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AI receptionist, look for GTM cofounder

https://callpal.com
1•franklin_yao•2m ago•1 comments

Show HN: An AI environment to understand sources or topics

https://www.kerns.ai/
1•kanodiaayush•3m ago•0 comments

Monument Valley Blog

https://monumentvalley.blog/
1•Nancy1230•3m ago•0 comments

Google OCS Apollo: The >$3B Game-Changer in Datacenter Networking (2023)

https://newsletter.semianalysis.com/p/google-apollo-the-3-billion-game
1•smj-edison•7m ago•0 comments

Collagen amino acid composition supplementation reduces biological age in humans

https://www.nature.com/articles/s41514-025-00280-7
1•walterbell•7m ago•0 comments

ChatGPT's Biggest Foe: Poetry

https://nautil.us/chatgpts-biggest-foe-poetry-1252100/
3•billybuckwheat•9m ago•0 comments

Search for Malaysia Airlines flight MH370 to resume

https://www.theguardian.com/world/2025/dec/03/search-for-malaysia-airline-flight-mh370-to-resume-...
1•n1b0m•11m ago•0 comments

China's first orbital booster landing attempt

https://visitor.passport.weibo.cn/visitor/visitor?entry=sinawap&a=enter&url=https%3A%2F%2Fm.weibo...
4•nkoren•13m ago•0 comments

Apple Aperture: Senior QA (2004-2005)

https://substack.techreflect.org/p/aperture-senior-qa-2004-2005
1•Austin_Conlon•13m ago•0 comments

AI's Missing UI

https://www.fujimon.com/blog/missing-ui
2•yuyafujimoto•17m ago•0 comments

RFC-8927: JSON Type Definition

https://datatracker.ietf.org/doc/html/rfc8927
1•rapnie•20m ago•0 comments

Why are Transformers replacing CNNs? [video]

https://www.youtube.com/watch?v=KnCRTP11p5U
1•chii•20m ago•0 comments

GitHub Trending Page Stuck for a Month

https://github.com/orgs/community/discussions/179946
4•keksis_leo•38m ago•0 comments

Ask HN: Vibe Coded Apps in Production

1•rajeshrajappan•40m ago•2 comments

Easy way bulk process color pairs for wcag a11y compliance

https://stackoverflow.com/questions/53639685/color-contrast-accessibility-checker
1•lalithaar•44m ago•0 comments

AI Monetization: Turn user ideas into shared IP via AI+Human screening

https://medium.com/@zaranur848/a-new-monetization-pathway-for-ai-platforms-using-multi-layer-ai-e...
1•haizei•48m ago•0 comments

How Can Interpretability Researchers Help AGI Go Well?

https://www.alignmentforum.org/posts/MnkeepcGirnJn736j/how-can-interpretability-researchers-help-...
1•gmays•49m ago•0 comments

Researchers Find Microbe Capable of Producing Oxygen from Martian Soil

https://scienceclock.com/microbe-that-could-turn-martian-dust-into-oxygen/
1•ashishgupta2209•54m ago•1 comments

Cellular Blueprint for How We Think, Feel

https://news.gsu.edu/2025/12/02/georgia-state-brain-researchers-draw-cellular-blueprint-for-how-w...
1•XzetaU8•58m ago•0 comments

Glass-detect: a detector for Ray-Ban Meta glasses

https://github.com/sh4d0wm45k/glass-detect
1•holysoles•1h ago•0 comments

We built a database of 290k English medieval soldiers; here's what it reveals

https://theconversation.com/we-built-a-database-of-290-000-english-medieval-soldiers-heres-what-i...
2•mellosouls•1h ago•0 comments

Show HN: An emotional steering website for Qwen 2.5 7B

https://aifeels.chat/
1•nicetomeetyu•1h ago•0 comments

China's first reusable rocket Zhuque-3 makes maiden voyage but recovery fails

https://www.scmp.com/news/china/science/article/3335004/chinas-first-reusable-rocket-zhuque-3-mak...
2•perihelions•1h ago•0 comments

AI Is Breaking the Moral Foundation of Modern Society

https://eyeofthesquid.com/ai-is-breaking-the-moral-foundation-of-modern-society-a145d471694f
70•TinyBig•1h ago•60 comments

Website Task Flowchart

https://xkcd.com/3175/
2•pabs3•1h ago•0 comments

Quad9 DOH HTTP/1.1 Retirement, December 15, 2025

https://quad9.net/news/blog/doh-http-1-1-retirement/
19•pickledoyster•1h ago•0 comments

From Code Foundation Models to Agents and Applications: A Practical Guide

https://arxiv.org/abs/2511.18538
2•eunos•1h ago•0 comments

The Math Crisis at UC San Diego [video]

https://www.youtube.com/watch?v=qYfDQdcVKaQ
2•chii•1h ago•0 comments

Motif – Draw Tile Patterns

https://motif.works/
2•bryanrasmussen•1h ago•0 comments

The Vibe Coding Labyrinth

https://connelllocke.substack.com/p/the-vibe-coding-labyrinth
2•nervous-energy•1h ago•0 comments
Open in hackernews

Show HN: ToolRegistry – A Python Library for Structured Tool Integration

https://github.com/Oaklight/ToolRegistry
3•Oaklight•6mo ago

Comments

Oaklight•6mo 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•6mo 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•6mo ago
what's GTM?
venk12•6mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.