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Building Self-Hosting Rails Applications: Design Decisions and Why

https://sendbroadcast.net/blog/self-hosting-rails
1•amalinovic•1m ago•0 comments

Foreign tourists to pay extra fee to visit US national parks

https://www.bbc.com/news/articles/c1kpnxvpgy2o
1•mikhael•3m ago•0 comments

Benchmarking GPT-5.1 vs. Gemini 3.0 vs. Opus 4.5 across 3 Coding Tasks

https://blog.kilo.ai/p/benchmarking-gpt-51-vs-gemini-30-vs-opus-45
1•heymax054•8m ago•0 comments

Recent Performance and Administration Features in Firebird

https://www.ibphoenix.com/articles/art-00000602
1•mariuz•9m ago•0 comments

Show HN: Lifeline – Visual memory journal with emotion auras and AI companion

https://mylifelineapp.com/
1•Remi_Etien•11m ago•0 comments

Why Pricing Power Is the Most Important Economic Signal No One Tracks

https://capitalfolly.com/
1•d_e_solomon•18m ago•2 comments

Should R ecosystem be a choice for longer-term projects?

1•northlondoner•22m ago•0 comments

If you're building an AI product, interface is your primry competitive advantage

https://eleganthack.com/ux-is-your-moat-and-youre-ignoring-it/
1•kaizenb•22m ago•0 comments

Kastor – Build data pipelines visually

https://kastor-242087227970.us-west1.run.app/
1•Snidow•27m ago•1 comments

Statistical Process Control in Python

https://timothyfraser.com/sigma/statistical-process-control-in-python.html
2•lifeisstillgood•29m ago•0 comments

Show HN: SpacePigeon – Save and Restore macOS Workspaces

https://github.com/louivers/spacepigeon
1•kakmuis•34m ago•0 comments

It's Not Just You – The iOS Keyboard Is Broken

https://youtu.be/hksVvXONrIo
3•jmaker•35m ago•1 comments

Show HN: Hanzi Stroke – An interactive tool to learn Chinese character writing

https://www.hanzistroke.com/en
1•YarkYao•37m ago•0 comments

After nearly 100 years, scientists may have detected dark matter

https://phys.org/news/2025-11-years-scientists-dark.html
2•alex-moon•37m ago•0 comments

Stanford AI Club: Jeff Dean on Important AI Trends [video]

https://www.youtube.com/watch?v=AnTw_t21ayE
1•pss314•38m ago•0 comments

Show HN: SkimIt – An extension to highlight Green/Red flags on LinkedIn profiles

https://chromewebstore.google.com/detail/skimit-linkedin-recruiter/ipaajbgmiinahmfbmmjpikmfjkccpocj
1•ngninja•42m ago•0 comments

AWS is 10x slower than a dedicated server for the same price [video]

https://www.youtube.com/watch?v=Ps3AI1kTIR4
74•wolfgangbabad•50m ago•66 comments

Show HN: I built directory of fashion brands because I didn't know how to dress

https://brandlist.it.com
1•EthanSeo•52m ago•1 comments

First make it fast, then make it smart

https://kix.dev/first-make-it-fast-then-make-it-smart/
1•kixpanganiban•54m ago•0 comments

Branch, Test, Deploy: A Git-Inspired Approach for Data

https://motherduck.com/blog/git-for-data-part-1/
2•articsputnik•55m ago•0 comments

Human_fallback

https://www.nplusonemag.com/issue-44/essays/human_fallback/
1•pizza•56m ago•0 comments

Tor switches to new Counter Galois Onion relay encryption algorithm

https://www.bleepingcomputer.com/news/security/tor-switches-to-new-counter-galois-onion-relay-enc...
2•N19PEDL2•56m ago•0 comments

AI Slop Recipes Are Taking over the Internet – and Thanksgiving Dinner

https://www.bloomberg.com/news/articles/2025-11-25/ai-slop-recipes-are-taking-over-the-internet-a...
1•thm•58m ago•0 comments

What's the point of learning functional programming?

https://blog.daniel-beskin.com/2025-11-13-point-of-learning-fp
1•imjacobclark•1h ago•0 comments

Show HN: I Cloned a YC startup in 3 hours

https://kanjieight.vercel.app/
2•Mikecraft•1h ago•0 comments

Qiskit – software stack for quantum computing

https://www.ibm.com/quantum/qiskit
1•thinkingemote•1h ago•0 comments

Cloud Neocloud Lambda's vision of the future: 'One GPU, one person'

https://www.fierce-network.com/cloud/neocloud-lambdas-vision-future-one-gpu-one-person
1•oavioklein•1h ago•0 comments

Idempotency Keys

https://www.morling.dev/blog/on-idempotency-keys/
1•ingve•1h ago•0 comments

Why AI Safety Won't Make America Lose the Race with China

https://www.astralcodexten.com/p/why-ai-safety-wont-make-america-lose
2•pseudolus•1h ago•0 comments

Image Diffusion Models Exhibit Emergent Temporal Propagation in Videos

https://arxiv.org/abs/2511.19936
2•50kIters•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.