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White House authorizes private companies to launch hack-back cyberattacks

https://www.tomshardware.com/tech-industry/cyber-security/white-house-authorizes-private-companie...
1•sbulaev•24s ago•0 comments

Science at LLM Speed

https://christophermeiklejohn.com/series/the-machine-in-the-lab/science-at-llm-speed/
1•jruohonen•1m ago•0 comments

Claude Opus 5: context window, and API changes

https://medium.com/@CometAPI_/claude-opus-5-surprised-me-detailed-explanation-of-its-performance-...
1•WavyPeng•1m ago•0 comments

AI Debt Failure Will Prompt Another Wave of Fed Bailouts [pdf]

https://www.myrmikan.com/pub/Myrmikan_Research_2026_08_14.pdf
1•eodafbaloo•3m ago•0 comments

Is a molecular-scale semiconductor hiding inside metagenomic databases?

https://medium.com/@kisnorbert87/is-a-molecular-scale-semiconductor-hiding-inside-metagenomic-dat...
1•kisnorbert•3m ago•0 comments

Show HN: Harbor – A lightweight ATS and CRM for independent recruiters

https://findharbor.com
1•tima101•5m ago•0 comments

Plausible Community Edition had an unauthenticated RCE for over a year

https://github.com/plausible/analytics/discussions/6355
1•gregzeng95•7m ago•0 comments

Datafeudalism: The Domination of Modern Societies by Big Tech Companies

https://link.springer.com/article/10.1007/s13347-024-00777-1
1•smartmic•10m ago•0 comments

Kimi likes causal decision theory more after RL in twin prisoner's dilemmas

https://www.lesswrong.com/posts/hfNBEKaStASAYMLiu/kimi-likes-causal-decision-theory-more-after-rl...
1•0xkato•12m ago•0 comments

A PyTorch optimizer built on continuous thermodynamics and Langevin dynamics

https://github.com/3moorebbb-sketch/MEP-Unified-Architecture
1•3moorebbb•18m ago•0 comments

Going live now – mosh coding at 1:45am

https://dev.profullstack.com/~anthony/blog/007-post.html
1•buffer_overlord•18m ago•0 comments

Helwan Ha-300

https://en.wikipedia.org/wiki/Helwan_HA-300
1•tosh•18m ago•0 comments

160-Bay NVMe SSD 4U Server Shown at FMS 2026 Supermicro ASG-4116S-NU160R

https://www.servethehome.com/160-bay-nvme-ssd-4u-server-shown-at-fms-2026-supermicro-asg-4116s-nu...
1•ksec•20m ago•1 comments

Show HN: Turk SEM – Chrome SidePanel SEO Inspector with JavaScript Render Diff

https://chromewebstore.google.com/detail/turk-sem-on-page-seo-chec/knkmbjcbancffkmmlakialpdefbdockl
2•gezginweb•22m ago•0 comments

Faceminer

https://wristwork.itch.io/faceminer
1•monneyboi•23m ago•0 comments

Replicate alternatives: model hosting vs. model APIs

https://medium.com/@CometAPI_/replicate-alternatives-for-ai-model-apis-in-2026-d5297576ab7e
1•AnneWodell•24m ago•0 comments

Show HN: Use tl;draw inside Org-mode

https://github.com/larrasket/org-draw
2•lr0•24m ago•0 comments

Show HN: Meridian, a local-first journal that drafts project updates

https://github.com/Meridiona/meridian
2•adithyaharish•26m ago•0 comments

Show HN: Grafana agent observability for Hermes Agent

https://github.com/alexander-akhmetov/grafana-agento11y-hermes
2•eventuallyacat•26m ago•0 comments

The Wrong Memory

https://strawberry9.github.io/the-wrong-memory/00_cover.html
1•Volatile-Regist•27m ago•0 comments

RAPx: A static analysis tool for Rust programs

https://github.com/safer-rust/RAPx
1•rendaw•29m ago•0 comments

The Lonely Men at the End of the World

https://www.newyorker.com/culture/photo-booth/the-lonely-men-at-the-end-of-the-world
2•Michelangelo11•31m ago•0 comments

NamingCube – AI name generator that checks if you can use the name

https://www.namingcube.com/
1•davisxie•35m ago•0 comments

The one task nobody wants to do

https://dev.profullstack.com/~anthony/blog/006-post.html
1•buffer_overlord•37m ago•1 comments

A Fast Path for Reading Fixed-Length Lists in Parquet

https://www.morling.dev/blog/fast-path-for-fixed-length-lists-in-parquet/
2•gunnarmorling•44m ago•0 comments

Show HN: Branchline, a $15 alternative to GitLens Pro's commit graph

https://sarthak645.gumroad.com/l/branchline
2•sarthakkuwar1•46m ago•0 comments

More screen time in childhood linked to improved cognitive processing in teens

https://www.uef.fi/en/article/more-screen-time-since-childhood-associated-with-better-cognitive-p...
3•giuliomagnifico•50m ago•1 comments

AI Agent Insurance Products: The New Wave

https://openkoda.com/ai-agent-insurance-products/
3•mgl•50m ago•0 comments

Hi everyone – I'm John, founder of Barawave

https://barawave.com/
2•johngai•53m ago•0 comments

Free v4 front end for your v6 site

https://v4-frontend.netiter.com/
3•networked•54m 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.