ok, to start with, if you need a POSIX interface to the filesystem, you already have an SSH connection to that server, and don’t need much stability across multiple clients, SSHFS may do just fine. For a homelab, that is likely the case.

now, if you’re hosting a web server that needs data distributed across drives/nodes, data redundancy, and the usage is primarily programmatic, closer to a CDN’s or machine learning pipeline than a single user browsing files; then you want an S3-compatible solution. The S3 API makes it easier to plug it into your application, while allowing you to migrate to a different one - which I’m actually currently doing for a MinIO deployment at work.

SSHFS is a hack and has nothing to do with the proposal of S3 compatible backends

you got a pizza box? Fancy

It’s still matrix multiplication. Running it on a general purpose CPU is inefficient.

Reminded me of that white christmas black mirror episode that your conscience can be virtualized and simulated so years can pass in a minute.

more context from earlier this month

https://www.trendforce.com/news/2026/04/07/news-decoding-deepseek-v4-how-huaweis-ascend-950-pr-is-powering-chinas-push-to-break-cuda-dependence/

163.com, citing Weijin Research, adds that currently, China’s AI training and inference chips—represented by Huawei’s Ascend 950 PR—are broadly considered to sit between NVIDIA’s H100 and H200 in capability, with production capacity remaining the main bottleneck.

According to the report, the 950 PR is still primarily targeted at inference workloads, while the upcoming 950 DT, expected by the end of this year, is designed for training and deep learning scenarios.

“Native installs are trash. Always have issues resolving dependencies and compiling from source. I’ve tried it for a while but at some point you want to get work done instead of having to resolve why libxcomposite is not available”

yeah, about twice a year I use the CLI to backup my vault, and I’ve never felt comfortable installing an npm package to handle my vault. Now I’m definitely sandboxing it in a rootless container without internet next time. And installing a week old version, or older.

containers

reposting the tl;dr I wrote from another community…

Yesterday, for about 1h30min (starting at 5:57pm ET / 21:57 UTC) anyone installing the latest version of the command line interface of bitwarden was installing malware.

The malware steals GitHub/npm tokens, .ssh, .env, shell history, GitHub Actions and cloud secrets, then exfiltrates the data to private domains and as GitHub commits and doesn’t seem to be targeting Bitwarden specifically, or user vaults.

There’s no evidence that end user vault data was accessed or at risk, or that production data or production systems were compromised, according to their official statement.

It seems there were 334 bitwarden CLI downloads in this time period, some or many of which might have been from bots, so this is a higher bound to the number of affected users.

framework as in the laptop brand, or…?

Because if so, I think you can also install arch/arch-based and have bleeding edge

The standard edition of Assassin’s Creed Black Flag Resynced will be available for €59.99/$59.99

are there people out there paying full price for a 13 year old game with better textures?

Yikes

react dev discovers the superior vue single-file components 😅

and they wrote a section on that

https://tkdodo.eu/blog/the-vertical-codebase#but-what-about-shared-code

as someone who only writes frontend now and then, I agree, and I don’t know how react devs find anything in their projects with the horizontal organization. I work regularly on a small one like that and it’s already a pain every time I have to backtrack where this component I’m looking at is defined.

I have the same strong feeling about how most distros and OSes have Projects/ Documents/ Videos/ Images/ etc in the home directory: this lazy “organization” is totally useless. The first thing I do on a fresh image is to get rid of these directories.

They’re all grouped by what they are instead of what project / domain they belong to, so finding anything is very inconvenient. My file explorer can help grouping files by type automatically, but it won’t know what is their intent.

On Netflix 4k streaming for example, we’re getting over 20 hours of battery life

that’s pretty sick

opencode is better anyway

this is concerning on so many levels

it reads like a manifesto written by a concerning teenager, or straight from cyberpunk, but thats the kind of psychopathic cunt that joins these corporations