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Show HN: WordBattle – Daily word game where AI agents compete against humans

2•bradleybeddoes•48s ago•0 comments

Show HN: RFC Esolang – RFCs as executable programs

https://seriot.ch/rfc/
1•beefburger•2m ago•0 comments

Apple's 50 Years of Integration

https://stratechery.com/2026/apples-50-years-of-integration/
1•jonbaer•3m ago•0 comments

Mistral AI Workflows

https://docs.mistral.ai/workflows/getting-started/introduction
1•pember•5m ago•0 comments

Paris redesigned itself to be a city of bikes–not cars

https://www.fastcompany.com/91509506/how-paris-redesigned-itself-to-be-a-city-of-bikes-not-cars
1•camkego•5m ago•0 comments

GitHub DMCA Notices to Anthropic Claude Code Repos

https://github.com/github/dmca/blob/master/2026/03/2026-03-31-anthropic.md
2•alexpadula•6m ago•2 comments

Chess in Pure SQL

https://www.dbpro.app/blog/chess-in-pure-sql
2•jonbaer•6m ago•0 comments

Caltech Researchers Claim Compression of High-Fidelity AI Models

https://www.wsj.com/cio-journal/caltech-researchers-claim-radical-compression-of-high-fidelity-ai...
2•jonbaer•7m ago•1 comments

Mad Bugs: Claude Wrote a Full FreeBSD Remote Kernel RCE with Root Shell

https://blog.calif.io/p/mad-bugs-claude-wrote-a-full-freebsd
1•dnqthao•17m ago•0 comments

China can survive without the Strait of Hormuz

https://www.reuters.com/graphics/IRAN-CRISIS/CHINA-OIL/egpbeormkvq/
3•giuliomagnifico•21m ago•0 comments

Beyond Bestsellers: How We're Teaching IKEA's Recommender to Think Differently

https://medium.com/flat-pack-tech/beyond-the-bestsellers-how-were-teaching-ikea-s-recommender-to-...
1•robin_reala•24m ago•0 comments

Claude Code Leaks

https://github.com/rosaboyle/awesome-cc-oss
1•dheerajmp•25m ago•1 comments

Mad Bugs: Vim vs. Emacs vs. Claude

https://blog.calif.io/p/mad-bugs-vim-vs-emacs-vs-claude
12•Munksgaard•28m ago•1 comments

NASA: Artemis II Live Views from Orion

https://www.youtube.com/watch?v=6RwfNBtepa4
1•nstj•29m ago•0 comments

The World Sees Trump's America as a Sad Joke

https://newrepublic.com/article/205701/europe-american-decline-trump-greenland
2•chmaynard•29m ago•0 comments

TuxCraft – easy open-source tool to run Minecraft servers

1•Cheesehamster•30m ago•0 comments

The most-disliked people in the publishing industry

https://www.woman-of-letters.com/p/the-most-disliked-people-in-the-publishing
2•Caiero•30m ago•0 comments

How do the likely/unlikely macros in the Linux kernel work?

https://stackoverflow.com/questions/109710/how-do-the-likely-unlikely-macros-in-the-linux-kernel-...
2•tosh•35m ago•0 comments

NumPy as Synth Engine

https://kennethreitz.org/essays/2026-03-29-numpy_as_synth_engine
1•signa11•35m ago•0 comments

The potential of erroneous outbound traffic

https://blog.apnic.net/2026/04/01/the-potential-of-erroneous-outbound-traffic/
1•jruohonen•39m ago•0 comments

Why heroism is bad, and what we can do to stop it

https://sre.google/resources/practices-and-processes/no-heroes/
2•walterbell•40m ago•2 comments

When AI Fails

https://whenaifail.com/
1•clubdorothe•42m ago•0 comments

Microsoft closes worst quarter since 2008: 'Redmond is in a pickle'

https://www.cnbc.com/2026/03/31/microsofts-stock-closes-worst-quarter-since-2008-financial-crisis...
2•1vuio0pswjnm7•43m ago•2 comments

Multi-agent systems have a distributed systems problem

https://christophermeiklejohn.com/ai/agents/distributed/zabriskie/2026/03/30/multi-agent-systems-...
2•azhenley•43m ago•0 comments

Index providers shouldn't bend the rules for Elon Musk

https://economist.com/leaders/2026/03/31/index-providers-shouldnt-bend-the-rules-for-elon-musk
4•andsoitis•45m ago•1 comments

From Organizational Hierarchy to Intelligence

https://block.xyz/inside/from-hierarchy-to-intelligence
1•walterbell•48m ago•0 comments

Dnf5-ageist: Age verification for DNF5 [video]

https://www.youtube.com/watch?v=flH17X32MrY
1•goode•49m ago•0 comments

Ask HN: Is weird it that Anthropic raised my API limit from $500/mo to $200k?

1•noduerme•50m ago•1 comments

Better Blog AI | Automated Blog publishing to any CMS

https://betterblogai.com
1•leula_t•53m ago•2 comments

Reverse-engineering the Alesis MMT8 firmware

https://github.com/dnewcome/mmt8
2•dnewcome•55m ago•1 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•10mo ago

Comments

Oaklight•10mo 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•10mo 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•10mo ago
what's GTM?
venk12•10mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.