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Toroidal Logit Bias – Reduce LLM hallucinations 40% with no fine-tuning

https://github.com/Paraxiom/topological-coherence
1•slye514•33s ago•1 comments

Top AI models fail at >96% of tasks

https://www.zdnet.com/article/ai-failed-test-on-remote-freelance-jobs/
1•codexon•44s ago•1 comments

The Science of the Perfect Second (2023)

https://harpers.org/archive/2023/04/the-science-of-the-perfect-second/
1•NaOH•1m ago•0 comments

Bob Beck (OpenBSD) on why vi should stay vi (2006)

https://marc.info/?l=openbsd-misc&m=115820462402673&w=2
2•birdculture•5m ago•0 comments

Show HN: Glimpsh – exploring gaze input inside the terminal

https://github.com/dchrty/glimpsh
1•dochrty•6m ago•0 comments

The Optima-l Situation: A deep dive into the classic humanist sans-serif

https://micahblachman.beehiiv.com/p/the-optima-l-situation
1•subdomain•6m ago•0 comments

Barn Owls Know When to Wait

https://blog.typeobject.com/posts/2026-barn-owls-know-when-to-wait/
1•fintler•6m ago•0 comments

Implementing TCP Echo Server in Rust [video]

https://www.youtube.com/watch?v=qjOBZ_Xzuio
1•sheerluck•7m ago•0 comments

LicGen – Offline License Generator (CLI and Web UI)

1•tejavvo•10m ago•0 comments

Service Degradation in West US Region

https://azure.status.microsoft/en-gb/status?gsid=5616bb85-f380-4a04-85ed-95674eec3d87&utm_source=...
2•_____k•10m ago•0 comments

The Janitor on Mars

https://www.newyorker.com/magazine/1998/10/26/the-janitor-on-mars
1•evo_9•12m ago•0 comments

Bringing Polars to .NET

https://github.com/ErrorLSC/Polars.NET
3•CurtHagenlocher•14m ago•0 comments

Adventures in Guix Packaging

https://nemin.hu/guix-packaging.html
1•todsacerdoti•15m ago•0 comments

Show HN: We had 20 Claude terminals open, so we built Orcha

1•buildingwdavid•15m ago•0 comments

Your Best Thinking Is Wasted on the Wrong Decisions

https://www.iankduncan.com/engineering/2026-02-07-your-best-thinking-is-wasted-on-the-wrong-decis...
1•iand675•15m ago•0 comments

Warcraftcn/UI – UI component library inspired by classic Warcraft III aesthetics

https://www.warcraftcn.com/
1•vyrotek•16m ago•0 comments

Trump Vodka Becomes Available for Pre-Orders

https://www.forbes.com/sites/kirkogunrinde/2025/12/01/trump-vodka-becomes-available-for-pre-order...
1•stopbulying•17m ago•0 comments

Velocity of Money

https://en.wikipedia.org/wiki/Velocity_of_money
1•gurjeet•20m ago•0 comments

Stop building automations. Start running your business

https://www.fluxtopus.com/automate-your-business
1•valboa•24m ago•1 comments

You can't QA your way to the frontier

https://www.scorecard.io/blog/you-cant-qa-your-way-to-the-frontier
1•gk1•25m ago•0 comments

Show HN: PalettePoint – AI color palette generator from text or images

https://palettepoint.com
1•latentio•26m ago•0 comments

Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
2•Anon84•30m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•31m ago•1 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•33m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•40m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
2•shervinafshar•41m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•46m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
10•mooreds•46m ago•4 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•47m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

2•pinkmuffinere•49m ago•1 comments
Open in hackernews

Show HN: Using WebMCP to make the CDP MCP server 90% more token efficient

https://github.com/WebMCP-org/chrome-devtools-quickstart
4•miguelspizza•1mo ago
Playwright and Chrome DevTools MCP servers are the standard for agent-driven web app testing, but their token efficiency is terrible: the screenshot-action-screenshot loop quickly explodes context windows.

I've been using browser automation instead of TDD (agents over-mock tests), but needed to solve the token bloat. So I forked the Chrome DevTools MCP server to execute WebMCP tools from client-side JavaScript.

It's a drop-in replacement for the Chrome DevTools MCP server but with two added tools (`call_website_tool` & `list_website_tools`). Initial benchmarks show a roughly ~90% decrease in token usage, but other benefits which are harder to measure are speed and determinism (both of which are significantly improved).

Benefits:

- Free WebMCP support for your website, tools work for in-page or browser agents (in addition to agents using CDP) - Semantic tool definitions improve accessibility - Built on a web standard, no lock-in to my libraries - You can use this as part of your hard-coded E2E tests and make them significantly less flaky and faster

All the benchmarks and technical details are in the linked repo or in links at the bottom of the linked repo.

On a side note:

Much has changed since I wrote the [MCP-B](https://news.ycombinator.com/item?id=44515403) proof of concept a while back. WebMCP is very much on track to be standardized and I've joined the community working group to help form it. My implementation was used to introduce WebMCP at TPAC, I left my job at Amazon to work on it full time, and I found a co-founder to work on it with. I've built a bunch of stuff around WebMCP (much of which I think people can get real utility out of), but have not done a great job of sharing it, so expect to see more WebMCP-related content over the coming days. You can try out WebMCP from meetchar.ai (still very early) but we are looking for alpha testers for an inpage agent.

Comments

zkitty•1mo ago
This is another WebMCP use case: testing features during vibe-coding. One prompt, 60 seconds from writing requirements to validating the implementation. check out this tutorial: https://screen.studio/share/y9b9Fmnc
ajborn2•1mo ago
Awesome to see! Token efficiency is such an important problem that users are facing with MCP right now, so 90% reduction makes it much easier to stomach as a user of AI agents.