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ASUS UGen300 USB AI Accelerator targets edge inference with Hailo-10H

The UGen300 is built around the Hailo Hailo-10H processor, which ASUS rates at up to 40 TOPS (INT4) of inference performance. The accelerator integrates 8 GB of LPDDR4 memory, allowing models to run locally on the device without consuming host system memory or CPU resources.

Linux Box Dev Edition brings Armbian Linux with Home Assistant support

THIRDREALITY lists a quad-core processor, 2 GB of RAM, and 8 GB of onboard storage, along with integrated wireless connectivity including dual-band Wi-Fi (2.4 GHz and 5 GHz), Bluetooth/BLE, Thread, and standard Zigbee.

Tux Machines places great emphasis on covering both GNU and Linux. We occasionally also cover other Free and Open Source operating systems, as well as games, applications, instructional posts, and, very occasionally, relevant proprietary software.

Recent Tux Machines Posts

2025 Judgment Summary: Garrett v Schestowitz and another (KB-2024-001270)

Manjaro 26.0 Released with Linux 6.18 LTS, Xfce 4.20, KDE Plasma 6.5, and GNOME 49: Arch Linux-based Manjaro Linux 26.0 distribution has been officially released today as a major update that introduces some of the latest GNU/Linux technologies and open-source software.
This Week in Plasma: car of the year edition: Welcome to a new issue of This Week in Plasma
KDE Frameworks 6.22 Fixes Multiple Clipboard-Related Issues on Wayland: KDE Frameworks 6.22 open-source software suite is out now with various improvements and bug fixes for KDE apps and the Plasma desktop. Here’s what’s new!
Immutable Distro Nitrux 5.1 Released with Linux Kernel 6.18 LTS, New Tools: Nitrux developer Uri Herrera announced today the general availability of Nitrux 5.1 as a new stable update to this immutable and systemd-free distribution featuring new and updated components.
Barbados Joining Growing Number of Nations Where GNU/Linux is Measured at Around 10% [original]: Did something happen there?
New GeForce NOW native Linux support could lure Windows 10 refugees: NVIDIA is reportedly preparing to bring NVIDIA GeForce NOW to Linux so that users finally have native support for the cloud gaming service
Wine 11.0-rc5: The Wine development release 11.0-rc5 is now available
KDE Plasma 6.6 Desktop Is Coming on February 17th, Here’s What to Expect: KDE Project’s upcoming KDE Plasma 6.6 desktop environment series is expected on February 17th, 2026, and it’s packed with many new features and improvements, so let’s take a look at the biggest changes so far.
Debian 13.3 “Trixie” Released with 108 Bug Fixes and 37 Security Updates: Today, the Debian Project announced the release and general availability of Debian 13.3 as the third update to the latest Debian GNU/Linux 13 “Trixie” operating system series.
Games: Flatpaks, Nova Roma, and More: half a dozen picks from GamingOnLinux
Arch Linux-Based ArchBang Linux Distro Introduces New Application Launcher: The ArchBang Linux project has published a new ISO snapshot today with various improvements for this Arch Linux-based distribution using the Labwc window-stacking compositor on top of Wayland.
Android Leftovers: I changed this Android setting and now I can fit 30% more on my screen
Dozzle 9.0 Real‑Time Docker Log Viewer Improves Log Grouping: Dozzle 9.0 real‑time Docker log viewer adds collapsible homepage sections
loss32 Wants to Turn Linux Into a Full Win32 Desktop Powered by WINE: loss32 is an experimental Linux project that runs an entire Win32 desktop under WINE
Daily driving Linux for 3 years taught me these 6 habits: I deleted Windows off my work computer and permanently switched to Linux
LMDE 7 Users Get the Cinnamon 6.6 Desktop Environment: Cinnamon 6.6 has landed in LMDE 7
Steam Is Coming to ARM64 as Ubuntu Opens Testing via Snap: Steam is moving closer to ARM64 availability as Ubuntu opens testing of a Snap package powered by FEX x86 emulation
This awesome tool for Linux newcomers is like Ninite for Team Tux: Well, it turns out that someone has made something similar for Linux distros
Turning freedom values into freedom practice with the FSF tech team: Ian Kelling, FSF senior systems administrator, and also our president
Free and Open Source Software, and Benchmark: This is free and open source software
Ubuntu Sway – Ubuntu with Sway Wayland compositor: Ubuntu Sway aims to provide a user-friendly desktop based on Sway
This Week in GNOME: #231 Blueprint Maps: Update on what happened across the GNOME project in the week from January 02 to January 09
