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That is really a bit of an oversimplification IMO. Please check, for example, the Netflix tech blog and read about what has changed in the past 10 years or so when it comes to architecting video processing and video delivery systems. There's a tremendous amount of engineering work there which advances the entire industry. For instance, it's not trivial to add live events to a VoD infrastructure at that scale — it's not like you just add a few more nodes and buy faster encoders.


I've been looking for something like this, awesome!

Is it expected that it does not allocate a TTY for sudo password prompts when connecting to a remote machine via SSH? How would I use it otherwise?


Ah, this is not a problem for me on my remote hosts. I'm guessing this comes down to a sudoers policy on certain distros (redhat-like ones perhaps).

I'm about to make a new release and I'll set `get_pty=True` for the paramiko calls that use sudo. I'm not 100% sure if it will fix it for all use cases, but hopefully it will.


It's just plain Ubuntu actually! I would provide a fix, since getting a PTY is not enough. I can't open a PR because it's not possible with the way you hosted it.


Dang! Seems strange.. I guess you are not using password-less sudo? (I'm interested to understand how Ansible itself works for you then too in such a setup, you have it prompting for a password when it invokes sudo?)

Yeah, I haven't been confident enough with Forgejo's federation capabilities yet to open up PRs/login etc. Maybe soon. Trying to avoid using Github and the other big providers if I can help it :) but I recognise it's a hindrance..

I'll happily take a patch and credit you, if you can be bothered, but I understand if not. Feel free to email mig@mig5.net

*EDIT* reading up on it, sounds like I need to use sudo -S and accept stdin..


These LLM-generated blogs aren't going away – they're everywhere. And the best part? You can now instantly push out garbage content at no cost. Traditional writing is not just dead. It's legacy. The real marketer doesn't care. He just slops.


it's funny that your comment also feels very LLM-generated.


Um, yes. That's the entire joke.


Yeah it's a weird comparison to be making. It all depends on how they selected the quality (VMAF) target during encoding. You couple easily end up with other results had they, say, decided to keep the bandwidth but improve quality using AV1.


This VMAF comparison is to be taken with a grain of salt. Netflix' primary goal was to reduce the bitrate consumption, as can be seen, while roughly keeping the same nominal quality of the stream. This means that, ignoring all other factors and limitations of H.264 with higher resolutions, VMAF scores for all their streaming sessions should roughly be the same, or in a comparable range, because that's what they're optimizing for. (See the Dynamic Optimizer Framework they have publicly posted a few years ago.)

Still impressive numbers, of course.


Same experience here – it seems I have to specifically tell it to use the "X skill" to trigger it reliably. I guess with all the different rules set up for Claude to follow, it needs that particular word to draw its attention to the required skill.


Ditto, I also find it'll invariably decide to disregard the CLAUDE.md again and produce a load of crap I didn't really ask it for.


The Austrian consumer protection association has just released results on tests of headphones: https://vki.at/Presse/PA-Kopfhoerer-2025 (German article), and found that 40% contained possibly harmful chemicals, including the parts that touch your body.

It's wild. I have children, and I spent a great time researching foods, bottles, toys, etc., but I would've never thought much about doubting the (big brand) consumer electronics that we all use every day.


That article is a classic example of a prevalent error in this line of commentary: indiscriminately taking a "possibly harmful chemical", translating it to a totally different context (say, touching it instead of eating it), and then assuming that any interaction with the chemical is therefore bad.

The article specifically calls out pthalates and bisphenols (both common in plastics), but there's absolutely no reason to believe -- unless you're regularly eating your headphones -- that this is a problem.


Totally agree with you - the dermal exposure is a different pathway, and that could be more clearly mentioned. The fact that these materials are present are not automatically hazards (but they do state that!). I also wouldn't automatically assume that the products marked as red are not safe to use. For me it's just interesting to see that some manufacturers can do without, or less of those components.


Well, plastics generally require plasticizers. The Bisphenol A kerfuffle has largely resulted in the use of different plasticizers, which has in turn caused the sort of people who are fearful of chemicals to expand their definitions of “harmful” to include those new chemicals. It’s a never-ending cycle, but the evidence never really gets any better.


> unless you're regularly eating your headphones

Bunnies everywhere put on notice.


Children eat and chew on lots of things you’d never imagine, even up into elementary and middle school years. A smaller number of adults do too.


So don’t give them your headphones to chew on.

Let me just save you the effort of further rounds of responses here: if you chew on plastic, you will be exposed to the chemicals in plastic. If you’re truly worried about this, don’t buy plastic items.


Right, and I agree and I don’t. I’d o my best to explain to my kids they should never put anything in their mouth that isn’t made to be eaten.

But this should be considered when we make blanket claims about it’s okay because we’re just touching them, not eating them. We have to think about how people actually behave, not ideal usage.

By the way, headphones are required in elementary school here and are used at least an hour a day.


Don't knock Tide Pods 'til you've tried them.


While that would be nicer from an end-user perspective, it's something hard to maintain for FFmpeg itself. Consider the velocity of the whisper-cpp project. I'm sure that – just like with filters such as vmaf, which also require building a dependency and downloading a model – precompiled versions will become available for novice users to directly download. Especially considering whisper-cpp is MIT-licensed.


Yeah, look at what https://x.com/badlogicgames has done porting an engine with the help of Claude Code. He's set up a TODO loop to perform this: https://github.com/badlogic/claude-commands – background blog article: https://mariozechner.at/posts/2025-06-02-prompts-are-code/


Mariosechner post looks very promising.

We may finally get to the devs doing lock-in using ultra complex syntax languages in a much more efficient way using LLMs.

I have already some ideas for some target c++ code to port to C99+.


The todo and porting "programs" are unrelated. The blog post shows the full porting pipeline.


Note that it's not really "cleaned up" insofar as there is a uv cache folder that will grow bigger over time as you keep using that feature.


True. It's a good idea to periodically run:

  uv cache clean
Or, if you want to specifically clean just jupyter:

  uv cache clean jupyter


if anyone else is curious..

  % cd $(uv cache dir); find . -type f | wc -l; du -hs .
  234495
  16G .


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