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UK to reimburse visa fees for AI and quantum researchers

https://www.timeshighereducation.com/news/uk-reimburse-visa-fees-ai-and-quantum-researchers
1•rbanffy•25s ago•0 comments

House of Lords votes for under-16s social media ban

https://www.computing.co.uk/news/2026/legislation-regulation/peers-vote-for-under-16-social-media...
1•rbanffy•54s ago•0 comments

Hand-Crafting Domain-Specific Compression with an LLM

https://engineering.nanit.com/hand-crafting-domain-specific-compression-with-an-llm-3c42f5c2b070
1•miedwar•4m ago•0 comments

RAG for Legacy Systems: 7,432 Pages to 3s Answers

https://clouatre.ca/posts/rag-legacy-systems/
2•french_exec•8m ago•0 comments

WorldChaosMap: A live map of global instability

https://www.worldchaosmap.app/
2•shawsuraj•9m ago•1 comments

VPN Comparison Spreadsheet

https://old.reddit.com/r/rateVPNs/comments/1gw58mk/the_ultimate_vpn_comparison_spreadsheet/
1•scapecast•11m ago•0 comments

Show HN: A lightweight, native macOS menubar app for monitoring with mini graphs

https://github.com/bluewave-labs/systempulse
1•gorkemcetin•12m ago•0 comments

Software Design Principles That Matter

https://newsletter.francofernando.com/p/software-design-principles-that-matter
1•rmason•12m ago•1 comments

The '3.5% rule': How a small minority can change the world

https://www.bbc.com/future/article/20190513-it-only-takes-35-of-people-to-change-the-world
2•choult•13m ago•0 comments

Watch This Futuristic Windshield Melt Ice Almost Instantly

https://www.thedrive.com/news/watch-this-futuristic-windshield-melt-ice-almost-instantly
1•PaulHoule•13m ago•0 comments

Gemba

https://en.wikipedia.org/wiki/Gemba
1•wjb3•15m ago•0 comments

PickYourVC: Find the right VC for your next round

https://pickyourvc.com/
1•panrobo•15m ago•1 comments

Semantic Attacks: Exploiting What Agents See

https://niyikiza.substack.com/p/semantic-attacks-exploiting-what
1•niyikiza•15m ago•0 comments

Guinness Adverts Project on Irish Film Institute's Archive Player

https://www.irishcentral.com/culture/guinness-adverts-project-irish-film-institute
1•gnabgib•16m ago•0 comments

Stackmaxxing for a recursion world record [video]

https://www.youtube.com/watch?v=WQKSyPYF0-Y
1•btdmaster•16m ago•0 comments

Turn Your Android into a Dumb-Phone

https://rasmuskirk.com/articles/2026-01-16_turn-your-android-into-a-dumbphone/
1•bitterblotter•16m ago•0 comments

Show HN: Promo/offer code sharing and discovery for apps

https://proffer.codes/
1•indest•18m ago•0 comments

Show HN: Sentinel – Zero-trust governance for AI Agents

https://github.com/azdhril/Sentinel
1•azdhril•21m ago•0 comments

Autonomous language-image generation loops converge to generic visual motifs

https://www.cell.com/patterns/fulltext/S2666-3899(25)00299-5?_returnURL=https%3A%2F%2Flinkinghub....
1•Thorentis•22m ago•0 comments

Be Skeptical of Solving AI Alignment with Vibes

https://flowerpetals.substack.com/p/the-unproven-art-of-summoning-an
1•nonveumann•23m ago•0 comments

Show HN: Lochle, a Wordle clone for Scottish Lochs

https://lochle.xyz/
1•rexfuzzle•28m ago•0 comments

Show HN: 500-cycle runtime test for long-horizon LLM coherence

https://zenodo.org/records/18369990
1•teugent•30m ago•0 comments

The Possessed Machines: Dostoevsky's Demons and the Coming AGI Catastrophe

https://possessedmachines.com/
3•shishy•32m ago•0 comments

Notes for January 19-25 (My Coding Agent Sandboxing Setup)

https://taoofmac.com/space/notes/2026/01/25/2030
1•rcarmo•32m ago•0 comments

Canada

https://www.jenn.site/on-canada/
4•nsm•33m ago•0 comments

Show HN: Make custom ASCII art t-shirts from your terminal

https://www.asciitee.com/
1•kaniksu•33m ago•0 comments

Stop Saying Boredom Is Good for Kids

https://www.fast.ai/posts/2025-12-03-boredom/
3•Ariarule•34m ago•0 comments

Tim Cook taps John Ternus to oversee Apple's design teams

https://9to5mac.com/2026/01/22/tim-cook-quietly-taps-john-ternus-to-oversee-apples-design-teams-r...
2•brandonb•37m ago•0 comments

Robert Moreno and the use of ChatGPT that defined his time at Sochi

https://www.beinsports.com/en-us/soccer/articles/robert-moreno-and-the-use-of-chatgpt-that-define...
1•frereubu•38m ago•0 comments

AI Tribalism

https://nolanlawson.com/2026/01/24/ai-tribalism/
28•zurvanist•39m ago•13 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•8mo ago

Comments

Oaklight•8mo 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•8mo 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•8mo ago
what's GTM?
venk12•8mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.