2026 Exercise [original]: I used to underestimate the importance of this, not just for physical but also for mental benefits
Security Leftovers: Security related stuff
GNU/Linux and Hardware Leftovers: mostly GNU/Linux links
Today in Techrights: Some of the latest articles
Vitalik Buterin Rides the Credibility of Linux: Linux as a brand
Security and BSD Leftovers: just 2 more links for now
Free, Libre, and Open Source Software, Open Access, and Standards: FOSS and more
Web Browsers: Brave Adblock Engine Rewrite, Using RSS, and Firefox Pushing Slop Dressed Up as Hey Hi (AI) After Removing RSS Support, Which Was Actually Useful: WWW picks
Programming Leftovers: Development related leftovers
Open Hardware/Modding: Fairphone, Raspberry Pi, and More: gadgets and more
Omarchy 3.3.0 Released: based on Arch
Dima Kogan has the Meshroom packaged for Debian, Reproducible Builds in December 2025: Debian picks
Fedora Dominated by IBM Staff, Red Hat is 100% Focused on Promoting Slop and Riding Bubbles: sad news
Ubuntu 25.04 (Plucky Puffin) Officially Nears End of Life: Ubuntu 25.04 (Plucky Puffin) will reach end of life on January 15, 2026
today's howtos: only 3 for now
Games: Steel Bounty, Dungeon Rampage, Wireworks, and Dig Dig Die: half a dozen new articles from GamingOnLinux
Does 1 in 10 Laptops/Desktops in Somalia Run GNU/Linux Now? [original]: statCounter sees the same duo at almost 10%
today's howtos: only half a dozen for now
Security Patching in GNU/Linux: Security leftovers
Free, Libre, and Open Source Software Leftovers: FOSS picks
GNU/Linux Leftovers: kernel and more
Orange Pi RV2 and Octa-core RISC-V GNU/Linux laptop in 2026: some exciting Linux devices
Red Hat and Fedora Leftovers: mostly Red Hat, some Fedora
European Commission issues call for evidence on Free/Libre Software: FOSS win
Android Leftovers: I used the Honor Magic8 Pro, and the OnePlus 15 should be worried
Distributions and Operating Systems: AnduinOS, NeXT, EasyOS, FreeBSD, and Gentoo: mixture of relevant news
This free tool gives you one easy way to install apps on Linux and Mac - here's how: With Homebrew, you get access to even more apps - maintained by both Linux and MacOS developers
KDE Gear 25.12.1 Released with Various Improvements for Your Favorite KDE Apps: The KDE Project released today KDE Gear 25.12.1 as the first maintenance update to the latest KDE Gear 25.12 series of this collection of open-source apps for the KDE Plasma desktop environment and other platforms.
IPFire Linux Firewall Distro Adds Wi-Fi 7 and Wi-Fi 6 Support, LLDP and CDPv2: IPFire 2.29 Core Update 199 has been released today by developer Michael Tremer as a new update to this hardened Linux firewall distribution that primarily performs as a router and a firewall, which introduces Wi-Fi 7 support and many other changes.
The state of Enterprise Linux for networking: The open-source Linux operating system has emerged to be the foundation for cloud and networking across industries
Why do I use Linux? It's the apps, and here are 7 of my favorites: Many people say they would switch to Linux if it weren't for the lack of some Windows-exclusive apps
This lightweight distro loaded with apps is not your father's GNU/Linux - here's why: Lightweight Linux distributions get a bad rap for shipping with minimal reinstalled software
MUSE Book laptop review – Testing an octa-core RISC-V Linux laptop in 2026: SpacemiT sent me a sample of the MUSE Book RISC-V Linux laptop for review
Free and Open Source Software: This is free and open source software
CuerdOS 2.0 Skycatcher Xfce: Spanish Distro Takes Chances, Mostly Succeeds: CuerdOS 2.0 Skycatcher’s Xfce edition leans on Debian Trixie, custom tuning
GNU/Linux Rose to 6% in Benin, Says statCounter [original]: GNU/Linux gains
Today in Techrights: Some of the latest articles
Free, Libre, and Open Source Software and Standards: leftovers focused on FOSS
Programming Leftovers: Development picks
Web Browsers/Web Servers: curl, RSS, and More: WWW centric picks
Linux and BSD Leftovers: This Week in Linux and more
Servers: Self-Hosted Grafana and Latest From Kubernetes: Server news
Android Leftovers: Your Android-powered car will get faster updates thanks to Qualcomm
Red Hat is Promoting Slop and Back Doors (Sold as "Confidential"): IBM and RHAT stuff
Devices With GNU/Linux and Open Hardware, 3-D Printing: On modding oriented machines
This Week in Plasma: new year, new accessibility features!: Plasma developers are starting to trickle back from their vacations
