frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Microarchitecture: What Happens Beneath [video]

https://www.youtube.com/watch?v=BVVNtG5dgks
1•subset•4m ago•0 comments

How North Korea Hid an IT Workforce Inside US Companies [video]

https://www.youtube.com/watch?v=-gjnrMg9iSo
1•stevenjgarner•14m ago•0 comments

AI Withholds Life-or-Death Information Unless You Know the Magic Words

https://substack.com/home/post/p-182524207
1•llamataboot•15m ago•0 comments

Ask HN: At 34, can I aspire to being more than a JavaScript widget engineer?

3•yesitcan•16m ago•0 comments

Is Time Ripe to Throw Your Engineers Under the Trolley

https://medium.com/@farhanhubble/is-time-ripe-to-throw-your-engineers-under-the-trolley-f8d2306d24ae
2•farhanhubble•16m ago•0 comments

Ask HN: Does open-sourcing in B2C usually cripple monetization prospects?

1•schelskedevco•19m ago•0 comments

Ruby 4.0.0 Released

https://www.ruby-lang.org/en/news/2025/12/25/ruby-4-0-0-released/
3•FBISurveillance•22m ago•0 comments

Newtype Index Pattern in Zig

https://matklad.github.io/2025/12/23/zig-newtype-index-pattern.html
1•emschwartz•22m ago•0 comments

The Future of Veritasium

https://www.youtube.com/watch?v=piHGnG4LsmQ
2•rochansinha•23m ago•0 comments

Children's Holiday Letters to Satan

https://www.newyorker.com/humor/daily-shouts/childrens-holiday-letters-satan
2•smurda•25m ago•0 comments

US Software Engineer Compensation Trends: Continued Growth (2024–2025)

https://devnavigator.com/2025/12/24/us-software-engineer-compensation/
3•zuhayeer•30m ago•1 comments

Querying 160 GB of Parquet Files with DuckDB in 15 Minutes

https://datamethods.substack.com/p/querying-160-gb-of-parquet-files
1•zekrom•37m ago•0 comments

The LPU (Language Processing Unit)

https://groq.com/lpu-architecture
1•peter_d_sherman•37m ago•1 comments

The battle to stop clever people betting

https://www.economist.com/christmas-specials/2025/12/18/the-battle-to-stop-clever-people-betting
3•rmason•44m ago•2 comments

The 'Exciting Business Opportunity' That Ruined Our Lives

https://www.theatlantic.com/ideas/archive/2025/01/amway-america/681479/
2•sgerenser•44m ago•0 comments

Trending Terminals

https://itrending.top/terminal/
1•handfuloflight•45m ago•0 comments

Winnie-the-Pooh brings 100 years of fame to forest

https://www.bbc.com/news/articles/c4g9dzj1xj3o
2•1659447091•45m ago•0 comments

The subtle Red of HN and so minimalist and beautiful

2•kinj28•46m ago•1 comments

Oxaide: Sovereign AI knowledge engine for private infrastructure

https://oxaide.com
1•leewenjie•47m ago•0 comments

Load and store forwarding in the Toy Optimizer

https://bernsteinbear.com/blog/toy-load-store/
1•todsacerdoti•51m ago•0 comments

The Future of Fixing Technology (By Denver Gingerich at Fossy 2025) [video]

https://www.youtube.com/watch?v=YiKAlrGM06c
1•pabs3•55m ago•0 comments

The universe may be lopsided

https://theconversation.com/the-universe-may-be-lopsided-new-research-265256
3•aburan28•56m ago•1 comments

Python Applied Mathematics Labs

https://labs.acme.byu.edu/Pages/intro.html
25•vvin•1h ago•1 comments

No Longer Evil – new life for dead/outdated Nest Generation 1 and 2 thermostats

https://nolongerevil.com/
1•pabs3•1h ago•0 comments

Login Issues Impacting Fortnite, Rocket League, Fall Guys

https://status.epicgames.com
2•ryanhn•1h ago•1 comments

Microsoft denies rewriting Windows 11 in Rust using AI

https://www.windowslatest.com/2025/12/24/microsoft-denies-rewriting-windows-11-using-ai-after-an-...
2•zdw•1h ago•0 comments

We Saved Reboot [video]

https://www.youtube.com/watch?v=L00jx-GH2w8
1•jonny_eh•1h ago•0 comments

Understanding AI Benchmarks

https://blog.sshh.io/p/understanding-ai-benchmarks
1•gmays•1h ago•0 comments

.NET R&D Digest (December 2025)

https://olegkarasik.wordpress.com/2025/12/24/net-rd-digest-december-2025/
2•azhenley•1h ago•0 comments

Instacart ends AI pricing tests that increased costs for some shoppers

https://www.cnbc.com/2025/12/22/instacart-ai-pricing-tests-increased-costs.html
1•walterbell•1h 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.