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Tescreal

https://en.wikipedia.org/wiki/TESCREAL
1•NaomiLehman•1m ago•0 comments

Color Palette Pro Is a Synthesizer for Color

https://ryanfeigenbaum.com/color-palette-pro/
1•jaden•2m ago•0 comments

WirelessChat – Mesh Networking Chat

https://wirelesschat.app/
1•qpe0•4m ago•0 comments

DySec: Is a Python Package a Hacker Trap?

https://nocomplexity.com/dysec-pypi-security/
1•runningmike•4m ago•0 comments

Show HN: GPT-5.1 reasoning agents for hypertrophy periodization

https://arvo.guru/
1•danielepelleri•5m ago•0 comments

Aave App Announced – 1M USD Insurance and 6%+ yields on savings

https://aave.com/app
1•hinach4n•5m ago•0 comments

The Microsoft/Hotmail Debacle (2003)

https://jimbojones.livejournal.com/23143.html
2•Lammy•6m ago•0 comments

The Linux Memory Management: a new book

https://nostarch.com/linux-memory-manager
4•mkrasnovsky•13m ago•0 comments

How Printing Presses Ignited the First Information Revolution

https://reason.com/2025/11/18/the-first-information-revolution/
1•rufus_foreman•14m ago•0 comments

I trusted AI instead of an agent to buy a home. I saved around $7k in fees

https://www.businessinsider.com/homebuyer-used-ai-tool-to-buy-home-2025-11
1•resalisbury•16m ago•1 comments

How to get clients with your newsletter

https://withpotions.com/blog/how-consultants-can-get-clients-with-newsletters.html
1•meow_mix•16m ago•0 comments

Show HN: A DSL helps a soulslike run directly on YouTube

https://uwplse.org/2025/11/18/level-editors.html
1•oflatt•16m ago•0 comments

SlimFaas: The Slimmest and Simplest Function-as-a-Service

https://slimfaas.dev/
1•lormayna•20m ago•0 comments

Interview Prep for the Anxious

https://natashajaffe.substack.com/p/interview-prep-for-the-anxious
1•natasha_jaffe•20m ago•1 comments

Doing these fall garden chores will make your spring easier

https://apnews.com/article/winter-chores-garden-bulbs-1bc6a62180d19baad0500d652b7b5d6c
1•mooreds•21m ago•0 comments

RefCOCO-M: a refreshed RefCOCO segementation dataset with better data

https://huggingface.co/datasets/moondream/refcoco-m
1•conwayanderson•22m ago•1 comments

Galaxy Brain Resistance

https://vitalik.eth.limo/general/2025/11/07/galaxybrain.html
1•walterbell•23m ago•0 comments

Companies complaining .NET moves too fast should just pay for post-EOL support

https://andrewlock.net/companies-using-dotnet-need-to-suck-it-up-and-pay-for-support/
2•haydenbarnes•24m ago•2 comments

App helped my reading problem

https://apps.apple.com/redeem/?ctx=offercodes&id=6450433398&code=REDDIT
1•readheroapp•27m ago•0 comments

Ask HN: GitHub Issues Rn?

1•keepamovin•29m ago•2 comments

Breaking the Algorithmic Contract

https://ssir.org/books/excerpts/entry/you-must-become-an-algorithmic-problem
1•jomaric•30m ago•0 comments

Simulating a complete Intel 4004 system with discrete components

https://blog.adafruit.com/2025/11/18/simulating-a-complete-intel-4004-system-with-discrete-compon...
3•rbanffy•31m ago•0 comments

Raising Cane's founder built a $5B company doing one thing well

https://www.inc.com/rob-walker/how-raising-canes-founder-todd-graves-built-a-5-billion-brand/9126...
1•BobbieG•32m ago•0 comments

One Swift mistake everyone should stop making today

https://www.hackingwithswift.com/articles/280/one-swift-mistake-everyone-should-stop-making-today
2•amichail•36m ago•0 comments

Junior Devs Can Choose AI Tools That Keep Their Company Safe

https://practicalsecurity.substack.com/p/dont-get-fired-how-junior-devs-can
1•atilla_bilgic•38m ago•0 comments

Data centre in the shed reduces energy bills to £40

https://www.bbc.co.uk/news/articles/c0rpy7envr5o
1•monooso•39m ago•0 comments

Show HN: I made an Premiere plugin to edit faster

https://meetcosmos.com/ai-premiere-pro-plugin/
1•correa_brian•40m ago•0 comments

Cathedral Builders Probably Shouldn't Use Coding Agents

https://theahura.substack.com/p/cathedral-builders-probably-shouldnt
2•theahura•41m ago•0 comments

House votes near unanimously to release the Epstein files

https://www.cnn.com/politics/live-news/trump-presidency-epstein-files-house-vote-11-18-25
1•gnarlouse•43m ago•1 comments

The QA Chamber of Horrors: Cautionary Tales for Software Leaders

https://www.functionize.com/blog/the-qa-chamber-of-horrors-cautionary-tales-for-software-leaders
1•mooreds•46m 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.