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The Shape of Artificial Intelligence

https://www.thealgorithmicbridge.com/p/the-shape-of-artificial-intelligence
1•gmays•2m ago•0 comments

Arepl for Python – Visual Studio Marketplace

https://marketplace.visualstudio.com/items?itemName=almenon.arepl
1•ZeljkoS•5m ago•0 comments

The Government Unconstitutionally Labels ICE Observers as Domestic Terrorists

https://www.cato.org/blog/dhs-policy-threatening-arresting-ice-observers-violates-their-rights
2•mdhb•5m ago•0 comments

Show HN: Secret Santa Wonderland – No More Lonely Christmas

https://secretsantawonderland.com/
1•shyonagi•7m ago•0 comments

Beijing is enforcing tough rules to ensure chatbots don’t misbehave

https://www.wsj.com/tech/ai/china-is-worried-ai-threatens-party-ruleand-is-trying-to-tame-it-bfdc...
8•bookofjoe•12m ago•0 comments

WPScan: WordPress Security Scanner

https://github.com/wpscanteam/wpscan
3•nateb2022•13m ago•1 comments

T * sin (t) ≈ Christmas tree (2013)

https://github.com/anvaka/atree
1•adamnemecek•14m ago•0 comments

A Distant Salutation: The Moment the South Lost the Civil War

https://lessobvious.shorthandstories.com/jeb/
1•licorice•15m ago•1 comments

Ask HN: Where do deterministic rules break down for LLM guardrails?

1•halilbugol•16m ago•0 comments

Can eating high fat cheese and cream reduce dementia risk,as new study suggests?

https://theconversation.com/can-eating-high-fat-cheese-and-cream-reduce-dementia-risk-as-a-new-st...
4•bikenaga•34m ago•1 comments

Show HN: Minimalist editor that lives in browser, stores everything in the URL

https://github.com/antonmedv/textarea
30•medv•34m ago•8 comments

Saturation: Waymo Edition

https://surfingcomplexity.blog/2025/12/23/saturation-waymo-edition/
1•abnercoimbre•35m ago•0 comments

Nano Banana AI Image Editor Advanced Image Generation and Edit

https://nano-bananaai.org/
1•mariolattik•39m ago•1 comments

A Curl 2025 Review

https://daniel.haxx.se/blog/2025/12/23/a-curl-2025-review/
2•todsacerdoti•39m ago•0 comments

Year in review 2025: AI in data science [Python/R]

https://posit.co/blog/2025-12-19-ai-newsletter/
1•ionychal•40m ago•0 comments

Cars are going high-tech at the risk of software woes

https://www.morningbrew.com/stories/2025/01/09/cars-are-going-high-tech-at-the-risk-of-software-woes
2•speckx•41m ago•0 comments

The Crash That Led One County to Reckon with the Dangers of E-Bikes

https://www.nytimes.com/2025/11/30/magazine/e-bikes-accidents-safety-legislation-california.html
1•thelastgallon•41m ago•0 comments

Show HN: Chatpack – Compress chat exports 13x for LLM analysis (Rust)

https://github.com/Berektassuly/chatpack
1•Berektassuly•41m ago•0 comments

Show HN: Online 3D game engine now in Beta

https://phibelle.studio/
1•NabilNYMansour•42m ago•0 comments

The Twelfth Day of Agents: A Reflection and Heartfelt Thank You

https://buttondown.com/johncoghlan/archive/on-the-twelfth-day-of-agents-a-reflection-and/
1•mooreds•44m ago•0 comments

European Majority favours more tech regulation

https://yougov.co.uk/technology/articles/53241-european-political-monthly-where-do-europeans-stan...
9•snowpid•44m ago•3 comments

Are Young College Graduates Losing Their Edge in the Job Market?

https://www.clevelandfed.org/publications/economic-commentary/2025/ec-202514-are-young-college-gr...
1•pedrodelfino•44m ago•0 comments

Beware of Central Economic Forecasts for 2026

https://www.project-syndicate.org/commentary/2026-forecast-for-the-us-economy-includes-three-prob...
1•mooreds•44m ago•0 comments

Intelligence – Space Investigation Game

https://intelligencegame.tech/
1•NooneAtAll3•44m ago•0 comments

Postgres with Instant Branching

https://github.com/elitan/velo
1•mooreds•45m ago•0 comments

Palantir says college is no longer a reliable training ground

https://fortune.com/2025/11/05/palantir-colleges-no-longer-reliable-training-ground-gen-z-hire-22...
2•pedrodelfino•46m ago•2 comments

Looking for Decent Conversation?

