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America's biggest power grid operator has an AI problem – too many data centers

https://www.msn.com/en-us/money/companies/america-s-biggest-power-grid-operator-has-an-ai-problem...
1•jnord•2m ago•0 comments

Circular Buffer

https://en.wikipedia.org/wiki/Circular_buffer
1•tosh•4m ago•0 comments

ADHD. How do you manage the constant stream of thoughts and ideas?

2•chriswright1664•8m ago•0 comments

'Cosmic clock' in tiny crystals reveals rise and fall of ancient landscapes

https://theconversation.com/a-cosmic-clock-in-tiny-crystals-has-revealed-the-rise-and-fall-of-aus...
1•defrost•10m ago•0 comments

Eurail Data Security Incident – January 2026

https://eurail.zendesk.com/hc/en-001/categories/33099262757789-Data-Security-Incident-January-2026
1•captn3m0•12m ago•0 comments

-Wsign-Compare Is Garbage

https://staticthinking.wordpress.com/2023/07/25/wsign-compare-is-garbage/
1•welfareleech•13m ago•0 comments

Wegmans press release translated how to say we scan your face and call it safety

https://blog.adafruit.com/2026/01/13/wegmans-press-release-translated-how-to-say-we-scan-your-fac...
1•ptorrone•13m ago•0 comments

Simulating hardware keyboard input on Windows

https://autoptt.com/posts/simulating-a-real-keyboard-with-faker-input/
1•birdculture•15m ago•0 comments

My website was down because I didn't pay the server bill

https://jeena.net/website-down
1•jeena•16m ago•0 comments

The Science of Losing Weight

https://www.npr.org/2026/01/05/nx-s1-5662557/the-science-of-losing-weight
1•paulpauper•16m ago•0 comments

Tim Dettmers: A Personal Guide to Automating Your Own Work

https://timdettmers.com/2026/01/13/use-agents-or-be-left-behind/
1•nl•19m ago•0 comments

Meta lays off 1k+ employees, shutting down game studios

https://www.bloomberg.com/news/articles/2026-01-13/meta-begins-jobs-cuts-after-shifting-focus-fro...
8•freethejazz•20m ago•3 comments

My PC running directly from Batteries [video]

https://www.youtube.com/watch?v=wGRHRXiy3Go
1•vanburen•20m ago•0 comments

We Were Wrong About Our Minds–and AI

https://www.youtube.com/watch?v=YoRMZhuk3lY
1•stevenjgarner•26m ago•0 comments

We Saved 70% CPU and 60% Memory in Refinery's Go Code

https://www.honeycomb.io/blog/how-we-saved-70-cpu-60-memory-refinery
1•tosh•27m ago•0 comments

The RAM shortage's silver lining: Less talk about "AI PCs"

https://arstechnica.com/gadgets/2026/01/the-ram-shortages-silver-lining-less-talk-about-ai-pcs/
3•doener•27m ago•1 comments

One pull of a string is all it takes to deploy these complex structures

https://techxplore.com/news/2025-12-deploy-complex.html
3•PaulHoule•35m ago•0 comments

Interactive Turbulence Map

https://turbli.com/maps/interactive-turbulence-map/
1•bookofjoe•36m ago•0 comments

Anatoly Karatsuba

https://en.wikipedia.org/wiki/Anatoly_Karatsuba
1•gjvc•37m ago•0 comments

Show HN: Speakhelp.org – An AAC tool for those with speech difficulties

https://www.hugedomains.com/domain_profile.cfm?d=speakhelp.com
1•JJarrard•37m ago•0 comments

Personal Details of ICE Goons Allegedly Leaked in Data Breach

https://www.thedailybeast.com/personal-details-of-thousands-of-border-patrol-and-ice-goons-allege...
5•DustinEchoes•38m ago•0 comments

US gives green light to Nvidia H200 chip exports to China

https://www.reuters.com/world/asia-pacific/us-eases-regulations-nvidia-h200-chip-exports-china-20...
3•falcor84•38m ago•0 comments

Apple chooses Google's Gemini over OpenAI's ChatGPT to power next-gen Siri

https://arstechnica.com/apple/2026/01/apple-says-its-new-ai-powered-siri-will-use-googles-gemini-...
1•xthe•42m ago•1 comments

Starlink activates free internet in Iran

https://www.cnn.com/2026/01/13/politics/starlink-access-iran-protests
11•Agreed3750•42m ago•0 comments

China obsesses over America's "kill line"

https://www.economist.com/china/2026/01/12/china-obsesses-over-americas-kill-line
4•mefengl•42m ago•3 comments

Python learners – review this free courseware

https://industry-python.thinkific.com/products/courses/industry-projects-with-python
1•jcasman•43m ago•1 comments

How Much of AI Labs' Research Is Safety?

https://fi-le.net/safety-blogs/
1•fi-le•43m ago•0 comments

Who Decides Who Doesn't Deserve Privacy?

https://www.troyhunt.com/who-decides-who-doesnt-deserve-privacy/
3•LorenDB•47m ago•0 comments

Tell HN: Email from Anthropic "Share your feedback on your experience"

1•selectnull•49m ago•0 comments

Observability cost drivers and levers of control

https://www.honeycomb.io/blog/how-much-should-i-spend-on-observability-pt2
2•tosh•49m 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.