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China announces record $1T trade surplus despite Trump tariffs

https://www.bbc.com/news/articles/c9wx1v84rzyo
1•voxadam•48s ago•0 comments

Dell tells staff to get ready for the biggest transformation in company history

https://www.businessinsider.com/dell-jeff-clarke-ai-memo-biggest-transformation-in-company-histor...
1•taubek•1m ago•0 comments

How to sell a company in a niche category? [video]

https://www.youtube.com/watch?v=xN0ZTKKNHAc
1•mooreds•1m ago•0 comments

Show HN: Cadence Spanish – AI audio lessons to learn Spanish

https://cadencespanish.com/
1•aliclark•1m ago•0 comments

NASA, Department of Energy to Develop Lunar Surface Reactor by 2030

https://spaceanddefense.io/nasa-department-of-energy-to-develop-lunar-surface-reactor-by-2030/
1•smurda•1m ago•0 comments

Scaling Data Safety at Gaia: Detecting PII and Phi in the Data Warehouse

https://medium.com/gaia-family/scaling-data-safety-at-gaia-detecting-pii-and-phi-in-the-data-ware...
1•mooreds•2m ago•0 comments

The All-New Slackbot: Your Personal AI Agent for Work

https://slack.com/blog/news/slackbot-context-aware-ai-agent-for-work?nojsmode=1
1•josephwegner•2m ago•0 comments

Show HN: Skillshare – Sync skills across AI CLI tools

https://github.com/runkids/skillshare
1•runkids•2m ago•0 comments

For 21 years, enthusiasts used their home computers to search for ET

https://news.berkeley.edu/2026/01/12/for-21-years-enthusiasts-used-their-home-computers-to-search...
1•geox•4m ago•0 comments

The Wage-Volume Paradox in Rural H-1B Physician Recruitment

https://theh1brecords.substack.com/p/rural-healthcare-h1b-wage-paradox
1•codebyaditya•6m ago•1 comments

Exploring MSX-DOS and CP/M on OneChipBook FPGA-Powered Laptop

https://www.toughdev.com/content/2025/09/exploring-msx-dos-and-cpm-on-onechipbook-fpga-powered-la...
1•voxadam•6m ago•0 comments

My Fitbit Buzzed and I Understood Enshittification

https://tidyfirst.substack.com/p/my-fitbit-buzzed-and-i-understood
1•dannyrosen•6m ago•0 comments

Show HN: Sommo – AI-native wine learning app

https://sommo.app
1•gokh•8m ago•0 comments

FBI raids Washington Post reporter's home in 'highly unusual and aggressive' act

https://www.theguardian.com/us-news/2026/jan/14/fbi-raid-washington-post-hannah-natanson
4•echelon_musk•8m ago•0 comments

Using Linear Algebra to Predict a Non-Linear Pendulum

https://chillphysicsenjoyer.substack.com/p/using-linear-algebra-to-predict-a
1•surprisetalk•10m ago•0 comments

Nothing will change your life more than saying what you want to say

https://www.avabear.xyz/p/nothing-will-change-your-life-more
2•surprisetalk•10m ago•0 comments

Macintosh Garden

https://macintoshgarden.org/
1•surprisetalk•10m ago•0 comments

Getting to sub-300ms microVM sandboxes for automation and AI agents

https://slicervm.com/blog/microvms-sandboxes-in-300ms/
1•alexellisuk•11m ago•1 comments

How Generative AI is destroying society

https://garymarcus.substack.com/p/how-generative-ai-is-destroying-society
2•flail•11m ago•0 comments

US freezes all visa processing for 75 countries, including Somalia, Russia, Iran

https://www.foxnews.com/politics/us-freezes-all-visa-processing-75-countries-including-somalia-ru...
1•garbawarb•13m ago•0 comments

Show HN: Daily LinkedIn Pinpoint Puzzle Answers (PinpointAnswer Today)

https://www.pinpointanswers.online/
1•hoxihan•14m ago•0 comments

Show HN: Histoday – On This Day in History

https://histoday.net/
1•jsxyzb•14m ago•0 comments

Show HN: Your Domains Wrapped - A 2025 domain recap

https://domained.app/wrapped
1•joggez•15m ago•0 comments

UK nudification app ban won't apply to Elon Musk's Grok

https://www.politico.eu/article/uk-nudification-app-ban-wont-apply-to-elon-musks-grok/
3•miohtama•15m ago•0 comments

Show HN: HotspotPeek – Track iPhone hotspot data usage from Mac menu bar

https://anhphong.dev/apps/hotspot-peek/
1•anhphong•15m ago•1 comments

The First Solid-State Vehicle May Be a Motorcycle

https://spectrum.ieee.org/ces-2026-solid-state-batteries
1•voxadam•16m ago•0 comments

Hydrophone Review: Ambient ASF-1, ASF-2, Aquarian Audio, JrF

https://zachpoff.com/resources/hydrophone-review-ambient-asf-1-asf-2-aquarian-audio-jrf/
1•teleforce•17m ago•0 comments

My Opinion on Spelling Run Time vs. Run-Time vs. Runtime

https://bobrubbens.nl/post/my-opinion-on-spelling-runtime/
1•todsacerdoti•18m ago•0 comments

Ruby 4.0.1 Released

https://www.ruby-lang.org/en/news/2026/01/13/ruby-4-0-1-released/
3•amalinovic•19m ago•0 comments

Why Senior Engineers Let Bad Projects Fail

https://lalitm.com/post/why-senior-engineers-let-bad-projects-fail/
1•lalitmaganti•20m ago•0 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.