34•kmstout•48m ago•2 comments

Google Built Its Empire Scraping the Web. Now It's Suing a Scraper of Google

https://www.techdirt.com/2025/12/24/google-built-its-empire-scraping-the-web-now-its-suing-to-sto...
7•hn_acker•49m ago•1 comments

Show HN: Internet Wrapped

https://internetwrapped.com
1•TimCTRL•51m ago•0 comments

How two explorers, a mother and a baby made America

https://www.economist.com/interactive/christmas-specials/2025/12/18/how-two-explorers-a-mother-an...
1•andsoitis•52m ago•0 comments
Open in hackernews

Show HN: Vibium – Browser automation for AI and humans, by Selenium's creator

https://github.com/VibiumDev/vibium
83•hugs•2h ago
i started the selenium project 21 years ago. vibium is what i'd build if i started over today with ai agents in mind. go binary under the hood (handles browser, bidi, mcp) but devs never see it. just npm install vibium. python/java coming. for claude code: claude mcp add vibium -- npx -y vibium v1 ships today. ama.

Comments

christophilus•2h ago
Nice. I was just thinking of building this very thing. Glad to see I won’t have to. I’ll check it out after the holidays.
hugs•2h ago
what specific things were you looking for?
christophilus•1h ago
My use case is mainly to make it easier to show Claude Code a problem with an SPA as I develop it. Claude’s decent at traditional server-rendered stuff, since it can curl and reason a bit about the responses, but SPAs require something more like your tool here.
xnx•1h ago
You might try Google Antigravity since it is natively designed to test in the browser as it codes.
anamexis•1h ago
My number one question would be how it compares to Playwright -- differences in design goals, capabilities, advantages and disadvantages.
hugs•1h ago
it's a good questionn! i partially addressed this in the "why vibium" section of the v1 announcement: https://github.com/VibiumDev/vibium/blob/main/docs/updates/2...

to save a click, i'll post it here, too:

-----------

why vibium?

there are dozens of "ai-powered browser" tools now. so why this one?

the selenium ecosystem is massive: millions of tests, thousands of companies, decades of investment. but there's no obvious bridge to the ai future. many have moved to playwright — and for good reason: it's fast, easy to use, has popular features like auto-waiting, integrated video recording, and a ton of other batteries included.

vibium takes the same approach. batteries included. great dx. but built for where the industry is going: ai agents that need to drive browsers.

when i did those interviews in september, the response wasn't just "cool idea." it was relief. the community trusts us to build this bridge because we built the last two: selenium in 2004, appium in 2012.

community and ecosystem are the moat.

anamexis•1h ago
Thanks! I don't think it really answers my question though.

AFAIK Playwright also takes the approach of batteries included, great dx, and has a lot of good integration with AI agents.

Basically, what sets Vibium apart?

suchintan•1h ago
This is very cool. We were thinking about doing something very similar with Skyvern

What was the reason you went down this path instead of extending selenium with AI features?

hugs•1h ago
i partially addressed this in the "why vibium" section of the v1 announcement: https://github.com/VibiumDev/vibium/blob/main/docs/updates/2...

but why a new thing vs extending selenium? it's a little complicated, but neither selenium nor playwright were designed with ai in mind from day 1. with vibium, i'm optimizing for "vibe coding" and ai-driven workflows first.

suchintan•43m ago
This makes sense. I guess I wanted to understand why starting from scratch was better than "fixing" selenium, but perhaps "fixing" selenium isn't an option?
hugs•15m ago
for the entire testing tools industry, in some ways, selenium was the "final boss" to beat. every new tool had to trash selenium in their marketing. eventually those "hit points" added up. "fixing selenium" is as much as of a branding problem as it is a technical problem. "oh, there's a new version of selenium? i heard selenium sucks!" is actually a problem that has to be dealt with. an entire new generation of coders only know "playwright rules, selenium drools".

