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Dell: About 1B PCs will not or cannot be upgraded to Windows 11 – OSnews

https://www.osnews.com/story/143922/dell-about-1-billion-pcs-will-not-or-cannot-be-upgraded-to-wi...
1•abdelhousni•6m ago•0 comments

OpenAI's lead under pressure as rivals start to close the gap

https://www.ft.com/content/8881062d-ff4f-4454-8e9d-d992e8e2c4e3
1•thm•12m ago•0 comments

Qwen3-VL can scan two-hour videos and pinpoint nearly every detail

https://the-decoder.com/qwen3-vl-can-scan-two-hour-videos-and-pinpoint-nearly-every-detail/
1•thm•12m ago•0 comments

Aurora: The Linux-based ultimate workstation

https://getaurora.dev/en
1•doener•16m ago•0 comments

SOLID? Nope, Just Coupling and Cohesion

https://codeopinion.com/solid-nope-just-coupling-and-cohesion/
1•thunderbong•18m ago•0 comments

How to create your own ublue-OS variant [step by step]

https://youtu.be/IxBl11Zmq5w
1•doener•19m ago•1 comments

Decoding the Chaos of Breakup

https://physics.aps.org/articles/v18/184
1•ggirelli•19m ago•1 comments

DEP-18: A proposal for Git-based collaboration in Debian

https://optimizedbyotto.com/post/debian-collaboration-on-git/
1•JNRowe•20m ago•0 comments

Homebrew on Linux

https://docs.brew.sh/Homebrew-on-Linux
1•doener•21m ago•0 comments

Show HN: ReadyKit – Superfast SaaS Starter with Multi-Tenant Workspaces

https://readykit.dev/
1•level09•21m ago•0 comments

A rebuttal to Michael Burry: Why Nvidia isn't the Cisco of the dot-com era

https://x.com/jukan05/article/1994960719239139573
1•salkahfi•22m ago•0 comments

Zero click interface interaction design in the age of AI

https://medium.com/@pacificleo/zero-click-interface-interaction-design-in-the-age-of-artificial-i...
1•pacificleo12•26m ago•0 comments

Free Copies -Next.js: The Definitive Guide for Mastering Next.js

1•eyad_akeleh•33m ago•0 comments

Axon Mesh // the Serverless F2F/P2P Chat and Filesharing Application

https://axonmesh.net
3•SarahRoseLives•35m ago•1 comments

The Copenhagen Trap: How the West made passivity the only safe strategy

https://aliveness.kunnas.com/articles/copenhagen-trap
21•ekns•42m ago•9 comments

I Designed and Printed a Custom Nose Guard to Help My Dog with DLE

https://snoutcover.com/billie-story
1•ragswag•43m ago•1 comments

Algebraic Dynamical Systems in Machine Learning (2024)

https://link.springer.com/article/10.1007/s10485-023-09762-9
1•measurablefunc•50m ago•0 comments

OpenAdServer – A self-hosted ad server in Python, aiming to replace Revive"

https://github.com/seanZhang414/openadserver
1•root414•50m ago•1 comments

The Slow Grind That Sets You Free

https://medium.com/@naveensky/the-slow-grind-that-sets-you-free-97abd8b9bf2c
1•naveensky•58m ago•0 comments

What kind of grownup I want to be

https://sashachapin.substack.com/p/what-kind-of-grownup-i-want-to-be
1•eatitraw•1h ago•0 comments

Rock Paper Scissors Is Not Solved, in Practice

https://inchpin.substack.com/p/rock-paper-scissors-is-not-solved
1•eatitraw•1h ago•0 comments

Better GitHub Notifications Dashboard

https://github-notifications.dev/
4•shrimalmadhur•1h ago•2 comments

Crypto hoarding company shares under pressure as risk appetite wanes

https://www.reuters.com/business/finance/crypto-hoarding-company-shares-under-pressure-risk-appet...
2•1vuio0pswjnm7•1h ago•0 comments

Italy's Competition Watchdog Broadens WhatsApp AI Policy Probe

https://www.wsj.com/tech/ai/italys-competition-watchdog-broadens-whatsapp-ai-policy-probe-64c904cd
2•1vuio0pswjnm7•1h ago•0 comments

X402 – protocol for micropayments and the rise of an agentic economy

https://oasis.net/blog/x402-https-internet-native-payments
1•adrianwaj•1h ago•1 comments

Show HN: Tacopy – Tail Call Optimization for Python

https://github.com/raaidrt/tacopy
1•raaid-rt•1h ago•0 comments

CrowdStrike: Security Flaws DeepSeek-Generated Code Linked to Political Triggers

https://www.crowdstrike.com/en-us/blog/crowdstrike-researchers-identify-hidden-vulnerabilities-ai...
3•fosco•1h ago•1 comments

Harvard Database Hacked in Latest Ivy League Cyberattacks

https://www.bloomberg.com/news/articles/2025-11-22/harvard-hacked-in-most-recent-case-of-ivy-leag...
2•1vuio0pswjnm7•1h ago•0 comments

Best Free Headshot Generator 2026: 9 AI Tools Tested and Compared

https://www.aiheadshotreviews.com/articles/best-free-headshot-generator
1•naveensky•1h ago•1 comments

Why Jailbreaking Calculators Is (Unfortunately) a Thing Now [video]

https://www.youtube.com/watch?v=3a-X6FZfl2Y
2•josephcsible•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.