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California achieved significant groundwater recharge last year

https://www.latimes.com/environment/story/2025-06-24/california-2024-groundwater-report
1•PaulHoule•1m ago•0 comments

Show HN: Is there a way to market BL1NG – where people pay to flex?

https://www.bl1ng.com
1•eflay•2m ago•1 comments

What Trump's Big Beautiful Bill means for Wi-Fi 6E and 7 users: It's not pretty

https://www.zdnet.com/home-and-office/networking/what-trumps-big-beautiful-bill-means-for-wi-fi-6e-and-wi-fi-7-users-hint-its-not-pretty/
1•CrankyBear•3m ago•0 comments

I made a TikTok video downloader website with no ads.. yet

https://www.tdown.app/
1•henrymuddleton•4m ago•0 comments

Bezos-funded climate satellite is lost in space

https://www.theverge.com/news/703091/methane-satellite-methanesat-lost-bezos-edf
1•Bluestein•5m ago•0 comments

AI Agents ≠ Zapier–A Better Mental Model

1•chandan_maruthi•7m ago•0 comments

Building Proactive AI Agents

https://substack.com/home/post/p-164375851
1•Mernit•7m ago•0 comments

Inertia.js in Rails: a new era of effortless integration (2024)

https://evilmartians.com/chronicles/inertiajs-in-rails-a-new-era-of-effortless-integration
2•mooreds•8m ago•0 comments

Show HN: DBUF

https://github.com/bintoca/dbuf
1•pierogitus•9m ago•0 comments

Tsukudani and hot rice: Still a go-to meal in Japan centuries after its creation

https://apnews.com/article/tsukudani-japan-side-tokyo-traditional-food-fa63e1f3f59d2b9e177a327f7c814ffe
1•petethomas•11m ago•0 comments

Building a timberframe home from scratch

https://massiehouse.blogspot.com/
1•xdfg13345•13m ago•0 comments

Robot surgery on humans could be trialled within decade after success on pigs

https://www.theguardian.com/science/2025/jul/09/robot-surgery-on-humans-could-be-trialled-within-decade-after-success-on-pig-organs
2•Bluestein•14m ago•0 comments

Unpatchable Vulnerabilities in Windows 10/11: Security Report 2025

https://zenodo.org/records/15850090
1•vinhatson•17m ago•1 comments

Show HN: A Nextflow ↔ Python Integration Plugin

https://github.com/royjacobson/nf-python
1•unddoch•17m ago•0 comments

TikTok Sans released under the OFL

https://fonts.google.com/specimen/TikTok+Sans
2•Tiberium•18m ago•0 comments

Managed Postgres Overview

https://fly.io/docs/mpg/overview/
1•sergiotapia•20m ago•0 comments

What are your dream companies to work at?

1•ssc23•20m ago•0 comments

A simple monthly injection allows mice to live 25% longer and free from diseases

https://english.elpais.com/science-tech/2024-07-17/a-simple-monthly-injection-allows-mice-to-live-25-longer-and-free-from-diseases.html
3•speckx•22m ago•0 comments

Symbolic 'science fair' showcases research cut by Trump team

https://www.nature.com/articles/d41586-025-02164-y
2•Bluestein•22m ago•0 comments

Scientists 3D print tumors for cancer research

https://www.tomshardware.com/3d-printing/scientists-3d-print-tumors-for-cancer-research-tissuetinker-using-3d-bioprinting-to-create-miniature-models-of-healthy-and-diseased-tissue-for-side-by-side-comparison-backed-by-mcgill
1•giuliomagnifico•23m ago•0 comments

Perplexity just launched Comet, an AI web browser

https://www.theverge.com/news/703037/perplexity-ai-web-browser-comet-launch
2•cpeterso•27m ago•0 comments

Ancient pathogen became deadlier when humans started wearing wool

https://www.nature.com/articles/d41586-025-01631-w
2•rntn•30m ago•0 comments

OpenAI to release web browser in challenge to Google Chrome

https://www.reuters.com/business/media-telecom/openai-release-web-browser-challenge-google-chrome-2025-07-09/
4•jmsflknr•32m ago•0 comments

LangChain is about to become a unicorn, sources say

https://techcrunch.com/2025/07/08/langchain-is-about-to-become-a-unicorn-sources-say/
3•clemo_ra•33m ago•0 comments

Finding PBHs Using the LSST Will Be a Statistical Challenge

https://www.universetoday.com/articles/finding-pbhs-using-the-lsst-will-be-a-statistical-challenge
1•rbanffy•34m ago•0 comments

<Now Go Bang > the REM-Arkable Misadventures of List

https://www.masswerk.at/nowgobang/2025/the-remarkable-misadventures-of-list
1•rbanffy•34m ago•0 comments

brotab: Control your browser's tabs from the command line

https://github.com/balta2ar/brotab
3•pseudalopex•34m ago•0 comments

Desktop Publishing Tools That Didn't Make It

https://tedium.co/2022/10/12/forgotten-desktop-publishing-tools-history/
2•rbanffy•34m ago•0 comments

The Hungry, Hungry AI Model

https://tomtunguz.com/input-output-ratio/
2•speckx•36m ago•0 comments

Show HN: Program for Framework 16 LED Matrix

https://boyne.dev/projects/fwmm.html
1•DedFishy•36m ago•1 comments
Open in hackernews

Show HN: Pyhoff – Connect Python ML Models to Beckhoff/WAGO IO Hardware

https://github.com/Nonannet/pyhoff
5•Saloc•7h ago
Built this Python package because I wanted to run hardware controlling ML stuff and other control algorithms directly connected to industrial I/O hardware without jumping into annoying PLC toolchains (Windows only, licensing hassle, no editor choice, proprietary version control - you name it). For sure its not for ms‑cycle loops, or uptime critical production stuff, but in applications with relaxed timing it allows for fast iteration on the setup - making prototyping a pleasure. Its easy to use, has no dependencies beside Python, its fully type annotated and MIT licensed. Internal it uses ModBus/TCP for hardware communication, the implementation is exposed, so it co-serves as ModBus/TCP client library.

I'd love to hear your use cases, feature ideas and PLC toolchain stories ;)

Docs: https://nonannet.github.io/pyhoff