of course, i have a new host of problems by going all in with "vibium"... i'm making a huge bet that "vibe coding" is a trend, not a fad. (it could still be a fad! we'll see if this post ages well soon enough!)

suchintan•12m ago
That makes a lot of sense. Sometimes it's easier to leave the baggage behind. It's too bad..selenium is a masterpiece. Thanks for sharing it with the world
moss_dog•1h ago
I'd love to be able to lock down the browser to only allow certain URLs (e.g. localhost) so I can give Claude (and other tools) carte blanche to use browser automation (rather than manually approving each command). Is this something on your radar / roadmap?
ramoz•1h ago
If using Claude Code, a simple hook can govern `browser_navigate` (mcp)

A custom sh script or something for whitelists would take ~5min to setup.

For more robust governance (many policies), you can write Rego using https://github.com/eqtylab/cupcake

https://code.claude.com/docs/en/hooks#mcp-tool-naming

moss_dog•1h ago
Thank you for the links / info! I'm looking forward to digging into this.
hugs•1h ago
fully aware of the "blast radius" risk of using claude to do stuff. i'm doing all my vibium dev in a vm using UTM (and you should, too!). wonder if there are some network rules we can add.

i did post a v2 roadmap on the github repo. might be time to start the draft for v3!

falcor84•39m ago
As I see it, the only real solution is to put it into a container that has a firewall with a short whitelist.
moss_dog•5m ago
I was looking into this earlier -- presumably you'd also need to allowlist Claude itself (whatever endpoints it hits to run inference etc). VM firewall gets a little trickier with Claude's web search tool, too.

The solution I landed on recently was to locally modify the Chrome devtools MCP to launch the browser instance with strict network restrictions. I believe the implementation used `--host-resolver-rules`, blocking all URLs by default with an environment variable to control the allowlist (which, in hindsight, Claude can easily work around if it needs to -- I should probably just hard-code the allowlist).

mannanj•1h ago
Hi this looks really valuable, thanks for developing and sharing. Would you share some use cases and how you or your users use it personally? would love to see some examples and feel the aha "That's how I'd like to use it too!" and it would help me drive and se the problems I have as being solvable by this too rather than seeing a tool/solution looking for a problem. (not implying you're that, but without examples/use cases that's the default way I think)
hugs•1h ago
lots of people have already been posting examples of how they used vibium on linkedin. (code's only been available for a day or two, so we're just getting started!)

we also have a new discord server for the project that we just spun up and will be opening up more widely soon. discord could be a good place to share uses cases and experiments until we set up a more formal website structure).

rancar2•1h ago
I wasn’t able to gather the future state plans beyond what’s noted in the V2 plans:

https://github.com/VibiumDev/vibium/blob/main/V2-ROADMAP.md

What’s next 5 years look like given that you are very good at building long-term projects that last and evolve through time? And for a very specific example, what’s the plan for incorporating new standards like Agent Skills as they quickly evolve and launch?

hugs•20m ago
short term: yeah, we should totally add agent skills asap! new year's eve goal?

as far as long term plans go, i like the tim o'reilly quote: "create more value than you capture".

with selenium, we created an entire ecosystem of tools, users, companies, and economic activity. (literally billions of usd -- it's a story frequently ignored by the tech press when looking for "open source success stories".) but i hope to do the same with vibium. there will likely be a hosted "vibium.cloud" hosted service. i also hope there will be lots of them. in a similar way, there weren't many "hosted selenium" services when i started sauce labs. now there's a bunch. browserstack, lambdatest, etc.

it was also not really an accident we did that with selenium. there is a lot of behind-the-scenes consensus building that happens to make things like a w3c webdriver standard happen. (funfact: vibium relies on the new! w3c standard "webdriver bidi" protocol heavily inspired by the chrome devtools protocol used by playwright. (tl;dr: it's just json over websockets.)

i'm betting on industry cooperation, standards, and shared prosperity. that's my 5 year plan!

hcoura•1h ago
How does it handle context bloat between the browser and the llm?

