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Can We Understand How Large Language Models Reason?

https://cacm.acm.org/news/can-we-understand-how-large-language-models-reason/
1•pseudolus•2m ago•0 comments

GPT 5.6 Sol Post-Trained Luna Autonomously

https://twitter.com/larrylv/status/2075279982847541278
1•karmasimida•3m ago•1 comments

Carmack on the Id Software Layoffs

https://twitter.com/ID_AA_Carmack/status/2075319665564234012
1•ChrisArchitect•3m ago•2 comments

UBEP: Expert Parallelism Communication Library for Production Superpods

https://arxiv.org/abs/2607.06202
1•Jimmc414•4m ago•0 comments

SK Hynix raises $26.5B in US market debut

https://www.ft.com/content/33133a86-925e-4395-9f60-35e2a4052500
1•JumpCrisscross•4m ago•0 comments

Trump cut to food security survey could make measuring US hunger harder

https://www.reuters.com/legal/litigation/trump-cut-food-security-survey-could-make-measuring-us-h...
1•petethomas•5m ago•0 comments

Trump terminates Election Assistance Commission members

https://www.reuters.com/legal/government/trump-terminates-election-assistance-commission-members-...
1•petethomas•6m ago•0 comments

Claude Basecamp

https://github.com/graybyrd13/claude-basecamp
1•graybird13•7m ago•0 comments

Introducing Plan A

https://www.astralcodexten.com/p/introducing-plan-a
3•JDEW•9m ago•1 comments

What's Coming in Git 2.55

https://lwn.net/Articles/1079596/
1•signa11•12m ago•0 comments

Hardening the kernel with allocation tokens and bootpatch-SLR

https://lwn.net/Articles/1078699/
1•signa11•14m ago•0 comments

Internews, Backed by $400M USAID War Chest, Pushes Ad Blacklists

https://foundationforfreedomonline.com/internews-backed-by-400m-usaid-war-chest-pushes-ad-blackli...
1•iamnothere•16m ago•0 comments

Microsoft's early AI lead has become a test of faith

https://www.ft.com/content/753bd818-524a-46f3-9026-e2fae74c2167
1•JumpCrisscross•17m ago•0 comments

John Carmack reacts to layoffs at id Software

https://www.pcgamer.com/gaming-industry/john-carmack-reacts-to-massive-layoffs-at-id-software-my-...
2•evo_9•19m ago•1 comments

I benchmarked every model that fits on an iPhone

https://digital-foundry-eight.vercel.app/benchmarks/
2•aligutierrez•21m ago•0 comments

European Alternatives to Mainstream Software

https://madeineurope.dk/
2•tjek•21m ago•0 comments

Build your own vulnerability harness

https://blog.cloudflare.com/build-your-own-vulnerability-harness/
5•ianrahman•24m ago•0 comments

Django in TypeScript. Thanks Fable

https://github.com/bryanhoulton/tango
4•m0hit•29m ago•0 comments

OpenAI discontinues standalone browser ChatGPT Atlas in favor of new ChatGPT app

https://help.openai.com/en/articles/20001275-chatgpt-work-and-codex
3•thoughtpeddler•31m ago•1 comments

Star Just Ate a Planet, and It's Not Done Yet

https://www.nytimes.com/2026/07/09/science/space/planetary-engulfment-hungry-star.html
6•wglb•33m ago•2 comments

Why Do Some Soccer Players Cut the Heels Off Their Cleats?

https://www.wired.com/story/why-do-some-soccer-players-cut-the-heels-off-their-cleats/
2•littlexsparkee•37m ago•0 comments

Unveiling the Mysteries of Chimichurri: The Ultimate Guide to a Culinary Delight

https://churrascos.com/unveiling-the-mysteries-of-chimichurri/
2•Cider9986•37m ago•0 comments

Fidji Simo Leaves OpenAI

https://twitter.com/fidjissimo/status/2075353170927304861
4•doppp•39m ago•0 comments

Ask HN: Thoughts on AI in Personal Finance?

2•foxtrot8672•41m ago•1 comments

Show HN: Selvedge – long-term memory for AI-coded codebases

https://selvedge.sh/
2•masondelan•42m ago•0 comments

Russia bans diesel exports after Ukrainian attacks, straining global market

https://www.cnn.com/2026/07/09/business/russia-diesel-ban-ukrainian-strikes-intl
4•breve•49m ago•0 comments

What Happens When the Public Record Shrinks

https://www.theatlantic.com/newsletters/2026/07/trump-administration-public-record-data-holes/687...
2•paulpauper•50m ago•0 comments

Childhood and Education #20: Phones and Screens

https://thezvi.substack.com/p/childhood-and-education-20-phones
2•paulpauper•52m ago•0 comments

AI #176 Part 1: Doing It Live

https://thezvi.substack.com/p/ai-176-part-1-doing-it-live
2•paulpauper•53m ago•0 comments

Show HN: Fortress – Give your agents unlimited access to the web

9•armanluthra_•56m ago•2 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•1y ago

Comments

Oaklight•1y 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•1y 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•1y ago
what's GTM?
venk12•1y ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.