculator when I can use an abacus?
Why use an abacus when I can just use my fingers and toes?
Why use any tool when you have bare hands bla bla...

A good place to start is think about for example if you need to copy paste info from 100 websites to put into a spread sheet for example.

I first heard the term agentic about a month ago. I went from never hearing it, to hearing it 3 or 4 times in 2 days... one of which was on an internal town hall where I work, where leadership was simply using it as if the whole world already knew what it meant, instead of literally being the first time it was ever mentioned.

The tl;dr is that it's AI that makes decisions on its own.

Agents are LLM responses that are feed with tools, like calculate(expression). When it encounters a thing it needs to do to meet desired output, it will run the tool. That is defining a simple agentic workflow.

A complicated workflow may involve other tools. For example, the input to the LLM may produce something that tells it to set the user-agent to such and such as string:

  set_user_agent("Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36");
Other tools could be clicking on things in the page, or even injecting custom JavaScript when a page loads.
This is cool! Congrats on launch! How do you store user data? Do you write to device? Curious if there's a basic.tech x nxtscape collab possible here where you can store each user's info to their dedicated PDS
Thank you! Yeah all user data is just stored locally on device.

Oh cool, will look into basic.tech to understand more.

This is great, I'd like to test! Is there any recommendations on which ollama models works best with this kind of tasks?
Qwen3 8B works pretty well. But for complex planning and navigation tasks, big models (GPT4.1, claude 3.7) are the still the best bet. We also let you use your own API keys for the big models.
Thanks, eager to try :)
Exactly the question on my mind. I have an ongoing fantasy of a super powerful, private inference server sitting in my closet that I can throw at stuff like this.
I think LLMs could have a reasonable chance at solving tab-related workflows (keeping track of tabs or the idea/concept of tabs) - that is tracking and sorting lots of small related research ideas.

Sort of like a backwards perplexity search. (LLM context is from open tabs rather than the tool that brings you to those tabs)

I built a tab manager extension a long time ago that people used but ran into the same problem- the concept of tab management runs deeper than just the tabs themselves.

Yeah, I feel LLMs can finally solve the tab overload issue. I suffer from this constantly.

I added few features which I felt would be useful - easy way to organise and group tabs - simple way to save and resume sessions with selective context.

What are your problems that you would like to see solved?

I think a large part of it is us, as user, we lake the appropriate discipline.

Resist the call to open in a tab every link in this article, overcome the fear of losing something if all these tabs lagging behind are closed right now without further consideration.

I don't like the idea of letting the LLM run wild and categorize things directly, but in a tab-organizing view it would be useful to add more semantic sorting of the tabs- maybe it would enable something like multiple tab-view control panel: Show all the AI tabs. Show all the image diffusion tabs. Show all the LLM tabs. (so overlapping views of sets of tabs)

This would of course apply to not just open tabs but tabs I used to have open, where the LLM knows about my browsing history.

But I think I would want a non-chat interface for this. (of course at any time I could chat/ask a question as well)

This is the missing piece from Karpathy's keynote: the browser.
+1. Browser definitely seems like it's on the verge of getting reinvented, either by us or someone else.
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