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Closures as Win32 Window Procedures

https://nullprogram.com/blog/2025/12/12/
1•ibobev•1m ago•0 comments

Smooth Scrolling on the Sega Master System

https://bumbershootsoft.wordpress.com/2025/12/13/smooth-scrolling-on-the-sega-master-system/
1•ibobev•2m ago•0 comments

Show HN: I built a service to fix NPM's email flood problem

https://npmdigest.com/
1•dgellow•2m ago•0 comments

What Happens When Pathogens Get Smaller Than Viruses? [video]

https://www.youtube.com/watch?v=KQHRmnTU1jw
1•mofosyne•5m ago•1 comments

Yale Shooting Problem

https://en.wikipedia.org/wiki/Yale_shooting_problem
1•mindcrime•6m ago•0 comments

Thirty Slices/Twenty-Four Days: How Christmas Was Saved by Abandoning Estimation

https://perladvent.org/2025/2025-12-13.html
1•oalders•7m ago•1 comments

What is the most effective way to learn programming?

1•luis_journey•7m ago•1 comments

El Salvador teams up with xAI to bring AI to 5k public schools

https://www.wral.com/story/el-salvador-teams-up-with-elon-musks-xai-to-bring-ai-to-5-000-public-s...
1•geox•10m ago•0 comments

Eliminating Second Seattle Rail Tunnel Could Save $4.5B, but with Major Impacts

https://www.theurbanist.org/2025/12/13/eliminating-second-seattle-rail-tunnel-could-save-4-5b-but...
1•starkparker•11m ago•0 comments

Show HN: LLMatcher – Find your perfect AI through blind voting

https://llmatcher.com/
1•joozio•11m ago•0 comments

Kids Rarely Read Whole Books Anymore. Even in English Class

https://www.nytimes.com/2025/12/12/us/high-school-english-teachers-assigning-books.html
2•signa11•15m ago•0 comments

Twitter Wrapped 2025 – Vibe coded

https://twitter-wrapped-25.vercel.app/
1•jglypt•19m ago•0 comments

Event2Vec – interpretable embeddings for event sequences

https://github.com/sulcantonin/event2vec_public
2•sulcan•21m ago•1 comments

Cyber Essentials Supply Chain Playbook

https://www.ncsc.gov.uk/information/cyber-essentials-supply-chain-playbook
1•mooreds•21m ago•0 comments

DevRel Is Back [video]

https://www.youtube.com/watch?v=eWMM4J_rfDg
1•mooreds•24m ago•0 comments

Claude Code Plugins

https://claude-plugins.dev/
2•mooreds•25m ago•1 comments

What's the point of lightweight code with modern computers?

https://liam-on-linux.dreamwidth.org/97426.html
3•signa11•27m ago•0 comments

The Trmnl (DIY Everything Edition)

https://taoofmac.com/space/reviews/2025/12/13/2200
2•rcarmo•31m ago•0 comments

RemoveWindowsAI

https://github.com/zoicware/RemoveWindowsAI
1•hansmayer•36m ago•0 comments

Show HN: Brightened Engine – deterministic incremental computation benchmarks

https://thebrokenway.github.io/brightened-benchmarks/
1•thebrokenway•41m ago•1 comments

Linux Sandboxes and Fil-C

https://fil-c.org/seccomp
15•pizlonator•42m ago•0 comments

Crises disrupt long-term increase in stress, negativity, and simplicity in songs

https://www.nature.com/articles/s41598-025-28327-5
1•PaulHoule•42m ago•0 comments

AI Boom Threatens to Suck Resources Away from Road, Bridge Work

https://www.bloomberg.com/news/newsletters/2025-12-12/ai-data-center-boom-may-suck-resources-away...
1•spenvo•43m ago•0 comments

The AI Economics of the Netflix and Warner Bros. Deal

https://medium.com/@gp2030/the-ai-economics-of-the-netflix-warner-bros-deal-bb593a5da26a
2•light_triad•48m ago•0 comments

Why code search at scale is essential when you grow beyond one repository

https://sourcegraph.com/blog/why-code-search-at-scale-is-essential-when-you-grow-beyond-one-repos...
1•handfuloflight•49m ago•0 comments

Spirit of Walt but no Mickey Mouse in Disney's planned desert community

https://www.theguardian.com/us-news/2025/nov/28/disney-community-palm-springs-california
1•PaulHoule•53m ago•0 comments

MCP Writing Code to Call MCP: MCPs All the Way Down

https://rouxbot.com/p/mcp-code-mode
2•rouxbot•55m ago•0 comments

First all-optical XPU processing system

https://www.akhetonics.com/
1•bohnohboh•56m ago•0 comments

UN: World must tackle climate change, pollution, biodiversity and land loss

https://www.pbs.org/newshour/science/un-says-world-must-jointly-tackle-issues-of-climate-change-p...
3•Anon84•56m ago•0 comments

Flat-pack washing machine spins a fairer future

https://www.positive.news/society/flat-pack-washing-machine-spins-a-fairer-future/
24•ohjeez•1h ago•3 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•7mo ago

Comments

Oaklight•7mo 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•7mo 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•7mo ago
what's GTM?
venk12•7mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.