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Netbird offers the same. Just based on wireguard and everything is open source.

No my choice.

No, german speaking fellow using ai to fix my grammar.

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It’s actually quite simple: 1–5 mg lithium orotate, vitamin D, omega-3 from algae with high levels of polyphenols, a daily exercise routine, and good food—not the processed crap you often get in the US. My grandmother is 94 and still mentally so sharp that she amazes me every time.

https://michael-nehls.de/

I have a RTX 2080 to give away. Interested?

Really love that project. Is there any planned support for NVIDIA drivers and runtime?

Just use DevContainers. Can't understand people letting AI go wild on their systems...

Also try the Urik Keyboard APP from f-droid

Fair point, and I appreciate the transparency around data loss bugs.

How does it look about long-term sustainability? Looking at the git history, ~97% of bcachefs commits are yours. What happens if you step back, burn out, or can't continue for any reason? Is there a fallback plan? A community or team that could realistically take over?

For anyone evaluating this for production use in a company, that's the question that matters most. A filesystem isn't a library you can swap out — you're locked in for years. The technical quality can be excellent and it still won't pass a risk assessment if it depends on a single person.

Quote: "you could lose data"

Quote from webpage: "The COW filesystem for Linux that won't eat your data"

Quote from webpage: "It's the job of the filesystem to never lose your data: anything that can be repaired, will be."

Quote July 2025: "I've been digging through the bug tracker and polling users to see what bugs are still outstanding, and - it's not much. So, the experimental label is coming off in 6.18."

I was a big fan of bcachefs and was looking forward to deploying it across ~100 machines in production. Unfortunately, the removal from the mainline kernel has seriously undermined its credibility for use within a company environment.

A filesystem needs time to mature, and that's fine — but the official webpage should clearly display a warning that this is still experimental and that its long-term support situation is uncertain. People evaluating it for production use deserve to know what they're getting into.

Would have loved to use it.

I have experience with all three manufacturers. We deploy them at work and the integrated AMD GPUs work just as good as the Intel systems. However I can't say much about the discrete AMD GPUs or older hardware. Just yesterday I changed one nvidia system to the proprietary Wayland driver and started gnome with a three monitor setup. Works like a charm.

I am using wayland since 5 years and never looked back to X11. I think it is the right way and time to remove the old insecure X11 backend. GNOME should not be bloated with legacy stuff.

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We have a similar high performance AI stack written in Go capable to load many different models from different frameworks. This is work of several years. Just saw your comment and thought about our company internal talk to release everything under an open source license. Thanks for reminding me :) What are your use-cases?

Good point. Did the Meta and Deepmind devs really miss this?

I try to avoid python as much as possible, because I mainly work with Go & C++ and multi-threading with those languages is just better (imho). Bringing python a step forward and making it future proof might be a good thing... Even if this means to break some things? Not sure if dismissing the GIL is the right step, but there is a big performance gap to fix. Or maybe the AI community must move to a better suited language? Having python code in production just feels so wrong. Especially if a rewrite in another language shows the performance gap.

https://peps.python.org/pep-0703/

Quote: "In PyTorch, Python is commonly used to orchestrate ~8 GPUs and ~64 CPU threads, growing to 4k GPUs and 32k CPU threads for big models. While the heavy lifting is done outside of Python, the speed of GPUs makes even just the orchestration in Python not scalable. We often end up with 72 processes in place of one because of the GIL. Logging, debugging, and performance tuning are orders-of-magnitude more difficult in this regime, continuously causing lower developer productivity."

Quote: "We frequently battle issues with the Python GIL at DeepMind. In many of our applications, we would like to run on the order of 50-100 threads per process. However, we often see that even with fewer than 10 threads the GIL becomes the bottleneck. To work around this problem, we sometimes use subprocesses, but in many cases the inter-process communication becomes too big of an overhead. To deal with the GIL, we usually end up translating large parts of our Python codebase into C++. This is undesirable because it makes the code less accessible to researchers."

We are working with a huge Go and Python codebase and Python is just a pain in terms of using all system resources. We moved many parts to C++ which are called and handled by goroutines. The outcome was a big success. This proposal/change is a big step forward, especially for the deep learning community.

Sorry, but I have a complete different position on this topic. However I respect your opinion.

Yeah, that's true.

See my other comment. My circle consists of people up to 89 years. Thanks for the hint, but I am not convinced of the vaccine. I'll continue doing my stuff and it's my own responsibility.

We did normal Covid tests for work. Maybe I should do an antibody test. Would be interesting...

Can't say too much about it. Didn't really follow the whole Covid discussion and just continued my lifestyle. Eating healthy (fresh self-made food), doing sports and looking after a good mental state. Family and my circle did the same. Friends who have been vaccinated got Covid several times. But are also good now... My grandmom (89 years), also unvaccinated, didn't get Covid. Her sister got it (vaccinated). Both healthy now... Just let everybody do their own thing... The whole hate in the communities was unnecessary.

Multiple-vaccinated or has had Covid? Why only those two options? I and a big portion of my circle is unvaccinated, healthy and didn't have Covid.

That's the model I use: https://www.amazon.de/dp/B07NCMHG5H Hope that helps!

Use a Portal case with heatsink. You'll find some cases on amazon.

I agree. That's why we use the small grml tool as task/command runner in all our projects.

https://github.com/desertbit/grml

Personally I wouldn't survive in a suburban environment without nature being near by.

Going to restaurants, bars or meeting strangers isn't what I meant. It's still the artificial human made world. Spend time outside the city, hiking, boarding, climbing, running or just enjoying nature... That's it. Finding like-minded people will come by itself.

Oh, and beeing active is just awesome. Pushing the body to certain limits is just so important for my mental health. I am a complete different person, if I don't do sports for a certain time.

Just go out, do some sports and enjoy life :) I stopped spending too much time in front of the computer and started doing more outdoor activities. Best decision ever.

Thanks for the explanation. That sounds like a really smart idea. I first thought, that this is based on Intel SGX, which seams to have some security problems (words of a friend working with that technology). I'll have to dig deeper into this topic. Are there any limitations?

I do think, that trusting thrid-party hardware is always a bad idea. There will never be a safe execution model where you don't own the hardware. Just my opinion...