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Learnings around building systems to automate with AI

https://newsletter.cloudsquid.io/p/we-built-a-scalable-agent-sandbox
1•universesquid•2m ago•0 comments

Plainly Flows – automate creative production with workflows

https://plainlyflows.com/
1•plainlyvideos•5m ago•0 comments

Scaling a WebSocket gateway to 40k+ concurrent users with Redis pub/sub

https://e-mahmoudi.me/blog/fanout-architecture-millions-concurrent-websockets/
2•jeyem•6m ago•0 comments

Hugging Face exploring sale at $13B valuation

https://siliconangle.com/2026/08/23/report-ai-model-hub-hugging-face-exploring-sale-at-13b-valuat...
1•giuliomagnifico•7m ago•0 comments

The Future Belongs to the Weird

https://essays.georgestrakhov.com/weird/
1•georgestrakhov•9m ago•0 comments

Learning Vision-Driven Reactive Soccer Skills for Humanoid Robots

https://www.science.org/doi/10.1126/scirobotics.aed1152
1•realysy•10m ago•0 comments

Aggregating the Aggregators

https://paul.tinypost.blog/aggregating-the-aggregators
1•rdmuser•10m ago•0 comments

Six historic volcanic eruptions changed the world and history

https://knowablemagazine.org/content/article/physical-world/2026/volcanoes-that-made-history
1•dp-hackernews•11m ago•0 comments

Ask HN: What's the best-managed open source repo you've seen on GitHub?

2•kacperlukawski•14m ago•0 comments

The Observability Pain Cycle

https://nikola-petkovic.com/blog/2026/08/07/observability-pain-cycle/
1•nikola_petkovic•15m ago•0 comments

Self – The Structured Executable and Linkable Format

https://github.com/fzakaria/selfdb
1•gjvc•16m ago•1 comments

Show HN: Reverse-engineered Half-Life's 2001 WON launcher with LLM agents

https://github.com/oxiKKK/re-goldsrc-won-launcher-1792
1•oxi113•18m ago•0 comments

Show HN: One AWS Bill Went from Almost $8k a Month Toward $6k

https://greenops.cloud/blog/blog-cost-drop-8k-to-6k
1•spidgorny•20m ago•0 comments

Wikipedia globally blacklisted archive.today after DDoS and snapshot tampering

https://gyrovague.com/2026/06/24/archive-yesterday-an-empirical-study-of-the-streisand-effect/
2•salahadawi•23m ago•0 comments

We replaced our ledger with two functions

https://river.com/content/we-replaced-our-ledger-with-two-functions
2•alexmolas•24m ago•0 comments

Ask HN: What have you reverse engineered with LLMs recently?

2•trencedamp•25m ago•1 comments

Emotional Diversification

https://www.lifestyleintegrity.com/blog/emotional-diversification
1•kiyanwang•26m ago•0 comments

Show HN: Same – I built a toy to see what the world has in common

https://same.imelabs.co.uk
1•wrams•27m ago•0 comments

Bolt Graphics' Advanced GPU to Take on Nvidia – Architosh

https://architosh.com/2026/07/bolt-graphics-advanced-gpu-to-take-on-nvidia/
1•rbanffy•28m ago•0 comments

Responsibility Is Taken Before It Is Given

https://lalitm.com/responsibility-is-taken-before-it-is-given/
1•kiyanwang•28m ago•0 comments

Cursiva is an open-source tool to compile ATS LaTeX resumes with LangGraph

https://www.cursiva.se/
1•heishi•29m ago•0 comments

Can an LLM price a World Cup match better than the market (and make money)?

https://christian.bock.bio/posts/frontier_xg_worldcup/
1•Pseudomanifold•29m ago•0 comments

The sorry state of SKILL distribution

https://blog.trailofbits.com/2026/06/03/the-sorry-state-of-skill-distribution/
1•michael-sumner•29m ago•0 comments

Show HN: Live preview/render Go templates with custom data

https://github.com/vividvilla/gotp
1•v512•31m ago•0 comments

Show HN: Douze – turn any website into MCP tools from the browser session

https://github.com/jamalavedra/douze
1•jamalavedra•31m ago•0 comments

Photon Gas

https://en.wikipedia.org/wiki/Photon_gas
1•maxall4•33m ago•0 comments

Hiding a Prompt in a Tokenizer

https://stephantul.github.io/blog/prompt/
2•stephantul•38m ago•0 comments

Startup Sells Synthetic Influencers Manipulates Social Media as a Service (2025)

https://www.404media.co/a16z-backed-startup-sells-thousands-of-synthetic-influencers-to-manipulat...
1•Bluestein•38m ago•0 comments

Inside The Fake Copyright Racket Silencing News Outlets

https://www.occrp.org/en/news/i-terminated-this-channel-inside-the-fake-copyright-racket-silencin...
1•robtherobber•39m ago•0 comments

Dactyl – Build real iOS apps just by describing them

https://dactyl.dev/
3•losfair•41m 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.