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Do LLMs Reason, or Do They Just Predict Math Text?

https://daridor.blog/2026/05/01/do-llms-reason-or-do-they-just-predict-math-text/
1•beagle3•2m ago•1 comments

Investors pile into clean energy as Iran war drives push for energy security

https://www.ft.com/content/9921f2b5-c910-4cec-a50f-cad453935a1a
1•JumpCrisscross•7m ago•0 comments

MCPages

https://github.com/NoahCzelusta/mcpages
1•swimninja247•12m ago•2 comments

Thoth – open-source Local-first AI Assistant

https://github.com/siddsachar/Thoth
1•sydsachar•15m ago•0 comments

Comparison: Different AI systems structure decisions under real-world scenarios

https://zenodo.org/records/19443285
1•zobian_ai•19m ago•0 comments

MPA Renews Push for U.S. Site-Blocking Legislation, Citing Live Sports Piracy

https://torrentfreak.com/mpa-renews-push-for-u-s-site-blocking-legislation-citing-live-sports-pir...
1•gslin•19m ago•0 comments

Show HN: Apple's Sharp Running in the Browser via ONNX Runtime Web

https://github.com/bring-shrubbery/ml-sharp-web
1•bring-shrubbery•19m ago•0 comments

Awesome Vintage LLMs

https://github.com/entanglr/awesome-vintage-llms
1•whythismatters•19m ago•0 comments

Technology helps observers understand how iconic artworks were created

https://www.psu.edu/news/information-sciences-and-technology/story/technology-helps-observers-und...
1•saikatsg•21m ago•0 comments

Packages release more often than ever. Or do they?

https://www.viblo.se/posts/oss-releases-ai/
1•viblo•26m ago•1 comments

Enable password input feedback for sudo

https://wiki.archlinux.org/title/Sudo#Enable_password_input_feedback
1•seansh•28m ago•0 comments

Leeds Town Hall Organ Renewal

https://www.leedstownhall.co.uk/support-us/organ-renewal-project/
1•Lio•29m ago•0 comments

Startup request: MCP household appliances

1•dontoni•33m ago•0 comments

Dear Richard Dawkins

https://dearricharddawkins.com/
1•thinkingemote•34m ago•0 comments

Researchers print structural colour with an inkjet printer

https://physicsworld.com/a/researchers-print-structural-colour-with-an-inkjet-printer/
2•zeristor•35m ago•0 comments

Clawback – rehearse OpenClaw upgrades before touching your live install

https://github.com/haishmg/Clawback
1•princeharry86•37m ago•0 comments

Wire-level context pruner for Claude Code

https://github.com/pathakmukul/claude-code-context-pruner
1•mukulpathak•38m ago•0 comments

NIST's CAISI Evaluation of DeepSeek V4 Pro finds it to be on par with GPT-5

https://www.nist.gov/news-events/news/2026/05/caisi-evaluation-deepseek-v4-pro
1•maxloh•40m ago•0 comments

OpenAI: Auto-review of agent actions without synchronous human oversight

https://alignment.openai.com/auto-review/
1•tosh•41m ago•0 comments

Definable Real Number

https://en.wikipedia.org/wiki/Definable_real_number
1•nill0•50m ago•0 comments

When Microsoft saved Apple (2017)

https://www.cnbc.com/2017/08/29/steve-jobs-and-bill-gates-what-happened-when-microsoft-saved-appl...
2•thunderbong•51m ago•0 comments

A Lisa Inside an FPGA

https://lisalist2.com/index.php?topic=694.0
1•uyjulian•54m ago•0 comments

Performance of a large language model on the reasoning tasks of a physician

https://www.science.org/doi/10.1126/science.adz4433
1•voisin•55m ago•0 comments

You Have No Idea How Much You Still Use BlackBerry

https://www.wsj.com/tech/blackberry-qnx-software-cars-bf2a2280
3•voisin•59m ago•0 comments

How the suffering system works in Hollow

https://ninjahawk.github.io/blog/posts/suffering-system.html
1•ninjahawk1•1h ago•0 comments

Show HN: BoxLite – the micro-VM runtime for embedded, local dev, and cloud prod

https://github.com/boxlite-ai/boxlite
1•dorianzheng•1h ago•0 comments

NASA's Nancy Grace Roman telescope will offer an 'atlas of the universe'

https://www.msn.com/en-us/news/technology/nasas-incredible-new-telescope-will-offer-an-atlas-of-t...
1•slow_typist•1h ago•0 comments

Git Rev News Edition 134 (April 30th, 2026)

https://git.github.io/rev_news/2026/04/30/edition-134/
1•chmaynard•1h ago•0 comments

Improved testing logic in od.nvim, added a serializers module to ocote

1•Okerew•1h ago•0 comments

Deepfakes Are Coming for Your Bank Account

https://www.theatlantic.com/technology/2026/05/chatgpt-images-deepfakes-fraud/687023/
2•JumpCrisscross•1h ago•0 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•11mo ago

Comments

Oaklight•11mo 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•11mo 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•11mo ago
what's GTM?
venk12•11mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.