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I use windows 11 for work as a linux/hpc admin, as it’s a mostly microsoft shop. Most of my work is done in a wsl almalinux terminal, which works fine.

The most important things I’ve done to make the rest of it more comfortable all come from the powertoys suite:

• fancyzones, to replicate a tiling window manager (I really hate floating windows)
• workspaces, to group apps and window placements so I can easily launch mail/chat/terminal/browser into predetermined places, etc
• keyboard manager, to set up shortcuts to everything
• run, for a keyboard-driven launcher

With all of that, if you squint and don’t think about it too much, it’s almost like a dreadfully slow sway desktop haha

I suspected as much, but I’ll need to consult a journalist to be sure

The post title and body don’t make this clear, but “AI authentication tools” in this context refers to tools that verify the authenticity of journalistic image and video media to confirm they’re not AI-generated.

Very very cool! Would love to see it all in the case once you design and print it.

I’m working on this exact problem at home now, and finding 24GB of ddr4, a 6th-gen i7, and an old 8GB rx580 is more than enough to run pretty capable models up to ~35B parameters just fine, and equivalent MoE models shockingly fast. Not exactly cheap, with the price of everything so crazy right now, but certainly cheaper altogether than I’d imagined.

This is a community for asking actual questions for discussion, not screaming personal rants into the void.

I run the immich container stack on a vm with 4GiB memory and 2 cores, with db on local disk and external libraries over smb, and it runs perfectly fine. I offload the machine learning jobs to another sometimes-on machine, sometimes, but don’t really need to unless I’m dumping thousands of new images into the external library at a time and want it all to process quickly.

Looks like both of your vms probably have the same mac address - the 172 ip address is likely a self-assigned fallback when the dhcp server replies to the second vm that it can’t give it an address. Double-check and make sure the mac address in each vm’s proxmox network adapter settings match your pfsense dhcp reservations, and let me know if that resolves it.

Private until apple gets a subpoena from a prosecutor in some medieval christo-fascist red state trying to turn a miscarriage into a murder charge.

The grub command line options at the beginning of this article might help get your system booted without the memory deadlock, and then you can make further adjustments as needed: https://tierhive.com/blog/tierhive-howto/debian-13-minimal-guide-reduce-ram-to-38mb-and-disk-to-275mb

Alpine is great for exactly this kind of thing, though, and I use it often in embedded environments where resources are at a premium. Just do some good reading up on it beforehand, since can be very different if you’re used to debian and systemd.

The ongoing maintenance for this would be a bit of a pain, since you’d need to recompile every update on a separate machine with enough memory to do so, package it up into a .deb, and distribute and install it everywhere.

I do this on a little raspberry pi cluster and it works, but it’s work.

But root can scrape that password as soon as you enter it, and has access to that encrypted data as soon as you decrypt it. That’s what I’m saying.

If you think anything on a *nix system is “safe” from root or a user that can elevate to root, you’re deluding yourself with wishful thinking.

Nothing at all is safe from the root account, or from any user that can elevate to root. Think of the root account as the system itself - the thing you’re trying to protect may be encrypted and safe at rest if you’ve brought it in from elsewhere, but as soon as you enter a password and decrypt it, you’re handing that password and decrypted data over to a system fully controlled by that root account.

Unless there’s more information on what kind of files and what kind or sorting needs to be done, this sounds like something that could be done with a simple shell script.

(I wouldn’t trust an ai agent to do it with accuracy, but I’m the kind of luddite that doesn’t trust an ai agent at all.)

Where Should We Begin? is a podcast by the psychotherapist Esther Perel, where each episode is a full couple’s therapy session with an anonymous couple. It’s nice, and sounds like a match for your question.

Hahaha no I’m just an idiot and accidentally swapped the url and text, thanks for catching that - fixed now

modprobed-db can create a profile of the kernel modules that get loaded by your system over time. You can feed that directly into make localmodconfig to build a kernel that only includes those modules, or use the data to build a modprobe whitelist.

You have enough failures on each disk to make me suspect an issue with the usb-connected drive bay. I ran into similar issues with a cheap pci-e sata adapter, where little hiccups and latency in the communication layer would cause zfs to take disks offline randomly. Read, write, and checksum errors would slowly accumulate across all of the disks. Switched that machine to a proper enterprise hba, the issues vanished, and the disks are all healthy 3-4 years later.

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