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Faster Gemma 4 on MLX with multi-token prediction

https://ollama.com/blog/faster-gemma-4-mlx-mtp
1•ilreb•1m ago•0 comments

Why Jet Engines Aren't "Made in China"

https://aakash.substack.com/p/why-jet-engines-arent-made-in-china
1•paulpauper•1m ago•0 comments

Scott Alexander as a modern-day Edmund Wilson

https://statmodeling.stat.columbia.edu/2026/06/07/scott-alexander-as-a-modern-day-edmund-wilson/
1•paulpauper•1m ago•0 comments

Frame Error

https://linch.substack.com/p/frame-error
1•paulpauper•1m ago•0 comments

Wikipedia: Deleted Articles with Freaky Titles

https://en.wikipedia.org/wiki/Wikipedia:Deleted_articles_with_freaky_titles
1•surprisetalk•2m ago•0 comments

Tor’s Arti 2.5.0 Released: Stable Counter Galois Onion

https://blog.torproject.org/arti_2_5_0_released/
1•iamnothere•2m ago•0 comments

Llmaker – spin up a working LLM app from a single prompt, right in your terminal

https://github.com/raiyanyahya/llmaker
2•sleepynoodle•2m ago•0 comments

The Threat of Residential Proxies

https://www.feistyduck.com/newsletter/issue_138_the_threat_of_residential_proxies
1•matheusmoreira•5m ago•0 comments

JWST spots mature galaxy cluster, redefining "cosmic noon."

https://www.eurekalert.org/news-releases/1132818
1•croes•7m ago•1 comments

China's Great Green Wall: 66B trees growing faster than natural forests

https://www.livescience.com/planet-earth/plants/trees-in-chinas-great-green-wall-appear-to-grow-f...
1•simonpure•7m ago•0 comments

The Green Metrics Tool

https://metrics.green-coding.io
1•dijksterhuis•8m ago•0 comments

A new AIs-heading technique to track grain smuggling

https://www.bellingcat.com/news/2026/06/12/shadow-fleet-russian-grain-stolen-ukraine-libya-ais-te...
1•Jimmc414•9m ago•0 comments

Hackers Broke into Madison Square Garden

https://www.404media.co/how-hackers-broke-into-madison-square-garden/
1•Jimmc414•12m ago•1 comments

Donald Trump made more than $1B last year in return to presidency

https://www.ft.com/content/dab0dd71-2d95-4838-b0df-e942f9cc5dec
3•JumpCrisscross•13m ago•0 comments

Ovid: A pi extension that makes it record proof its features actually work

https://github.com/Srinivasa314/ovid
1•s314•13m ago•1 comments

Ironsmith – A full grammar, parser, and compiler for Magic: The Gathering cards

https://chiplis.com/ironsmith/
1•nicolas-siplis•17m ago•1 comments

OpenMontage

https://github.com/calesthio/OpenMontage
2•gittrend•17m ago•0 comments

Show HN: Fruitbox – Docker Compose for Apple's container runtime

https://github.com/urjitbhatia/fruitbox
2•anachronox•18m ago•0 comments

Keybr: Adaptive Touch Typing Trainer

https://www.keybr.com
1•surprisetalk•20m ago•0 comments

Claude Fable 5 export control lifted

https://twitter.com/synthwavedd/status/2072103052635451559
17•dataking•23m ago•3 comments

Anthropic to restoring access to Claude Fable 5 and Mythos 5 from tomorrow

https://xcancel.com/AnthropicAI/status/2072106151890809341
19•schappim•24m ago•3 comments

The U.S. Added 1,200 New Millionaires a Day Last Year

https://www.wsj.com/finance/the-u-s-added-1-200-new-millionaires-a-day-last-year-d238830f
2•bookofjoe•26m ago•1 comments

Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5

https://twitter.com/AnthropicAI/status/2072106151890809341
48•Pragmata•28m ago•9 comments

Show HN: Yourself, in Every Light

https://github.com/almakit/alma
2•c7ma23s•29m ago•0 comments

Anthropic Mythos & Fable 5 export restrictions lifted

https://www.reddit.com/r/ClaudeAI/s/GOQWdGc7Pu
8•bhouston•30m ago•1 comments

Reddit appears to log every keystroke while typing

https://postimg.cc/k2tbxQSx
2•smalltorch•31m ago•0 comments

GTA 6 is shaping up to be a disaster for retailers

https://www.polygon.com/gta-6-digital-preorder-gamestop-sales-console-supply-rockstar-games/
1•doener•32m ago•0 comments

RunInfra: Optimize any open model down to the kernel, deploy in 5 min

https://runinfra.ai
1•OsamaJaber•35m ago•0 comments

Google copybara: moving code between repositories

https://github.com/google/copybara
4•reconnecting•38m ago•0 comments

Do Everything with Cewsco

https://cewsco.com/
1•kalkalnewyork•43m ago•0 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.