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New stealth model on OpenRouter: Pony Alpha

https://openrouter.ai/openrouter/pony-alpha
1•Alifatisk•3m ago•0 comments

Making robots useful and affordable will need better motors

https://www.bbc.com/news/articles/c5y46356zzyo
1•ENadyr•3m ago•0 comments

Show HN: Factcheck – An open-source YouTube fact-checker. I need your help

https://github.com/humanchaos/factcheck
1•humanchaos•4m ago•0 comments

Stories From 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
1•susam•4m ago•0 comments

Show HN: Open-source schema tooling focused on consistency for AI consumers

https://github.com/ranklabsai/ranklabs-schema
1•ranklabs•4m ago•0 comments

Synthetic Phenomenology: A framework for AI consciousness co-authored by AI

https://github.com/SyntagmaNull/synthetic-phenomenology
1•SyntagmaNull•4m ago•0 comments

Show HN: Word2Vec in Jax

https://github.com/arnavw/word2vec_jax
1•alien0006•5m ago•0 comments

Running Pydantic's Monty Rust Sandboxed Python Subset in WebAssembly

https://simonwillison.net/2026/Feb/6/pydantic-monty/
1•lumpa•7m ago•0 comments

The Trump Phone

https://www.theverge.com/gadgets/875190/trump-phone-t1-first-look-design-interview-eric-thomas-do...
1•spzb•7m ago•1 comments

The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
1•cbracketdash•10m ago•0 comments

Ask HN: Any International Job Boards for International Workers?

1•15charslong•12m ago•0 comments

Show HN: Replacing NotNull and Preconditions with fluent Java assertions

https://github.com/Sympol/pure-assert
1•symplice•13m ago•0 comments

Drifting models, generate image in single step

https://xcancel.com/jiqizhixin/status/2019308224223354936
1•Alifatisk•14m ago•0 comments

Private school uses AI to teach students in just two hours a day

https://nypost.com/2026/01/30/business/new-65k-private-school-uses-ai-to-teach-students-in-just-t...
1•maerF0x0•15m ago•0 comments

Satya Nadella decides Microsoft needs a quality czar

https://www.theregister.com/2026/02/05/microsoft_appoints_quality_chief/
2•latexr•16m ago•0 comments

Show HN: 33rpm – A vinyl screensaver for macOS that syncs to your music

https://33rpm.noonpacific.com/
1•kaniksu•21m ago•0 comments

Google Workers Demand End to Cloud Services for Immigration Agencies

https://www.nytimes.com/2026/02/06/business/google-employees-protest.html
2•donohoe•21m ago•0 comments

Gravity = Magnetism and Heat

https://zenodo.org/records/18498514
1•phdlalala•27m ago•1 comments

Debian project leader warns of developers' silent withdrawal

https://www.heise.de/en/news/Debian-Project-leader-warns-of-developers-silent-withdrawal-11167886...
2•layer8•28m ago•0 comments

Your Agent's Memory Is Broken. Here's Why

https://ramsriharsha.substack.com/p/your-agents-memory-is-broken-heres
1•riemannzeta•30m ago•0 comments

Show HN: I built a YC-style interview practice tool for myself, now public

https://www.getycready.com/
1•zacharykapank•32m ago•1 comments

Continual learning and the post monolith AI era

https://www.baseten.co/resources/research/continual-learning/#introduction
1•jxmorris12•35m ago•0 comments

Detecting backdoored language models at scale

https://www.microsoft.com/en-us/security/blog/2026/02/04/detecting-backdoored-language-models-at-...
1•geox•38m ago•0 comments

$530B in AI Capex looks terrible if you forget how accounting works

https://deadneurons.substack.com/p/the-cloud-hyperscalers-are-starting
1•nr378•39m ago•0 comments

Ask HN: Non AI-obsessed tech forums

4•nanocat•42m ago•2 comments

Show HN: A React testing boilerplate built for vibe coding

https://www.testsolid.com/
1•dudeskey•43m ago•0 comments

Persistent Memory for OpenClaw/Moltbot/Clawdbot

https://mem0.ai/blog/mem0-memory-for-openclaw
1•ninadwrites•44m ago•0 comments

Executive Function as Code: using (Doom) Emacs to script my brain

https://milly.kittycloud.eu/posts/executive-function-as-code-doom-emacs-adhd/
2•0xMillyByte•44m ago•0 comments

Ultima IX

https://www.filfre.net/2026/02/ultima-ix/
2•doppp•45m ago•0 comments

Will firms try to combine software developer and product manager roles?

https://bjornwestergard.com/firms-combine-software-roles/
1•bwestergard•46m ago•0 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•9mo ago

Comments

Oaklight•9mo 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•9mo 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•9mo ago
what's GTM?
venk12•9mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.