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Visualizing spatial and temporal locality on an M1 chip

https://kelvinou.com/posts/memory-mountain/
1•kelvinou•1m ago•0 comments

Mathematics is hard for mathematicians to understand too

https://www.science.org/doi/10.1126/science.aec9014
2•mmaaz•6m ago•0 comments

Where Have the International Math Olympiad Gold Medallists Ended Up?

https://xquant.substack.com/p/where-have-the-international-math
1•paulpauper•11m ago•0 comments

No more PJM data centers unless they can be reliably served: market monitor

https://www.utilitydive.com/news/pjm-data-center-interconnection-market-monitor-ferc-complaint/80...
1•toomuchtodo•12m ago•0 comments

Vibecoded x86_64 Forth "OS"

https://github.com/isene/SimplicityOS
2•romforth•14m ago•1 comments

The dark side of Japanese convenience stores

https://www.ft.com/content/786642f4-32d4-4f92-a5d0-8a363c2f7212
1•philip1209•15m ago•0 comments

Show HN: Whole-home VPN router with hardware kill switch (OpenWrt and WireGuard)

https://github.com/yoloshii/privacy-first-network
3•yoloshii•21m ago•0 comments

250MWh 'Sand Battery' to start construction in Finland

https://www.energy-storage.news/250mwh-sand-battery-to-start-construction-in-finland-for-both-hea...
28•doener•23m ago•2 comments

Sally Rooney books may be withdrawn from UK sale over Palestine Action ban

https://www.bbc.com/news/articles/cm20ldz0g9ro
3•clanky•30m ago•0 comments

Mission home invasion highlights danger of crypto-related violence

https://sfstandard.com/2025/11/25/mission-home-invasion-highlights-danger-crypto-related-violence/
1•JumpCrisscross•31m ago•0 comments

A Programmer-Friendly I/O Abstraction Over io_uring and kqueue

https://tigerbeetle.com/blog/2022-11-23-a-friendly-abstraction-over-iouring-and-kqueue/
1•enz•31m ago•0 comments

AI Tool to Discover Expert Scientists

https://www.scientistfinder.ai/
1•Tardigrade10•35m ago•0 comments

Lung Cancer Deaths Prevented and Life-Years Gained from Lung Cancer Screening

https://jamanetwork.com/journals/jama/fullarticle/2841694
1•JumpCrisscross•38m ago•1 comments

Evidently 0.7.17: open-source LLM tracing and dataset management

https://www.evidentlyai.com/blog/open-source-llm-tracing
1•ashvardanian•41m ago•0 comments

Tesla Model Y Is the Most Defective Car This Year, Germany Says

https://www.jalopnik.com/2035447/tesla-model-y-most-defective-car-in-germany/
10•doener•41m ago•1 comments

Germany's Plan for War with Russia

https://www.wsj.com/world/europe/germany-russia-war-nato-secret-plan-8ce43a8d
5•perihelions•42m ago•2 comments

External looping pattern for Claude Code – apply one task to N inputs

https://github.com/kanatti/claude-code-external-loop
2•bkanattil•49m ago•0 comments

Show HN: I built a free astro and tailwind static site for GitHub pages

https://tariqdude.github.io/Github-Pages-Project-v1/
1•chiengineer•54m ago•0 comments

A macOS Window Manager Inspired by FancyZones on Windows

https://bentoboxapp.com/
1•alexktz•54m ago•0 comments

Kobo Articles Proxy – use Kobo Instapaper integration, without using Instapaper

https://github.com/marklar423/kobo-pocket-proxy
1•Curiositry•55m ago•0 comments

CXMT unveils DDR5-8000 and LPDDR5X-10667 chips

https://www.tomshardware.com/pc-components/dram/chinas-banned-memory-maker-cxmt-unveils-surprisin...
3•vkaku•1h ago•1 comments

Built an AI agent that creates block code

https://huggingface.co/spaces/MCP-1st-Birthday/MCP-Blockly
1•owenkaplinsky•1h ago•1 comments

Bauble

https://bauble.studio/
2•phaser•1h ago•0 comments

Using game engines to train robotics, AV models, and AI pilots

https://alanscottencinas.medium.com/how-early-digital-systems-quietly-shaped-the-minds-building-t...
3•encinas88•1h ago•0 comments

Ask HN: Vandy grad seeking HN community's career advice

1•shannonalp•1h ago•1 comments

Textshader

https://textshader.com/
3•memalign•1h ago•0 comments

Show HN: Deploy Next.js to your own VPS via a lightweight agent

https://outlap.dev
1•ben_hrris•1h ago•1 comments

'Algospeak' is changing our language in real time (2022)

https://www.washingtonpost.com/technology/2022/04/08/algospeak-tiktok-le-dollar-bean/
1•thunderbong•1h ago•0 comments

Data Science Weekly – Issue 627

https://datascienceweekly.substack.com/p/data-science-weekly-issue-627
2•sebg•1h ago•0 comments

What Is HATEOAS?

https://blog.hmpl-lang.dev/2025/11/27/what-is-hateoas/
1•aanthonymax•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.