Want to try the original KDE desktop from 1996? I did, and it took me back - here's how: You can revisit the early days of Linux through MiDesktop, a modern fork of the original KDE 1
Kernel deadlock and splitting a Linux kernel package: Linux and more
today's howtos: idroot and more
Games: Titles in Steam, Godot 4.6 Beta 3, Vista 11 at Risk as GNU/Linux Gains (RAM Prices Favour the Latter): many picks for today
I built a project management dashboard with Linux KDE Plasma widgets (no apps needed): Well, here’s how I used KDE Plasma widgets to turn my Linux desktop into a functional project management dashboard
5 reasons I stopped using Ubuntu: Ubuntu has long been the face of Linux
Sick of Microslop? New Linux distro could win over Windows 11 haters: This is markedly different from current Linux efforts on the Windows front
Make Gnome Screenshot Work Again in Ubuntu 25.10: For users who prefer the classic Gnome Screenshot tool
Free and Open Source Software: This is free and open source software
Stable kernels: Linux 6.18.4, and Linux 6.12.64: I'm announcing the release of the 6.18.4 kernel
Fedora, GNU-like Mobile Linux, and Fake 'FSF' (FSF-EEE): some leftovers
Android Leftovers: Google’s new Android source code release schedule is bad news for custom ROMs
TUXEDO InfinityBook Max 16 Gen10 Linux Laptop Unveiled with New OLED Display: Linux hardware vendor TUXEDO Computers unveiled today the 10th generation (Gen10) of their TUXEDO InfinityBook Max 16 Linux-powered laptop with newer NVIDIA GPUs, newer Intel CPU, and a new display.
Someone made a sticky notes app within the Linux terminal, and you can download it right now: Ever since I made the jump over to Linux
This new Linux app lets you control your PC with your voice, and it's free: EasySpeak should fill a notable gap in the Linux ecosystem where many existing voice tools are either proprietary
Disable Lock Screen Media Controls in GNOME 49 (Ubuntu 25.10, Fedora 43): This tutorial shows how to disable the media controls in the lock screen of GNOME 49 desktop in Ubuntu 25.10, Fedora 43
6 things Windows users always get wrong about Linux (and what’s actually true): There are many misconceptions about Linux
This Linux distro is for people who just want games to work: There's no shortage of gaming-focused Linux distros right now
3 must-try tools if you want Windows-like desktop widgets on Ubuntu: During a recent visit to Stack Exchange's Unix and Linux section
I Thought This Wikipedia App for Linux was Pointless (I Was Wrong): When I saw Wike in the GNOME Software store, I thought
Free and Open Source Software, howtos and Installations: This is free and open source software
Debian Urgently Seeks Volunteers After Data Protection Team Resigns: Debian seeks contributors interested in privacy to restore its Data Protection Team after all members stepped back
Games: Humble Bundle, More Gaming Handhelds Running GNU/Linux, SteamOS 3.7.19: 9 picks from GamingOnLinux
Fedora 44 Will Be the First Distro to Adopt KDE's Plasma Login Manager: KDE recently announced that Plasma 6.8 will drop X11 support completely
Try Joplin: Your Open Source Evernote Alternative: If you rely heavily on note-taking apps and want to switch from a proprietary to an open-source solution
One Week of 2026 [original]: It has now been 7 days in the new year
Recent HowTos From Make Tech Easier: 4 recent articles
GNU/Linux and Hardware Leftovers: mostly GNU/Linux
Free, Libre, and Open Source Software and Programming Leftovers: FOSS and more
Recent Valnet Articles on GNU/Linux Work Through the Shell/Bash/Terminal: 5 recent articles
Simon Batt's (Valnet) Journey Through GNU/Linux Distros, Including One on a Floppy Disk: a pair of recent articles
5 tiny Linux tools that replace big, heavy apps: It just works, and that's enough
Red Hat: Elections in Fedora, systemd Update, and Flathub Record: IBM et al
Linux package managers beat the Microsoft Store in every way: And it's not even close
6 Linux distros that are perfect for rescuing your PC: Whether it's destined for a closet or a landfill, these distros can be a perfect way to keep your PC alive
System76's Rust-based COSMIC desktop for Linux is here — and it's amazing: Most of the Linux distros I usually recommend to people tend to either use GNOME or KDE. Those 2 dominate the space
Newly discovered Unix V4 tape: UNIX is sort of back
Kernel: BPF, Memory Use, and "Episode 29 of the Dirk and Linus show": Linux coverage from LWN
Red Hat, Bazaar (Flatpak), and Hey Hi (AI) Hype Instead of GNU/Linux or FOSS: IBM stuff
Today in Techrights: Some of the latest articles