skysight-inc/HackerNews huggingface dataset:
DevOps Automation?
H, I’m working on a DevOps automation platform and would love your input! The idea is to simplify infrastructure management, CI/CD, and monitoring into a single-click experience. No more setting up Jenkins, configuring Terraform, or juggling cloud providers — everything’s pre-configured and deploys automatically across AWS, GCP, Azure, or even on-prem servers. Plus, it offers AI-driven log analysis to catch issues before they become problems. Would this save you time? What pain points do you face with deployment pipelines or cloud management that you wish were automated? I’d really appreciate your thoughts!

Or will it be possible?

Regarding the AI logs:

I think AI is the new Hype train. I do not want to left behind.
My view is that OP's text about whether the wavefunction goes through both slits is overly long if the premise is that the wavefunction is only for bookkeeping.
Show HN: VSort: Advanced Sorting Algorithm Optimized for Apple Silicon
I am not sure if the semantics have drifted over the decades to what you say, but this seems not quite right according to wikipedia: https://en.wikipedia.org/wiki/Second-system_effect

EDIT: but I do agree that starting greenfield from an old code base is often a path towards performance.
Yes, but how does it help to have the ambiguous characters close. I could understand if they had left out Z completely similar to early typewriters having no 0 but using the O character instead. The ambiguous Z would always be written as SE.

If they wanted to resolve the ambiguity it makes sense to move SE and Z further apart so the operator does not easily make a typing mistake in addition to the recognition mistake easily.
that's rivian ...
This practice should simply be illegal or at least make the manufacturer liable for a full refund plus interest. We shouldn't let manufacturers brick devices that we own.
Projects breaking so frequently on npm and node is simply not the case unless you are trying upgrade an old project, one dependency per day…
But for example, if I install the Python package "shapely", it will need a C package named GEOS as a shared library. How do I ensure that the version of GEOS on my system is the one shapely wants? By trial and error? And how does that work with environments, where I have different versions of packages in different places? It sounds a bit messy to me, compared to a solution where everything is managed by a single package manager.
> Lima is big and like big cities everywhere be on your guard in touristy areas because a lot of people make a living there and not always through legal means.

Super weird to normalize urban violence.. as someone who lives in Asia.. this is a really messed up terrorized mindset. You don't need to walk around Shanghai, Singapore, Tokyo, Seoul or Bangkok and "be on your guard" .. ever.

Your government(s) have just failed you in providing a safe environment to live
> Basically, we have already beaten nature

I don't understand the logic. Can you build life building blocks with solar panels? I don't think so. So your metric is irrelevant.
That's missing out on the nice idea of four (or five) language "levels"

> 4: Interpreted, dynamically typed: JavaScript, Python, PHP

> 3: Interpreted, statically typed: Hack, Flow, TypeScript, mypy

> 2: Compiled with automatic memory management (statically typed): Go, Java (Kotlin), C#, Haskell, Objective-C, Swift

> 1: Compiled with manual memory management (statically typed): Rust, C, C++

> There is a 0th level, assembly, but it’s not a practical choice for most programmers today.

and it's also missing out on the generic hypothesis that a language is needed between levels 2 and 3, which is interpreted for fast turn-around times but also compilable for fast run time.
>Maybe it is complete hype and bullshit marketing but we are going to get to someone releasing a model they claim is AGI.

>...

>There wasn't this AGI narrative that once crossed you can price in any valuation you want.

And due to the strength of this "bullshit marketing" "narrative", you can be sure there will be a greater fool to sell your shares to. Where have I heard that before?

A more realistic bullshit-marketing scenario: OpenAI releases a product they claim as "AGI" purely for marketing purposes, everyone gets disappointed as they realize "this is it?", share prices drop.

The story of Cisco illustrates that moats matter. There aren't any in AI, as far as I can tell.

If AGI for software development is actually invented, one of the first uses will be to wreck Nvidia's moat.
> I'd say English is a great language because you get to "invent" new words on the fly, and your interlocutors know what you mean.

I bet you could do that with most languages. I don’t see why English would be especially great at it.
As I pointed in another comment: because they let you keep uninterrupted focus in what you're doing.

If I'm coding and realize I didn't turn on the heating in the living room I have three choices: I can break my flow and walk there and back, I can be cold during dinner, or I can yell "turn on the heating in the living room" and have it out of my mind.

