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Don't Train the Model, Evolve the Harness

https://huggingface.co/spaces/joelniklaus/harness-optimization
1•emersonmacro•2m ago•0 comments

Automated Accounting, Financial Reporting and Tax Management

https://maxint.com/blog/maxint-2-24-release
1•pcvetkovski•6m ago•0 comments

Trump's Windfall Has Few Known Global Precedents

https://www.nytimes.com/2026/07/02/world/europe/trump-world-leaders-corruption-wealth.html
2•Alien1Being•7m ago•0 comments

Ask HN: Once you make your money from vibe coding innumerable products, then?

1•keepamovin•13m ago•0 comments

Private Credit Keeps $14B Trapped in Bid to Outlast Storm

https://www.bloomberg.com/news/articles/2026-07-02/private-credit-keeps-14-billion-trapped-in-bid...
1•petethomas•13m ago•0 comments

Ask HN: How do you get your open-source product good traction?

1•akarshhegde18•13m ago•1 comments

Blue Owl hit by $4.7B of redemption requests as investor exodus persists

https://www.ft.com/content/b302a86d-f6eb-4d47-b90b-523c1c19b3fa
1•petethomas•14m ago•0 comments

'Humanity is a privilege': Umar Khalid on his six years in a jail without trial

https://www.theguardian.com/world/2026/jun/30/umar-khalid-interview-six-years-indian-jail-without...
1•thunderbong•15m ago•0 comments

Using precision editing to study human embryo development shows master gene

https://www.cam.ac.uk/research/news/first-use-of-precision-editing-to-study-human-embryo-developm...
2•gmays•21m ago•0 comments

Open letter to Anthropic: keep Claude Fable 5 in existing paid plans

https://keepfable.org
2•SpitSalute•23m ago•0 comments

FlickerScope – are your LEDs giving you a headache? stop guessing

https://github.com/snokamedia/flickerscope
1•snoka•28m ago•0 comments

Wikipedia Is Up (2001)

https://web.archive.org/web/20010506042824/www.nupedia.com/pipermail/nupedia-l/2001-January/00068...
2•downbad_•29m ago•0 comments

A few thought about snarky answers on StackOverflow (2019)

https://www.cargocultcode.com/solving-the-zalgo-regex/
1•downbad_•30m ago•0 comments

Tradeoffs in Complexity, Abstraction, and Generality

https://www.lesswrong.com/s/EL2YvcrPNHrGgzPnZ/p/HNJwteaxpRYfLaQt7
1•parksb•30m ago•0 comments

Google's exponential path to climate-wrecking digital bloat

https://ketanjoshi.co/2026/07/01/googles-exponential-path-to-climate-wrecking-digital-bloat/
2•colinprince•32m ago•1 comments

Why AI Is Collapsing: How China Is Winning. [video]

https://www.youtube.com/watch?v=JXJf7vL8k94
1•Bender•33m ago•1 comments

Thanks but No Thanks

https://twitter.com/xopzuey/status/2072838561275969717
1•znort_•35m ago•1 comments

How Many People Have Ever Lived in the United States?

https://danielfetz.io/p/how-many-people-have-ever-lived-in-the-united-states
1•paulpauper•40m ago•0 comments

AI is 'not smart' so what's next in artificial intelligence?

https://www.bbc.com/news/articles/cj6gr0xkyr3o
3•1vuio0pswjnm7•42m ago•0 comments

Core dump epidemiology: fixing an 18-year-old bug

https://openai.com/index/core-dump-epidemiology-data-infrastructure-bug/
2•stopachka•43m ago•0 comments

I vibe coded a programming language, but I'd rather learn C the old way

1•alonsovm44•44m ago•0 comments

Some Basic LLM Etiquette

https://steenbok.space/blog/ai-etiquette/
1•sporkl_l•45m ago•0 comments

How AI Became More Expensive Than the Workers It Replaced [video]

https://www.youtube.com/watch?v=cfaZZPjA3g0
1•Bender•46m ago•0 comments

The Safari MCP server for web developers

https://webkit.org/blog/18136/introducing-the-safari-mcp-server-for-web-developers/
2•coloneltcb•47m ago•0 comments

Ask HN: Best Local LLM Setup for a 128GB M4 Max Mac Studio?

1•linzhangrun•48m ago•0 comments

Seeing and Being Seen

https://www.sambish.com/essays/seeing/
2•sambishop•48m ago•0 comments

Honorary Police

https://en.wikipedia.org/wiki/Honorary_Police
1•petethomas•50m ago•0 comments

What we learned when a user tried to load a 1 GB GML file in a browser

https://geodataviewer.com/blog/why-vector-tiles-for-large-gis-datasets/
2•twainyoung•57m ago•0 comments

The V Programming Language: A Revolutionary Approach to Modern Development

https://www.msn.com/en-us/news/technology/the-v-programming-language-a-revolutionary-approach-to-...
1•baranul•59m ago•0 comments

Open Source LLM Statistics and Trends (2026)

https://openllmstack.com/blog/open-source-llm-statistics/
1•sherlockxu•1h 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.