Any plans of exposing more of the browser? For instance playwright is able to store tracing files the agent may decide to read to understand some requests / payloads…

Any plans on allowing the agent to run an arbitrary js script?

hugs•58m ago
i definitely have plans to expose more of the browser! at the moment, it's very limited. i'm not sure if anyone has completely nailed the context bloat problem -- definitely worth more study and benchmarking. i suspect the long term answer is "don't use mcp". but mcp (warts and all) felt like a table-stakes feature for a v1 release.

also need to clarify: there are two apis exposed right now: the mcp server and a "plain old" js/ts api. the js/api does have the ability to run arbitrary js. theoretically, you could ask an agent to write a vibium script with the js/ts library, and have the ai run that... (which ironically? is also a way to deal with the issue of context bloat)

michelb•59m ago
Interesting, I've been using this skill https://github.com/SawyerHood/dev-browser to save on context and get some more speed. Will try this out!
hugs•52m ago
yeah, looking to play more with (and support) skills with vibium soon.
chews•34m ago
big virtual hugs for @hugs... thank you for the Christmas gift of fewer keystrokes :-)
nivekney•57m ago
Aside from the project itself, I am learning a lot just from reading the commits. Mostly about the process when one knows how they'd do it.

https://github.com/VibiumDev/vibium/commits/main/?after=ffc3...

ripped_britches•56m ago
What is the benefit of using this instead of playwright?
badlogic•55m ago
Neat. Any reason why the MCP server doesn't expose a JavaScript/eval tool? Current models excel at writing JS to drive and inspect the DOM. They aren't great at driving browsers via screenshots.
hugs•50m ago
> why the MCP server doesn't expose a JavaScript/eval tool?

no reason other than my number #1 goal was "ship something". i only started the actual coding on dec 11. it's been a bit of a sprint the last two weeks!

though "image-based" vs "dom-based" testing approaches is a very big topic! (look forward to researching that more in the future.)

v1 announcement: https://github.com/VibiumDev/vibium/blob/main/docs/updates/2...

coty•31m ago
FWIW, if you have Claude Code or the like, you can quickly prompt your way to an eval function in MCP. It already exists in clicker and the client API. You can use it to get the accessibility tree, for example, and use that to find what to fill out and click.
999900000999•51m ago
As someone who's made a good living primarily in UI automation for over a decade, thank you.

It's been an interesting journey.I do think Playwright is the defacto standard now, but Selenium was the original browser driver.

Anyway, how does Vibium compare to Playwright ? Playwright's main advantage is it has official support for multiple languages.

hugs•31m ago
> I do think Playwright is the defacto standard now

i'll politely pushback a little. i think it's safe (at this moment in time) to say: playwright wins the first derivative, but selenium wins the "area under the curve". selenium is very entrenched in many parts of the world, especially outside of SF/USA. part of the inbound interest i've been getting for vibium is from those selenium users who want some kind of bridge to the future, but didn't have an obvious path forward beyond "dump selenium, adopt playwright"...

part of my plan with vibium post-v1 is to give that massive (and it truly is massive, i'm not bragging) installed base of selenium users an upgrade path to more agentic coding options.

steve_adams_86•15m ago
Selenium is distinctly more popular among scientists in my experience. I've only seen playwright at startups.
starik36•26m ago
How do you install it into Claude Desktop? I tried the following, but it fails.

    "vibium": {
      "command": "npx",
      "args": [
        "-y",
        "@vibium/mcp@latest"
      ]
    }
jeff4f5da2•25m ago
Since it's in go, wouldn't it be great if it also expose go api?
captainregex•23m ago
entirely possible I’m just really bad at this stuff but I can’t get browser agents to do simple report pulls without running into a captcha or a dropdown menu that breaks its brain. hopefully this is the one!
hugs•7m ago
"good security" will always be the eternal enemy of "easy automation"
rukuu001•18m ago
Hey man, just wanted to say thanks for Selenium - it was a game changer and had a big impact on my professional life.

I’m interested in checking out Vibium - I’ve been a reluctant adopter of Playwright and hopeful for a new approach.

hugs•9m ago
playwright got a lot of things right. one of the big ones was a fast websockets+json way to drive the browser. (vibium is using the w3c standard equivalent - webdriver bidi). but they also raised the bar on usability and developer experience. i hope to get to the level of "click, click, awesome" out-of-the-box experience that playwright did so well.