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From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•haraball•2m ago•0 comments

A Quick Introduction to OxCaml

https://noelwelsh.com/posts/a-quick-introduction-to-oxcaml/
1•noelwelsh•3m ago•0 comments

Bypassing Kernel32.dll for Fun and Nonprofit

https://ziglang.org/devlog/2026/#2026-02-03
1•Sh4pe•3m ago•0 comments

Show HN: Rust Monorepo Analyzer v0.16.0 and v0.17.0 faster scans and better TUI

https://github.com/bumahkib7/rust-monorepo-analyzer
1•bumahkib7•5m ago•0 comments

Elon Musk Has Grand Plans for Data Centers in Space. Experts Are Skeptical

https://uk.pcmag.com/networking/162953/elon-musk-has-grand-plans-for-data-centers-in-space-expert...
1•ironyman•6m ago•0 comments

Why San Andreas Feels Bigger Than GTA 5 (Map Analysis)

https://claritypotion.com/2022/08/15/san-andreas-feels-bigger-gta-v/
1•luskira•8m ago•0 comments

Show HN: Drago – Your Personal Cloud Postal Software

https://www.drago.co.ke/
1•lomolo•8m ago•0 comments

Your Job Isn't Disappearing. It's Shrinking Around You in Real Time

https://newsletter.jantegze.com/p/your-job-isnt-disappearing-its-shrinking
1•hunglee2•12m ago•0 comments

Show HN: Store Listing Canvas – Real screenshots and marketing frames

1•chapiware•12m ago•0 comments

RIP – Ken Boak a.k.a. Monsonite

https://retrocomputingforum.com/t/rip-ken-boak-aka-monsonite/5536
2•DamonHD•13m ago•0 comments

Claude Code can generate image now

https://clawhub.ai/junaid1460/masonry-generate-image-and-video
3•junaid1460•14m ago•1 comments

EU rejects 'nonsense' censorship charge from Trump allies

https://www.lemonde.fr/en/international/article/2026/02/03/eu-rejects-nonsense-censorship-charge-...
2•robtherobber•17m ago•0 comments

Software Peer Review

https://ropensci.org/software-review/
1•jruohonen•17m ago•0 comments

Privacy score that proves your image has no hidden metadata

https://exif-cleaner.com/
2•cope123•20m ago•1 comments

Requests for Startups

https://www.ycombinator.com/rfs
1•taubek•21m ago•0 comments

Anthropic Claude Max $200/mo: They claim 99% uptime, I calculated 84% Loss: $780

https://gist.github.com/LEX8888/0caac27b96fa164e2a8ac57e9a5f2365
2•Nerios•26m ago•1 comments

Why a Russian Startup Is Putting Brain Chips in Pigeons

https://www.bloomberg.com/news/newsletters/2025-12-18/remote-controlled-pigeons-what-we-know-abou...
3•pretext•27m ago•2 comments

GitHub Ponders Kill Switch for Pull Requests to Stop AI Slop

https://www.theregister.com/2026/02/03/github_kill_switch_pull_requests_ai/
4•jruohonen•27m ago•2 comments

Melinda French Gates reacts to new details about Bill Gates in the Epstein files

https://www.npr.org/2026/02/03/nx-s1-5697080/melinda-french-gates-reacts-to-ex-husband-bill-gates...
2•Qem•30m ago•2 comments

A manual workflow to fix the "muffled" audio of AI music models

1•JoyTxis•31m ago•0 comments

"Why 'Best Tarot Platform' Rankings Are Misleading by Design"

https://medium.com/@enrique_15267/why-best-tarot-platform-rankings-are-misleading-by-design-c5388...
1•astroideal•32m ago•1 comments

Show HN: A luma dependent chroma compression algorithm (image compression)

https://www.bitsnbites.eu/a-spatial-domain-variable-block-size-luma-dependent-chroma-compression-...
1•mbitsnbites•34m ago•0 comments

No Other Choice

https://en.wikipedia.org/wiki/No_Other_Choice
2•tosh•34m ago•0 comments

AMD hints the next-gen Xbox console could launch next year

https://www.videogameschronicle.com/news/amd-hints-the-next-gen-xbox-console-could-launch-next-year/
1•smurda•35m ago•0 comments

Ax for Browser Automation Platforms: Browserless vs. Browserbase vs. Anchor

https://techstackups.com/comparisons/browserless-vs-browserbase-vs-anchor-agent-experience/AgentE...
1•sixhobbits•37m ago•0 comments

BKND Joins Supabase

https://supabase.com/blog/bknd-joins-supabase
2•ferhatelmas•38m ago•0 comments

Personal Information Firehose

https://adamwiggins.com/posts/personal-information-firehose/
1•tosh•39m ago•0 comments

Show HN: Agentic website to automate presales and more, by hotlines.ai

https://hotlines.ai/
1•avaid1996•40m ago•0 comments

Show HN: Once – An app that only works once per day

https://apps.apple.com/ro/app/once-today/id6758272971
1•andysteaua•40m ago•0 comments

I Am Building an AI-Powered Reverse Incubator

https://benjaminsen.substack.com/p/i-am-building-an-ai-powered-reverse
1•johlo•41m 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•8mo 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•8mo ago
what's GTM?
venk12•8mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.