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Use the right model for every task – (you can't)

https://blog.grod.es/use-the-right-model-for-every-task
1•grodes•5m ago•0 comments

Benchmarking the Residual: What Long-Horizon Evals Add Beyond Short-Task Perf

https://arxiv.org/abs/2607.27283
1•matt_d•6m ago•0 comments

Why Is Everyone in Tech So Sad?

https://www.noemamag.com/why-is-everyone-in-tech-so-sad/
1•pauljonas•9m ago•0 comments

Constructor Theory – David Deutsch(2012)

https://arxiv.org/abs/1210.7439
2•nill0•11m ago•0 comments

Pivotal role of reinforcement learning in modern large language models

https://news.harvard.edu/gazette/story/newsplus/pivotal-role-of-reinforcement-learning-in-modern-...
1•newsomix9xl•13m ago•0 comments

Framing

https://en.wikipedia.org/wiki/Framing_(social_sciences)
1•soupspaces•13m ago•0 comments

Meta ordered to pay $567M in New Mexico for teen mental health fund

https://www.reuters.com/world/new-mexico-court-orders-meta-pay-567-mln-teen-mental-health-fund-20...
1•JumpCrisscross•14m ago•0 comments

Executable Emoji

https://martypc.blogspot.com/2026/08/executable-emoji.html
2•MBCook•15m ago•0 comments

pfSense 2.9.0 – New Features and Changes

https://docs.netgate.com/pfsense/en/latest/releases/2-9-0.html
1•mistyvales•16m ago•0 comments

"The Persian MâR-Nâmeh Or, the Book for Taking Omens from Snakes" (1892)

https://publicdomainreview.org/collection/marnameh/
1•Thevet•20m ago•0 comments

AI Agent Attempted to Social Engineer Open Source Maintainer to Merge Malware

https://socket.dev/blog/ai-agent-open-source-malware
2•bhavansig•20m ago•0 comments

Palmer Luckey donated $6M to GOP and bundled more while reaping billions

https://www.theguardian.com/us-news/2026/aug/06/exclusive-palmer-luckey-political-fundraising
1•SLHamlet•20m ago•0 comments

The Underground Economy Behind Children's Smartwatches in China

https://www.sixthtone.com/news/1017854
2•thenthenthen•23m ago•0 comments

High-Quality Free Transparent PNG Images

https://pngdex.com/
2•kanlabs•28m ago•0 comments

User awareness in frontier models: Who's asking shifts what models say

https://transluce.org/user-awareness#how-robust-are-these-effects
1•nlpnerd•31m ago•0 comments

Pair Team (YC S19) Hit with Class Action Alleging Unpaid Wages

https://runtimewire.com/article/exclusive-pair-team-hit-with-class-action-alleging-unpaid-wages-a...
2•ryanmerket•37m ago•0 comments

How to fine-tune open weights models

https://fastino.ai/blog/how-to-fine-tune-open-weights-models-model-selection-data-curation-fine-t...
1•eigenBasis•37m ago•0 comments

Mt Cleese

https://www.atlasobscura.com/places/mt-cleese
1•beatthatflight•41m ago•0 comments

OpenEdit – Claude Code can now edit videos (Open Source)

https://github.com/veedstudio/open-edit
1•byamja•46m ago•0 comments

Kalshi and Polymarket have begun taking bets on Phase III drug trials

https://www.science.org/content/blog-post/put-your-money-down-they-say
2•400thecat•49m ago•1 comments

NASA Engineers Help Prolong Voyager 2's Science Mission

https://science.nasa.gov/blogs/voyager/2026/08/04/nasa-engineers-help-prolong-voyager-2s-science-...
2•Tomte•50m ago•0 comments

Show HN: Sidebar – a private ESP32 intercom for five kids, no accounts

https://www.sundaradnus.ca/writing/sidebar-building-a-ham-radio-for-my-son
3•nonstopnonsense•53m ago•0 comments

A Short Lesson in Perspective (2012)

https://lindsredding.com/2012/03/11/a-overdue-lesson-in-perspective/
1•colinprince•58m ago•0 comments

Lines of code. 1,596 BTC gone

https://onekey.so/anzen/coldcard-entropy-failure/
5•Archie627•59m ago•7 comments

C64 Demo Effects Explained: Rodents in the Attic [video]

https://www.youtube.com/watch?v=uZ1atMUOUMU
2•guiambros•59m ago•0 comments

Bingebuster Video – your streaming services, restocked as a video store

https://bingebuster.net/
1•Slow_Hand•59m ago•0 comments

Organ donation group trying to take living man's organs faces shutdown

https://arstechnica.com/health/2026/08/us-to-shutter-organ-donation-group-accused-of-trying-to-ta...
4•Tomte•1h ago•4 comments

Looking for something to do while GitHub is down?

https://pelican.clutch.engineering/cheatsheets/self-hosted-gitlab/
1•featherless•1h ago•0 comments

Xcode's Clever Minimap

https://unsung.aresluna.org/xcodes-clever-minimap/
5•andsoitis•1h ago•1 comments

Framework Data Breach

https://www.reddit.com/r/LinusTechTips/comments/1vhjbok/framework_data_breach/
7•rkagerer•1h ago•1 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.