frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

DeepSeek V4 Flash 0731: 82.7% on Terminal-Bench 2.1 with a public harness

https://antigma.ai/eval
1•ubermon•6m ago•0 comments

Shrinking Ruby Hashes

https://byroot.github.io/ruby/performance/2026/08/05/shrinking-ruby-hashes.html
1•fanf2•8m ago•0 comments

S3-Compatible Object Storage. A MinIO Fork Maintained by Pgsty

https://github.com/pgsty/silo
2•EXHades•12m ago•0 comments

Abracadabra: How does Shazam work? (2022)

https://www.cameronmacleod.com/blog/how-does-shazam-work
1•downbad_•18m ago•0 comments

Different meanings of p-value (and how my thinking has changed) (2023)

https://statmodeling.stat.columbia.edu/2023/04/14/4-different-meanings-of-p-value-and-how-my-thin...
2•Tomte•18m ago•0 comments

The Origin of Death (1970)

https://www.elijahwald.com/origin.html
1•downbad_•19m ago•0 comments

Systemd Dynamic Users (2020)

https://ethulhu.co.uk/systemd-dynamicuser
1•birdculture•19m ago•0 comments

Show HN: Open-source binaural-beats engine

https://github.com/txus/farfield
1•txus•20m ago•0 comments

Understanding std:counting_semaphore and std:binary_semaphore from C++20

https://www.cppstories.com/2026/semaphore/
1•ygritte•20m ago•0 comments

How to create electronic Japanese hanko seals for Excel

https://sealkit.app/blog/excel-denshi-inkan-tsukurikata
3•sealkit•25m ago•0 comments

Qwen 3.8 and Claude Opus 5 show why raw benchmark scores don't predict the bill

https://venturebeat.com/orchestration/qwen-3-8-max-and-claude-opus-5-show-why-raw-benchmark-score...
1•ashurandi•27m ago•0 comments

Tracking down a Zsh history data loss bug

https://michael.stapelberg.ch/posts/2026-08-09-zsh-history-truncation-bug/
1•secure•34m ago•0 comments

ByteDance Pretraining 10T Parameter Model

https://arstechnica.com/ai/2026/08/bytedance-trains-massive-ai-model-in-bid-to-rival-anthropic/
2•Gecko4072•35m ago•0 comments

Toxic Media

https://bstgrp.notion.site/Reconverting-Streamer-University-From-Spectacle-to-Education-624f0d565...
1•mohgalastpaidei•38m ago•0 comments

China's Top AI Model Evaded Testing Environment, Researchers Say

https://www.bloomberg.com/news/articles/2026-08-07/china-s-top-ai-model-evaded-testing-environmen...
2•sbulaev•43m ago•1 comments

2025 set a record for global vegetation greenness

https://www.nature.com/articles/s43017-026-00776-0
3•vixen99•43m ago•0 comments

Time has started serving ads to AI agents

https://digiday.com/media/time-has-started-serving-ads-to-ai-agents/
3•theanonymousone•45m ago•0 comments

AI Will Change What It Is to Be Human. Are We Ready? (2025)

https://www.thefp.com/p/ai-will-change-what-it-is-to-be-human
1•ronfriedhaber•47m ago•1 comments

Tape scratching the "Peter Piper" routine, using a homemade tape loop [video]

https://www.youtube.com/watch?v=L6SMyND8hso
2•Tomte•47m ago•0 comments

K3I-Core – Low-level Linux kernel isolation and hardware-level veto switch

https://github.com/Skforge2026/k3i-core
1•ddwie•48m ago•0 comments

Software Giant SAP Stops Most Travel and Hiring Because of AI's Soaring Cost

https://www.404media.co/software-giant-sap-stops-most-travel-and-hiring-because-of-ais-soaring-cost/
4•theanonymousone•49m ago•0 comments

They don't make 'em like Sublime Text anymore

https://dbushell.com/2026/08/07/sublime-text/
3•gsky•52m ago•0 comments

El Niño could push 50M people into acute hunger before end of next year

https://www.theguardian.com/environment/2026/aug/05/el-nino-could-push-50m-people-acute-hunger-ne...
4•littlexsparkee•53m ago•0 comments

I built the AI platform for a company crucial to a small nation's food safety

https://twitter.com/swisscheese4299/status/2086175870146998447
1•tosh•53m ago•0 comments

PON-Beam: Notification-Oriented Beam Erlang VM

https://github.com/matheuscamarques/pon_beam
1•vectorinox•55m ago•0 comments

My Agentic Coding Setup, July 2026

https://domenic.me/agentic-coding-setup/
3•vinhnx•1h ago•0 comments

Money that sits idle should cost more than money that creates opportunity

https://medium.com/@rotbart/still-waters-the-case-for-a-flow-economy-811d1daafb21
4•rotbart•1h ago•3 comments

TechFlow Intelligence: The AI-Powered Technology Decision Engine

https://c33643568e89f8ad5d3286d09343df94.ctonew.app
4•kvreal•1h ago•0 comments

Pipe – a semantic pipeline runtime with built-in MCP (Go)

https://pipe-lang.com/
2•harrymachura•1h ago•0 comments

Rails Is Done

https://lucas.dohmen.io/posts/2026/08/09/rails-is-done/
4•classified•1h ago•2 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.