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In particular case several Google's AI Assistant proposals appeared to be questionable and were resolved in development phase. This post is immediate follow up for "Setup Timeshift on Debian forky with btrfs root" https://lxer.com/module/newswire/view/365056/index.html

In particular case several Google's AI Assistant proposals appeared to be questionable and were resolved in development phase. This post is immediate follow up for Setup Timeshift on Debian forky with btrfs root https://lxer.com/module/newswire/view/365056/index.html

By default, the Debian installer names the root subvolume @rootfs. However, Timeshift has a hardcoded requirement looking exclusively for a subvolume named @ (and optionally @home). The core post installation hack was proposed by Google AI Assistant. I've added just one command to second part related with creating @home. The most important step is "The GRUB Edit Route"

Building multi-threaded Python 3.14+ from source on Debian Forky using Clang 19.1 enables high-performance, free-threaded execution (no GIL). Using clang-19 with optimized flags (-O3, -flto) and linking against libatomic1 (Debian/Ubuntu) ensures maximum performance and thread safety, crucial for taking advantage of modern multi-core architectures.

Following below is procedure which allows to install on Arch Linux CachyOS v3 repositories along with pacman fork belongs to CachyOS. Due to rolling style of both distros sequence of steps would be slightly different the one that was proposed in earlier posts described the same procedure.

The Central Limit Theorem (CLT) states that if you take sufficiently large random samples from any population (regardless of its distribution), the distribution of the sample means will approximate a normal distribution (a bell curve). As sample size increases, this normal distribution becomes more accurate, centered around the true population mean.

For conversion three different plotting scripts building each one it's own surface into a multi-threaded (multi-process) version, we separate the code logic for each surface into a separate task. This allows CPU to calculate simultaneously the paraboloid, sine wave, and Möbius strip.

Command-line utility "aqtinstall" enables plotting in Python 3.14.3t by automating the installation of Qt binaries (e.g., PyQt6 ) , which are required by libraries like Matplotlib to render interactive graphs. It serves as a command-line alternative to the official Qt installer, facilitating the setup of necessary GUI frameworks, often in CI environments or specific Python versions.

Principle of Argument doesn't provide any information about values of polynomial zeros inside predefined circle as well as locations of these zeros on complex plane. Classic math just says how many polynomial zeros we get inside given circle and nothing else. Library cxroots imported in python module provides object Circle having method roots to achieve the goal to get actual zeros values.

Linux is evolving faster than ever, and this new breakthrough feature could completely change the future of operating systems. From immutable Linux systems and universal apps to better gaming support, stronger security, and improved performance, Linux is becoming a serious competitor to Windows and macOS. In this video, we explore how modern Linux distributions are transforming the computing world and why millions of users may switch to Linux in the coming years.

Blivet GUI is an advanced graphical storage and partition management tool for Fedora, providing a user-friendly interface for the backend storage library used in the Anaconda installer. It acts as a more powerful alternative to GParted, allowing users to create, modify, delete, and encrypt storage devices (LVM, Btrfs, RAID) with a staged, "apply-on-demand" approach.

Remote connection via ssh is significantly more convenient for cut and paste all set of LVs resizing, creating, removing commands along with fstab's updates then typing all of them manually during local Arch Linux Instance setup with more or less complicated LVs updated layout .

Create root and home LVs as suggested by system during "archinstall" run-time . In general, we follow approach proposed in https://www.dwarmstrong.org/install-lmde-with-custom-lvm-luk... a while ago for LMDE 6. Upon completition drop to root's shell and update default LV's layout as shown below ( just for instance ) .

Too many interesting and relevant issues are touched upon in one short video and in particular the issue related with KaOS decision to transition away from systemd to regain independence and control over the core of its operating system.

Google's AI Assistant brief report some times shows up the command following below : If you need to redefine, use virsh pool-define-as --name default --type dir --target /new/path/libvirt/images, some time skips it. However, "Dive deeper in AI mode" always point to this command. Same procedure may be also performed via Virt-manager GUI with option "preferences" => XML editing enabled and manually editing path to default pool and restarting daemon libvirtd.

MX Linux consistently tops DistroWatch because it is a highly capable, lightweight, and user-friendly Debian-based system that appeals to a wide range of users.

Start with Pre-installation step $ sudo apt install build-essential bpftool and include /usr/sbin in system $PATH variable. On Debian forky installation of libdw-dev and build dependencies for libdw-dev steps are required to succeed with build CachyOS 6.19.2 Kernel on top of Debian Testing ( forky native kernel 6.18.9 )

Because Deepin is Debian-based, we would use the linux-cachyos-deb tool provided by the community to generate compatible .deb files. See for instance https://itsfoss.com/news/cachyos-kernel-builder/ . Notice also that current Deepin's modules names and dependencies appear to be the same as on Debian 13.3 at least during attempt to setup KVM Hypervisor, Libvirtd service and related tools as virt-manager.

Following below is an attempt to deploy Arch Linux KVM Guest via archinstall 3.0.15-2. Load Guest via virt-manager into spice console. Pre-install archinstall 3.0.15-2 seems to be needless. However, straight forward run `python -m archinstall` having git clone done and skipping first upgrade didn't work for me .

Following below is procedure which allows to install on Arch Linux CachyOS v3 repositories along with pacman fork belongs to CachyOS. Re-sync of v3 repos and core and extra works pretty stable ( u; sudo pacman -Syyu ) - the same commands as described in post after first reboot Arch Instance into CachyOS kernel. I also have to confirm that Re-sync might be randomly required. The hack step below is scp cachyos-rate-mirrors script from remote native CachyOS Instance to the target one.