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The Wren Stack

https://speakez.tech/blog/wren-stack/
1•Multicomp•2m ago•1 comments

Rationality, Reward, and Sleep Training

https://dogdogfish.com/blog/2026/01/10/rationality-psychology-sleep-training/
1•matthewsharpe3•5m ago•0 comments

Ask HN: If AI wins, don't AI companies lose?

1•SuboptimalEng•7m ago•0 comments

Meet ski map artist James Niehues, the 'Monet of the mountains'

https://adventure.com/ski-map-artist-james-niehues/
1•gyomu•11m ago•0 comments

Show HN: Symfreq – Analyse symbol frequencies in code (Rust)

https://github.com/vaskort/symfreq
2•vaskort•14m ago•0 comments

The NIH has lost its scientific integrity. So we left

https://www.statnews.com/2026/01/10/nih-resign-protest-four-leaders-cite-interference-censorship/
3•mikhael•18m ago•0 comments

The Many Meanings of "Stack"

https://ezzeriesa.notion.site/The-many-meanings-of-stack-bc768cb186714b579547b7b8681ee32f
1•kurinikku•18m ago•0 comments

Show HN: Understand your Claude Code sessions

https://confabulous.dev
1•jjak82•20m ago•0 comments

Ask HN: What tools/workflow do you use to write technical books?

1•JSLegendDev•23m ago•0 comments

The Trust Trap: Why Bad Actors Are Moving from Burner Domains to Big Tech

https://www.urlert.com/blog/trust-trap-bad-actors-big-tech
3•tomerhe•23m ago•0 comments

If users notice your software, you're a loser

https://pivot-to-ai.com/2026/01/10/if-users-notice-your-software-youre-already-a-loser/
3•fasterandworse•26m ago•0 comments

Nine (Seemingly Impossible C64 Demo) (2025)

https://www.linusakesson.net/scene/nine/index.php
2•s4i•26m ago•0 comments

Open‑source VANTRUE dashcam stitcher (front and cabin PiP)

https://github.com/SteveClement/vantrue-dashcam-stitcher
1•SteveClement•27m ago•1 comments

The O'Shaughnessy Fellowships and Grants Program

https://forms.osv.llc/fellowships2026
1•cat-whisperer•29m ago•0 comments

Out-of-Context: Constrained Tool Based Exploration of Context

https://www.gojiberries.io/out-of-context-constrained-tool-based-exploration-of-context/
1•neehao•30m ago•0 comments

Iran's Revolutionary Guards declare 'red line' on security as protests escalate

https://www.france24.com/en/middle-east/20260110-iran-s-revolutionary-guards-declare-red-line-on-...
3•mooreds•37m ago•0 comments

MVP = Embarrassing

https://www.mooreds.com/wordpress/archives/3725
1•mooreds•38m ago•0 comments

Show HN: webrtc-rs/rtc – A Sans-I/O WebRTC Stack for Rust

3•rainliu•38m ago•2 comments

Retrotransposon drives cancer by altering 3D genome structure

https://www.stjude.org/media-resources/news-releases/2026-medicine-science-news/retrotransposon-d...
1•birriel•39m ago•0 comments

Beginner Race – Marble Madness (FM Towns) Music

https://www.youtube.com/watch?v=nDjRZ674c_4
1•doener•39m ago•0 comments

Monterey County bans short-term rentals in unincorporated areas

https://www.sfgate.com/bayarea/article/calif-county-votes-short-term-rental-ban-21285928.php
2•abustamam•39m ago•0 comments

Show HN: MCP Server for Job Search

https://github.com/jobswithgpt/mcp
4•sp1982•40m ago•0 comments

Kubernetes Was Overkill. We Moved to Docker Compose and Saved 60 Hours

https://medium.com/engineering-playbook/kubernetes-was-overkill-we-moved-to-docker-compose-and-sa...
2•firesteelrain•43m ago•2 comments

SpaceX gets FCC approval to launch 7,500 more Starlink satellites

https://techcrunch.com/2026/01/10/spacex-gets-fcc-approval-to-launch-7500-more-starlink-satellites/
1•geox•45m ago•0 comments

Annote: Writing Java using only annotations

https://github.com/kusoroadeolu/annote
1•tempodox•45m ago•0 comments

Show HN: Horizon Engine – C++20 3D FPS Game Engine with ECS and Modern Renderer

https://github.com/jackthepunished/horizon-engine
1•bhdr26k•46m ago•1 comments

Optimism with Footnotes

https://www.gatesnotes.com/the-year-ahead-2026
1•mooreds•48m ago•0 comments

Bryan Johnson Sought Control via Confidentiality Agreements

https://www.nytimes.com/2025/03/21/technology/bryan-johnson-blueprint-confidentiality-agreements....
2•simonebrunozzi•48m ago•0 comments

Answer Set Programming (PDF, 2019)

https://www.cs.utexas.edu/~vl/teaching/378/ASP.pdf
2•tempodox•49m ago•0 comments

Python NumPy Tutorial with Jupyter and Colab (CS231n)

https://cs231n.github.io/python-numpy-tutorial/
2•astdb•49m ago•0 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•8mo ago

Comments

Oaklight•8mo 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•8mo 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•8mo ago
what's GTM?
venk12•8mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.