If it sounds like a luxury that's because it is. But like all luxuries it crept up on me and I only noticed once it was gone.
I don't understand how this adds up. If you're losing money to the tax man you're still making money overall. Now, you could say 'screw it' and put the money you're making into long-term risky bets, but either they don't pay off, and you've just lost money, or they do pay off, and you owe even more tax, with even less efficiency. If you wanna gamble, you can gamble if you want, and the supposed idea of VC is that if you take many risky bets you'll be able to win on average, but it's not tax-efficient at all because you tend to win all at once.

(As a general rule of thumb, I'm deeply suspicious of any 'it's a tax write-off' explanation for people losing money: its extremely rare for losing money to make someone better off overall. It may be advantageous for them to move around where and when they say they are losing money, as you'll generally be more tax-efficient if you make money consistently and through activities in areas which are not as highly taxed, but it's not generally a useful strategy to light cash on fire to reduce your tax bill: you tend to be out of more money than you save on tax)
I love this way of handling errors. Very nice.

Yet still, the code is a description of what the code does, not what it should do.

For example, I'm sure Scala has very well defined behavior when the input is, say, a NAN. So we know what the code does do in this case.

Does that tell us what it should do?
This sounds like there were many more modern dev centric trackers after, did you mean it that way and if yes what are they? Part of the reason we all try to build a replacement is that we feel the whole category of tools died after pivotal tracker.
This is good, I awhile ago put my free / open source mobile ASO tool appgoblin.info into various LLMs trying to get some users. The only one that seems to have led to much traffic was perplexity.

What it did result in is many GBs a day in crawling from the various LLMs. My site has millions of pages for apps, companies, sdks, categories etc, all freely available.

The LLMs of course just suck up everything.
Don't forget the Germans.
With the caveat I only have the package installers usage data for Wagtail downloads – pdm usage has fallen off a cliff, from 0.2% of downloads in January 2024, to 0.01% in January 2025. Roughly matches the uptake of uv.

Doesn’t make pdm bad in itself but that means there’ll be fewer pdm users around to report bugs, potentially fewer contributors to it too, fewer resources, etc.
That's called a breach of contract.

A class action here would be a massive hit.
Nope, Facebook or Instagram pages used commercially are also required to have an imprint.

A freelancer's sites are also considered commercial use.

And such sites without imprint have been fined & taken down.

If you engage in commerce, you need to publish enough contact information that others could serve you a court summons.
VSort is a high-performance sorting library that leverages the unique architecture of Apple Silicon processors to deliver exceptional performance. By intelligently utilizing ARM NEON vector instructions, Grand Central Dispatch, and the heterogeneous core design of M-series chips, VSort achieves remarkable efficiency particularly for partially sorted data collections.

VSort represents an advanced sorting solution for Apple Silicon, combining ARM NEON, GCD, heterogeneous core management, and adaptive algorithms. Its performance is competitive, with significant improvements for partially sorted or large datasets, making it suitable for high-performance computing tasks on macOS.
With good reason honestly. They take all the best practices from existing tooling we had, discard the bad, and make it run blazingly fast.

Ruff for me meant i could turn 4 pre-commit hooks (which you have to configure to be compatible with each other too) into just 1, and i no longer dread the "run Pylint and take a coffee break" moment.

I jumped ship to UV recently. Though i was skeptical at first i don't regret it. It makes dependency management less of a chore, and just something i can quickly do now. Switching from Poetry was easy for me too, only package i had issues with was pytorch, but that just required some different toml syntax.
They discontinued development though. It was meant as a lighthearted comment. They are indeed weirdly similar in some ways.

Maybe Oracle will start developing quantum chips.
Thanks for actually looking things up instead of dreaming things up. This reminds me of Trumps claim that Zelensky is a hugely impopulair dictator, whereas in fact his approval ratings far exceed Trumps and he is very much legally chosen.

Misinformation is a disease.
Love the concept, but if the core developers don't rely on direct relationships with non-government customers, then I assume this software is unlikely to meet my needs as a startup founder (or the need of most other readers here on HN).

Governments make perverse customers with needs and incentives that don't align with other regular users and customers, in my experience. So the lack of a paid hosted version of Docs is concerning to me in terms of their priorities, quality, and the future product focus of this otherwise promising (and much needed) app.

Tldr: being customer-focused and having a product led organizational culture is unlikely if you're building for government.
To be fair, if you had gone down bankruptcy you could have made a killing doing distressed during one of the most lucrative periods.
Now is the time to look at Open Home Foundation and their Voice Assistant device which does Speech Processing offline.. Donate! Buy their stuff!
I've read so much positive feedback about uv, that I'd really like to use it, but I'm unsure if it fits my needs.

I was heavily invested into virtualenv until I had to upgrade OS versions, which upgraded the Python versions and therefore broke the venvs.

