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AKS Is Growing – Along with Its Kubernetes Utilization Problem

https://cloudnativenow.com/features/aks-is-growing-along-with-its-kubernetes-utilization-problem/
1•BlackPlot•2m ago•0 comments

Raspberry Pi Desktop Now Available for PC and Mac

https://www.raspberrypi.com/news/raspberry-pi-desktop-now-available-for-pc-and-mac/
1•nkjoep•2m ago•0 comments

The Missing Piece in Rust Error Handling

https://mcmah309.github.io/posts/the-missing-piece-in-rust-error-handling/
1•pjmlp•3m ago•0 comments

Experimenting with Bindless Textures in WebGPU

https://toji.dev/2026/10/06/webgpu-bindless.html
1•AshleysBrain•3m ago•0 comments

Nano Banana 2.1

https://deepmind.google/models/model-cards/nano-banana-2-1/
1•tosh•3m ago•0 comments

Streaming an LLM chat across a TypeScript/Python boundary: the details that bite

https://chimerai.dev/blog
1•arminburger•8m ago•0 comments

2G to 5G Evolution

https://vadiml1024.github.io/mobile-evolution/
1•vadiml•13m ago•1 comments

Show HN: UnifiWorkspace – A side-by-side multi-pane workspace for Chrome

https://chromewebstore.google.com/detail/unifiworkspace/ddelhgpeajillpfoogmbloailpommepi
1•jorelnueva•14m ago•0 comments

Opus 5.5 Built Seven Adobe Clones in Rust

https://www.orcarouter.ai/blog/artcraft-opus-5-5-seven-adobe-clones-in-rust
1•pelagicAustral•17m ago•0 comments

Show HN: Daisy – Local-first meeting recorder for Mac with an MCP server

https://github.com/ca33u/daisy-app
1•ca33u•19m ago•0 comments

Ask HN: Anyone did workshops for students on using agents/Claude Code?

1•kolinko•20m ago•0 comments

Open Source Project:Run many coding agents at once, with a gate in front of prod

https://github.com/NicholasFlemmer/styx-app
1•nicflemmer•22m ago•0 comments

Fervo Energy: Big Tech's Clean Energy Bet Is Unraveling

https://www.morpheus-research.com/fervo/
1•mempirate•23m ago•0 comments

AlphaSteel ReviEwS (2026): We Tried It My Honest Review

https://script.google.com/macros/s/AKfycbzeHJ41bEHs5o2zIQHi8wt4hi9K2Itk6VrzOGrUGlFQaqPrNVgs_e6YyC...
1•ralugatk•28m ago•0 comments

Latent space bias directions in LLMs capture confidence, not fairness

https://arxiv.org/abs/2610.08559
1•sbulaev•30m ago•0 comments

Silicon Valley thinks AI will kill jobs. Economists are not convinced

https://www.ft.com/content/8f783c04-5fc5-43d4-bab2-495ac31806c6
1•1vuio0pswjnm7•32m ago•0 comments

Forever Junior: The Skills AI Can't Develop for You

https://tech.criteo.com/blog/human-skills-ai-cant-develop-junior-engineers/
2•brugidou•37m ago•0 comments

Books of the Times; Hackers as Heroes (1999)

https://archive.nytimes.com/www.nytimes.com/books/99/01/03/specials/levy-hackers.html
2•so-cal-schemer•48m ago•1 comments

Are CAPTCHAs Still Bot-Hard?

https://halligan.pages.dev/
4•vednig•48m ago•0 comments

pg_plan_filter 1.0.0 Released

https://www.postgresql.org/about/news/pg_plan_filter-100-released-3352/
1•ear7h•53m ago•0 comments

High Interest Rates Aren't Slowing AI Boom

https://www.nytimes.com/2026/10/05/business/ai-boom-interest-rates-fed.html
2•Ambolia•54m ago•1 comments

Show HN: GitHub Action to check AI-written code changes no files, without review

https://github.com/yuyuyuyuyu-dev/assert-no-unexpected-changes
1•yuyuyuyuyu-dev•55m ago•0 comments

Twenty-two pending curl vulnerabilities

https://daniel.haxx.se/blog/2026/10/07/twenty-two-pending-curl-vulnerabilities/
3•mfrw•59m ago•1 comments

HN has lost the joy for me

6•trencedamp•1h ago•1 comments

Show HN: Neptune, a free and open-source terminal built in Rust

https://github.com/zevem/neptune
3•gabo2006•1h ago•1 comments

Longest traffic jam (number of vehicles): Berlin 1990

https://www.guinnessworldrecords.com/world-records/461618-longest-traffic-jam-number-of-vehicles
3•rguiscard•1h ago•0 comments

Stack Overflow Developer Survey – Number of HN Comments by Year (Last 8 Years)

https://i.imgur.com/wN2XVEE.png
2•nomilk•1h ago•0 comments

The Fever Has Broken – Why "Chinamaxxing" Matters

https://www.sinicapodcast.com/p/the-fever-broken-for-now
1•verdverm•1h ago•0 comments

Licensing costs driving 90 percent of VMware users to explore options: Survey

https://arstechnica.com/information-technology/2026/10/operational-complexity-a-top-barrier-for-v...
2•joozio•1h ago•0 comments

Vanishing Crossword

https://wordmaze.dev/
2•sidPhoenix17•1h ago•0 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•1y ago

Comments

Oaklight•1y 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•1y 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•1y ago
what's GTM?
venk12•1y ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.