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Hard budget enforcement for AI agents – blocks before the API call

https://awx-shredder.fly.dev
1•awxglobal•58s ago•0 comments

GCC 16.1 Released

https://lwn.net/Articles/1070649/
1•kazu11max17•1m ago•0 comments

Blue Origin certainly has ambitious launch targets for New Glenn

https://arstechnica.com/space/2026/04/blue-origin-certainly-has-ambitious-launch-targets-for-new-...
1•LorenDB•2m ago•0 comments

The most severe Linux threat to surface in years catches the world flat-footed

https://arstechnica.com/security/2026/04/as-the-most-severe-linux-threat-in-years-surfaces-the-wo...
1•AndrewDucker•3m ago•0 comments

Passlib 1.7.4 incompatible with bcrypt >= 4.3 ausing runtime warnings

https://bugs.launchpad.net/kolla-ansible/+bug/2150764
1•shayangeedook•4m ago•0 comments

Hackers are actively exploiting a bug in cPanel and WHM

https://techcrunch.com/2026/04/30/hackers-are-actively-exploiting-a-bug-in-cpanel-used-by-million...
1•dotmanish•4m ago•0 comments

Cerberus Anti-theft is stalkerware: a reverse engineering

https://hexproof.dev/datagrams/cerberus-stalkerware-re/
1•ImJasonH•6m ago•0 comments

Prolific Chinese State-Sponsored Contract Hacker Extradited from Italy

https://www.justice.gov/opa/pr/prolific-chinese-state-sponsored-contract-hacker-extradited-italy
3•737min•6m ago•1 comments

The Iran internet blackout has entered its second month

https://mastodon.social/@netblocks/116481109110598719
2•us321•11m ago•0 comments

iOS 27 to bring AI inside the Camera app, iPhone shutdown problem

https://9to5mac.com/2026/04/30/happy-hour-588/
1•omer_k•13m ago•0 comments

My Daughter Died at 32. My Devices Won't Let Me Rest

https://www.wsj.com/lifestyle/relationships/my-daughter-died-at-32-my-devices-wont-let-me-rest-50...
4•impish9208•13m ago•1 comments

Apple reports second quarter results

https://www.apple.com/newsroom/2026/04/apple-reports-second-quarter-results/
2•mfiguiere•14m ago•0 comments

Monksignal

https://monksignal.com/
2•mooreds•15m ago•0 comments

Manual Until It Hurts

https://indieweb.org/manual_until_it_hurts
4•susam•16m ago•0 comments

Elon Musk confirms xAI used OpenAI's models to train Grok

https://www.theverge.com/ai-artificial-intelligence/921546/elon-musk-xai-openai-trial-model-disti...
4•fraXis•16m ago•2 comments

Ubuntu DDoS Attack from Iraq?

https://old.reddit.com/r/Ubuntu/comments/1t07tb2/canonical_ubuntu_being_targeted_by_a_ddos_attack/
2•TutleCpt•18m ago•0 comments

Chat with Premium Financial Newsletters

https://dripstack.xyz/
2•blauyourmind•20m ago•1 comments

Rivian allows you to disable all internet connectivity

https://rivian.com/support/article/can-i-disable-all-data-collection-from-my-vehicle
37•Cider9986•21m ago•6 comments

Ask HN: I'm building a toy language. At what point should it become self-hosted?

2•jdw64•22m ago•0 comments

The Science of 'Needle-Free Botox': A Complete Guide to Peptide Skincare (2026)

1•maxqur•23m ago•0 comments

US Senators introduce bipartisan bill to ban Chinese vehicles and auto parts

https://www.nbcnews.com/politics/congress/senators-moreno-slotkin-bill-banning-chinese-vehicles-a...
2•anigbrowl•25m ago•0 comments

Outcome Rewards Do Not Guarantee Verifiable or Causally Important Reasoning

https://arxiv.org/abs/2604.22074
1•krackers•25m ago•1 comments

Adding week-long deferrals to a pipeline that handles alerts

https://rootly.com/blog/replay-dont-rebuild-adding-week-long-deferrals-to-a-pipeline-that-handles...
1•sylvainkalache•27m ago•0 comments

We Need to Talk About the IPv8 Draft

https://substack.com/home/post/p-194315405
3•speckx•28m ago•2 comments

The Secret Weapon Against AI Dominance

https://www.theatlantic.com/ideas/2026/04/creative-labor-ai-copyright/687000/
2•maxutility•28m ago•0 comments

Live Updates from Elon Musk and Sam Altman's Court Battle over OpenAI

https://www.theverge.com/tech/917225/sam-altman-elon-musk-openai-lawsuit
4•SamoyedFurFluff•29m ago•0 comments

Show HN: Annotate videos or screen recordings inside Chrome

https://framepin.com/
3•ipselon•31m ago•0 comments

Why friendly AI chatbots might be less trustworthy

https://www.bbc.com/news/articles/cd9pdjgvxj8o
2•Brajeshwar•31m ago•0 comments

Chinese EVs Can Now Project Movies from Their Headlights

https://insideevs.com/news/794295/chinese-ev-headlight-movie-projectors/
5•mooreds•32m ago•0 comments

AI-Generated Code Has No Author

https://ossature.dev/blog/ai-generated-code-has-no-author/
2•beshrkayali•33m ago•0 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•11mo ago

Comments

Oaklight•11mo 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•11mo 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•11mo ago
what's GTM?
venk12•11mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.