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Scientists can now watch metal crystals grow inside liquid metal

https://theconversation.com/scientists-can-now-watch-metal-crystals-grow-inside-liquid-metal-270451
3•billybuckwheat•6m ago•0 comments

Show HN: Free macro dashboards with downloadable charts (e.g., EUR/USD)

https://fxmacrodata.com/dashboard/EUR_USD
1•roberttidball•12m ago•0 comments

Show HN: Real-time system that tracks how news spreads across 200k websites

https://yandori.io/news-flow/
1•antiochIst•13m ago•1 comments

Credits Are Not It

https://hengar.pika.page/posts/credits-are-not-it
1•hengar•16m ago•0 comments

Space: 1999 – Special Effects Techniques

https://catacombs.space1999.net/main/pguide/upsfx.html
5•exvi•21m ago•0 comments

Show HN: Runtime Verification for SQL Agents

https://github.com/yudduy/sql_exenv
1•yudduy•23m ago•1 comments

In Praise of Bibliomania

https://lithub.com/nothing-better-than-a-whole-lot-of-books-in-praise-of-bibliomania/
3•bookofjoe•23m ago•0 comments

Other Winfield Creations (2002)

https://c-we.com/piranha/page9.htm
1•exvi•24m ago•0 comments

GM Reward Loophole Explained: Cars Paid Off in Seconds

https://resellcalendar.com/news/news/gm-reward-loophole-explained-cars-paid-off-in-seconds/
3•typeofhuman•24m ago•1 comments

Deconstructing the Spinner: A One on One chat with Gene Winfield (2000)

https://media.bladezone.com/contents/film/interviews/gene-winfield/
1•exvi•26m ago•0 comments

A man who's been waiting in jail for his day in court for 6 years

https://substack.com/inbox/post/178811090
2•msdrigg•27m ago•0 comments

Singapore orders Apple, Google to prevent gov spoofing on messaging platforms

https://www.reuters.com/world/asia-pacific/singapore-orders-apple-google-prevent-government-spoof...
3•phantomathkg•30m ago•0 comments

Proton Meet: Secure, end-to-end encrypted video conferencing

https://proton.me/meet
12•absqueued•42m ago•2 comments

Mystery of the Quintic

https://youtu.be/9HIy5dJE-zQ
1•surprisetalk•44m ago•0 comments

Show HN: Agentic Arena – 52 tasks implemented by Opus 4.5, Gemini 3, and GPT-5.1

https://arena.logic.inc/
1•sgk284•45m ago•2 comments

Employee quits job over an Nvidia RTX 5060

https://www.tomshardware.com/pc-components/gpus/employee-quits-job-over-an-nvidia-rtx-5060-intern...
10•R_Uttam•48m ago•7 comments

AgentDevCamp

https://agentdevcamp.com/
1•mooreds•51m ago•0 comments

Defending the cloud: Azure neutralized a record-breaking 15 Tbps DDoS attack

https://techcommunity.microsoft.com/blog/azureinfrastructureblog/defending-the-cloud-azure-neutra...
3•thunderbong•54m ago•0 comments

CA spent over $450M on a new 911 system. It's now scrapping the flawed design

https://www.sacbee.com/news/politics-government/the-state-worker/article312576329.html
3•svggrfgovgf•54m ago•3 comments

The chemical attack that forced the Northern line's extraordinary repair

https://www.ianvisits.co.uk/articles/the-hidden-chemical-attack-that-forced-the-northern-lines-ex...
2•zeristor•1h ago•0 comments

Meta Execs Privately Compared Instagram to Addictive Drug, Court Filing Shows

https://www.nationalreview.com/news/meta-researchers-privately-compared-instagram-to-addictive-dr...
8•fortran77•1h ago•1 comments

After nearly 100 years, scientists may have detected dark matter

https://www.u-tokyo.ac.jp/focus/en/press/z0508_00433.html
5•geox•1h ago•2 comments

AI Agent that automates biotech experiments

https://twitter.com/liuwilliam47/status/1993474101152039032
1•WilliXL•1h ago•0 comments

Inside the DOGE Succession Drama Elon Musk Left Behind

https://www.politico.com/news/magazine/2025/11/21/doge-elon-musk-succession-00641110
2•tastyface•1h ago•2 comments

CS234: Reinforcement Learning Winter 2025

https://web.stanford.edu/class/cs234/
3•jonbaer•1h ago•0 comments

Doge May Be Dead, but Its Crimes Live On

https://newrepublic.com/article/203638/doge-dead-rest-in-piss
8•doener•1h ago•0 comments

NJ company is allowed to import cocaine plants (2023)

https://nj1015.com/this-nj-company-is-allowed-to-import-cocaine-plants/
3•raw_anon_1111•1h ago•1 comments

Brand New Layouts with CSS Subgrid

https://www.joshwcomeau.com/css/subgrid/
3•soheilpro•1h ago•1 comments

Show HN: Tripnly Lisboa City Pass – 5 Days for 1€

https://lisboacitypass.tripnly.com
2•alper_aydin•1h ago•0 comments

What Now? Handling Errors in Large Systems

https://brooker.co.za/blog/2025/11/20/what-now
5•thundergolfer•1h ago•0 comments
Open in hackernews

Show HN: ToolRegistry – A Python Library for Structured Tool Integration

https://github.com/Oaklight/ToolRegistry
3•Oaklight•6mo ago

Comments

Oaklight•6mo ago
Author here!

I’ve been working on ToolRegistry, a Python library for registering, managing, and invoking tools—from local functions to MCP/OpenAPI endpoints—in a structured, composable way.

With ToolRegistry, you can:

* Register Python functions, classes, or external tools. * Auto-generate JSON Schemas for parameters. * Run tools synchronously or asynchronously in parallel. * Integrate tools over STDIO, HTTP, WebSocket, or SSE via Model Context Protocol (MCP). * Experimental support for OpenAPI services * Compose tools dynamically and reconstruct tool output messages.

The goal is to make it easier to build apps, agents, or systems that coordinate multiple tools flexibly—without getting bogged down in glue code.

GitHub: [https://github.com/Oaklight/ToolRegistry](https://github.com/Oaklight/ToolRegistry) PyPI: [https://pypi.org/project/toolregistry/](https://pypi.org/project/toolregistry/) Docs: [https://toolregistry.lab.oaklight.cn](https://toolregistry.lab.oaklight.cn)

Would love feedback—ideas, issues, or use cases welcome!

Thanks for checking it out.

venk12•6mo ago
This is interesting. I am working on an adjacent idea. I am working on GTM side of things. Would you like to collaborate?
Oaklight•6mo ago
what's GTM?
venk12•6mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.