I tried to solve this by using pyenv, but the need of recompiling Python on every patch wasn't something which I would accept, specially in regards to boards like Raspberry Pis.

Then I tried miniconda which I initially only liked because of the precompiled Python binaries, and ultimately ended up using pyenv-managed miniforge so that I could run multiple "instances" of miniforge and therefore upgrade miniforge gradually.

Pyenv also has a plugin which allows to set suffixes to environments, which allows me to have multiple miniforges of the same version in different locations, like miniforge-home and miniforge-media, where -home has all files in the home dir and -media has all files on a mounted nvme, which then is where I put projects with huge dependencies like CUDA inside, not cluttering home, which is contained in a VM image.

It works really great, Jupyter and vscode can use them as kernels/interpreters, and it is fully independent of the OS's Python, so that OS upgrades (22.04 -> 24.04) are no longer an issue.

But I'm reading about all these benefits of uv and wish I could use it, but somehow my setup seems to have tied my hands. I think I can't use uv in my projects.

Any recommendations?

Edit: Many of my projects share the same environment, this is absolutely normal for me. I only create a new environment if I know that it will be so complex that it might break things in existing environments.
> Growth. Exit. IPO. Those are the 3 words they want to hear.

IPOs aren’t happening in this market… Are IPOs still the only thing investors are looking for?
It's not just CUDA. It's the entire solution from CUDA, best hardware, networking, data pipeline, etc.
I actually have a B580 that I replaced my old A580 with.

I didn't manage to get it for MSRP (because living in Europe does tend to increase the price quite a bit, a regular RTX 3060 is over 300 EUR here), but I have to say that it's a pretty nice card, when most others seem quite overpriced or outside of my budget.

When paired with an 5800X the performance is good, the XeSS upscaling looks prettier than FSR and pretty close to DLSS, the framegen also seems to have higher quality than FSR (but more latency, from what I've seen), the hardware AV1 encoder is lovely and the other QSV ones are great, though I do wish that I could get a case big enough and a new PSU to have both A580 and B580 in the same computer and use the B580 for games and A580 for the other stuff (not quite sure how well that combination would work, if at all).

Either way, I'm happy that I got the card, especially with a decent CPU (even the A series with my previous Ryzen 5 4500 was an absolute mess, no software showed the CPU being maxed out but it very much was a bottleneck) and do kind of hope that I'll get the likes of performance that you get in War Thunder, or even GTA V Enhanced Edition for the years to come (yes, the raytracing works there as well) or even more recent games like Kingdom Come: Deliverance 2.

If the upscaling/framegen support was even better in most game engines and games, then it could be stretched further or at least used as a band aid for the likes of Delta Force or Forever Winter - games that come out with pretty bad optimization and are taxing on the hardware, with no good way to turn subjectively unnecessary effects or graphical features off, despite the underlying engines themselves being able to scale way down.

At the end of the day, even if Intel Arc won't displace any of the big players in the market, it should improve the market competitiveness which is good for the consumer.
The skill issue part is a pretty interesting part of the conversation.

I'm always reminded of this video, where the author writes the same program in Rust and Go.

https://www.youtube.com/watch?v=Z0GX2mTUtfo

> Now, the Rust version took me about five times as long as the Go version

> The Go one performed almost identically well

Now this was for netcode rather than number crunching. But I actually had a similar surprise with number crunching, with C# and C++. I wrote the same program (rational approximation of Pi), line for line, in both languages, and the C# version ran faster. Apparently C# aggressively optimizes hot code paths while running, whereas to get that behavior in C++, you need to collect profiler data and use a special compiler flag.
Hey, we dedided to take an approach where we build on top of libraries like BlockNotejs, Yjs, HocusPocus but build our own wrapper around it in Django and Next.js. This allows to iterate really fast and to catter our own need (we are large organizations we don't have the same as startups or SMEs).
Contributing and sponsoring allows us to make improvement that help the whole collaborative software category.
Making an urgent phone call to your spouse while rushing to your kids in the ER without taking your hands off the steering while is a fucking godsend. No matter how broken they are currently, they do have their place, and they work at least a bare minimum.
But.. that’s exactly what this thread is about. RDAP is the future, not WHOIS.
It has some of those features. I think I’d attach speakers to the HA Voice you can use them that way but the built-in speaker will not cut it (think gen1 Echo).

They are cool little devices, but they have a while to go before they can replace the Alexa’s.
In Soviet Union dissidents were sometimes confined to psychiatric institutions: https://en.m.wikipedia.org/wiki/Political_abuse_of_psychiatr...

