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Show HN: Castov – A local-first desktop automation engine using local AI

https://castov.com
1•castov•1m ago•0 comments

ParticleDB – Orkes Launch Announcement

https://orkes.io/blog/particledb-database-built-for-ai-agents
1•throwaway737488•2m ago•0 comments

Old Ideas

https://blog.fogus.me/thoughts/old-ideas.html
1•myth_drannon•4m ago•0 comments

Writing Is Magic; Machine Writing Is Ash

https://www.baldurbjarnason.com/2026/machine-writing-is-ash/
1•speckx•5m ago•0 comments

What kept GPUs waiting: an E1 study of distributed training overhead

https://nodeox.com/blog/e1-distributed-training-overhead
1•dvoronko•8m ago•0 comments

Show HN: Jik – a self-hosted language using region-based memory management

https://github.com/jik-lang/jik
1•scorched_soy•9m ago•0 comments

Ask HN: Show your micro-SaaS (November 2026)

2•genekrapivin•10m ago•0 comments

Warmbly: Open-Source Cold Email

https://warmbly.com/
1•handfuloflight•12m ago•0 comments

Silicon Valley's in-flight magazine Colossus gives moguls coverage they crave

https://sfstandard.com/2026/10/30/colossus-glossy-quarterly-silicon-valley/
1•thm•15m ago•0 comments

Behind the Curtain: OpenAI's post-election power play

https://www.axios.com/2026/11/01/scoop-openai-post-midterm-policy
1•pretext•20m ago•0 comments

100% Increase in CVEs YoY

https://app.opencve.io/statistics
1•pranshuchittora•23m ago•0 comments

Apple RAW 9 Deep Dive (macOS/iOS 27) [video]

https://www.youtube.com/watch?v=Fk0K7H6QEAE
1•CharlesW•23m ago•0 comments

An inference server for AMD GPUs, in C++ and HIP

https://codeberg.org/StillDeadcode/radiance
1•this_was_posted•23m ago•1 comments

TLE Tailor

https://github.com/dcajacob/tle-tailor
1•marklit•25m ago•0 comments

Ask HN: Which TV do you recommend for privacy?

6•LecroJS•25m ago•1 comments

Juan Atkins, pioneer of Detroit techno sound, dies aged 64

https://www.theguardian.com/music/2026/nov/01/juan-atkins-pioneer-of-detroit-techno-sound-dies-ag...
2•coffeeyesplease•26m ago•1 comments

The tokens in your agent harness

https://armincat.com/articles/where-tokens-go
1•armcat•26m ago•0 comments

Ask HN: Why does my GitHub project only have 160 stars?

1•gonzar79•28m ago•1 comments

Please don't mess with links

https://maurycyz.com/misc/real_links/
2•Curiositry•29m ago•0 comments

Slop Code Monitor – scanned 2.6B of code to quantify AI cognitive debt

https://slopcodemonitor.ai/
1•mramilli•30m ago•0 comments

Show HN: Crosswalk – terminal manager to reduce sprawl

https://wareshq.com/crosswalk
1•josephspurrier•32m ago•0 comments

Making a rickroll laser

https://maurycyz.com/projects/speaker/
1•Curiositry•32m ago•0 comments

Trucks That Haul 90 Tons of Coal on Battery Power–and Drive Themselves

https://www.wsj.com/world/asia/these-trucks-haul-90-tons-of-coal-on-battery-powerand-drive-themse...
3•bookofjoe•33m ago•2 comments

Ask HN: What mistakes did AI make in your codebase?

1•underdeserver•35m ago•0 comments

"AI for everyone would cost a tenth of a kettle a day

https://allyburns.com/musings/ai-for-all/
1•dolbydb•37m ago•4 comments

Show HN: DSP Explorables

1•FLT8•41m ago•0 comments

Versuscraft: Fact-checked AI comparison posts for dev tools

https://versuscraft.xyz/sample
1•aishwaryashthe•50m ago•0 comments

How Many Times Do They Say "Here We Go" in the Big Bang Theory?

https://sankalpmukim.dev/articles/here-we-go-big-bang-theory
3•sankalpmukim•51m ago•2 comments

FloppoScope Is a Disk Image Analyzer

https://hackaday.com/2026/11/01/flopposcope-is-a-disk-image-analyzer/
1•andrewstuart•52m ago•0 comments

HackerTube

https://hackertube.org/
1•lopespm•53m 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.