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Show HN: Contextify – Searchable History for Claude Code and Codex CLI

https://contextify.sh/
1•bredren•51s ago•0 comments

Instacart uses AI to charge customers different prices for the same items [video]

https://www.youtube.com/watch?v=osxr7xSxsGo
2•znpy•1m ago•0 comments

More people crowdfunded basic needs in 2025, GoFundMe report shows

https://www.fastcompany.com/91457282/gofundme-year-in-help-report-crowdfunding-basic-needs
1•geox•3m ago•0 comments

Prediction: AI will make formal verification go mainstream

https://martin.kleppmann.com/2025/12/08/ai-formal-verification.html
2•gritzko•3m ago•0 comments

Taxonomy, Ontology, Knowledge Graph, and Semantics [video]

https://www.youtube.com/watch?v=sr257blfdY8
1•vamsi_kurama•4m ago•0 comments

Linux Kernel Version Numbers

http://www.kroah.com/log/blog/2025/12/09/linux-kernel-version-numbers/
1•stefanhoelzl•6m ago•0 comments

54% of 22–32‑year‑old finance professionals "love" Excel

https://windowsforum.com/threads/excel-in-modern-finance-generational-love-ai-and-governance.393026/
1•sh_tomer•7m ago•0 comments

1 html search engine

https://k8o5.github.io/search
1•k8o5•8m ago•0 comments

10 Years of Let's Encrypt

https://letsencrypt.org/2025/12/09/10-years
2•SGran•8m ago•0 comments

Marketing for games, a metric dashboard to help indiedevs to find creators

https://www.marketingforgames.com/
1•benithemaker•8m ago•0 comments

Show HN: DepsShield – Real-time dependency security for AI coding agents

https://depsshield.com
1•mikehanol•9m ago•0 comments

Adactio: Journal–Installing Web Apps

https://adactio.com/journal/22278
1•ulrischa•11m ago•0 comments

ASML sold chip machine parts to Chinese military and quantum research institutes

https://nltimes.nl/2025/12/09/asml-sold-chip-machine-parts-chinese-military-quantum-research-inst...
1•giuliomagnifico•11m ago•0 comments

Claude Island

https://github.com/farouqaldori/claude-island
1•handfuloflight•11m ago•0 comments

Quick Docker Tutorial to Run a Python Script

https://en.andros.dev/blog/5d4edfbf/quick-docker-tutorial-to-run-a-python-script/
2•ibobev•11m ago•0 comments

Bublr – If Pinterest and Substack had a child

https://www.bublr.life/
1•SolomonLijo•11m ago•1 comments

What companies can learn from past products we love – a retro tech gift guide

https://caseorganic.medium.com/what-companies-can-learn-from-past-products-we-love-and-an-alterna...
1•SLHamlet•12m ago•1 comments

Modern SQL: Beyond Relational

https://modern-sql.com/
1•ciconia•13m ago•0 comments

Kill old app versions instantly

https://teardown.dev
1•UrbanChrisy•17m ago•1 comments

Japan warns of possible megaquake after powerful earthquake, 98-foot tsunami

https://www.cbsnews.com/news/japan-earthquake-megaquake-advisory-tsunami/
1•mikhael•18m ago•1 comments

The Vault Guy

https://www.science.org/content/article/biologist-aims-solve-cell-s-biggest-mystery-could-it-help...
1•mzs•19m ago•0 comments

Why AI reading science fiction could be a problem

https://www.transformernews.ai/p/why-ai-reading-science-fiction-could
1•bookofjoe•20m ago•0 comments

So You Want to Speak at Software Conferences?

https://dylanbeattie.net/2025/12/08/so-you-want-to-speak-at-software-conferences.html
6•speckx•21m ago•0 comments

What I Wish I Knew When I Started in Identity

https://sphericalcowconsulting.com/2025/12/09/starting-in-identity/
1•mooreds•21m ago•0 comments

The CLaRa-7B models unify RAG and provide built-in semantic doc compression

https://huggingface.co/apple/CLaRa-7B-Base
1•anactofgod•21m ago•1 comments

The Birth of the Internet Troll (2014)

https://gizmodo.com/the-first-internet-troll-1652485292
3•fanf2•21m ago•0 comments

NPM classic tokens revoked, session-based auth and CLI token management now

https://github.blog/changelog/2025-12-09-npm-classic-tokens-revoked-session-based-auth-and-cli-to...
1•sdko•21m ago•0 comments

Ask HN: IPv6 capable transactional email senders?

1•hevisko•23m ago•0 comments

'Food and fossil fuel production causing $5B of environmental damage an hour'

https://www.theguardian.com/environment/2025/dec/09/food-fossil-fuel-production-5bn-environmental...
1•ndsipa_pomu•25m ago•0 comments

Crunchyroll Is Shutting Down Its Free Ad-Supported Plan

https://cordcuttersnews.com/crunchyroll-is-shutting-down-its-free-ad-supported-plan/
1•akyuu•26m ago•0 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•7mo ago

Comments

Oaklight•7mo 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•7mo 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•7mo ago
what's GTM?
venk12•7mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.