Maybe we are taking small steps towards something similar?
Well, by definition yes. The job of the masses is to resist by any means available. If it starts using terrorist tactics it stops being the masses. Of course besides gathering signatures there's many other peaceful adjacent things that can be done (leftist types love the meme of a general strike, but of course civil disobedience, road blockades, and so on are all on the table), and somewhere between guerilla warfare and spray painting stencils in the night there's a fuzzy ethical line. On one side it's Taliban style "we will wait until they leave" and on the other side it's again Taliban style, but the bad things.

Mostly the masses ought to be proactive, educate itself, and so on to avoid signing conventions that have these exceptions.

Yes, I know. :/
Not sure why you're downvoted? I can't think of almost anything that isn't designed to cripple poor or vulnerable people? Health insurance, medicine costs, student loans, etc etc. I never thought about it like this...
I will feed the book into an LLM and ask questions.
But anything that survives the crash will be the next Google.
Is MAGA's overarching strategy to just flood the world with bizarre provoking ideas and statements and mix them up with actual and serious issues? That way people don't get a chance to absorb or navigate through the flood of news and distinguish the important from the non-important ones. Instead I suspect most will fall into a state of political apathy.

-- It feels like part one of the plan (if there is one) is to create chaos and confusion.

Maybe this bill doesn't go through, but it is now part of the news cycle.
Hmm, I would expect that to be 31F, if it stood for "ELF" in correct Hexspeak.
Indeed, on one hand PDM works great, but on the other hand we wouldn't want to choose a package manager which might not be maintained anymore after a few years because there are just not many users of it.
But they sort-of do, no? The left hand side bar has the top-level (bold) headers "Home", "Start Here", "Applying Diátaxis", "Understanding Diátaxis" and "Colophon". The middle ones could well be labeled "Tutorial", "Explanation" and "Reference", but that would be very confusing for the reader!
I guess just because a lot trades were initiated over phone?
And nothing wrong with that if done correctly, but Commodore confused its customers.
I wonder why writing SIMD in high-level languages hasn't been figured out yet for CPUs (it has been the norm for GPUs for since forever). Auto-vectorization universally sucks, so do OpenMP directives.

There was Ispc, which was a separate C-like programming language just for SIMD, but I don't understand why can't regular compilers generated high-quality vectorized code.
Migrants come in at port of entry. Illegal aliens and cartels should be made to turn around, and a missile destroyed can make them do that.
I may be artificially intelligent, but some of you are naturally stupid
For real words, better check Wikipedia. It's much more informative (compare for "dragon" : https://en.m.wiktionary.org/wiki/dragon )
No one is going to ban gay marriage. This is the ultimate no-go that will alienate every undecided voter, almost as bad as a nationwide abortion ban. Republicans want to stay in power and they know they won't stay in power if they do this.
Do you have solid evidence?
I feel for me, at least one nice thing about poetry over uv is, that if I have an issue or feature extension, I can just write my own plugin in pure Python. With uv, I'd need to learn Rust in addition to python/c/c++/etc.

I wonder what it would take to get poetry on par with uv for those who are already switching to it? Poetry is definitely very slow downloading multiple versions of packages to determine dependencies (not sure how uv works around this?). Does uv have a better dependency checker algorithm?
The point here is that the total displacement of water caused by a sound wave depends on both the amplitude of the wave, and its frequency, with no limit: if the wave has high enough amplitude, it will displace water even if the wave is very low frequency.

However, this is not true for EM interactions. If you shine infrared light on a solar panel, you'll see 0 current from it, even with an extremely powerful source of light (at some point the material might heat up enough it starts showing some thermo-electric effect, but that's a different thing). However, if you take even a very low intensity ultraviolet source, you'll see a measurable current right away. This is the unexpected behavior that quantized interactions have, which can't be reproduced with non-qunatized waves like sound waves.
This has absolutely nothing to do with technology, it is purely political, and should not be here.
Right, the silo fields in North Dakota are obviously part of the great wall of Los Angeles. Ask any citizen of Fargo and they will confirm that they are indeed proud bricks in the great Angelino wall and renounce any claim to living in a city themselves.

/s
Timers works fine.

Music - yes, albeit a bit finicky to set up.

There's an addon called Music Assistant that controls the music, you can connect it to your provider of choice (local files, Spotify, etc), and you can let it connect to several types of sinks.

OOB the HA only knows a few commands (pause, next, etc) but there are some community driven effort to improve the support, such as "Play the album Dark side of the moon". [0].

[0] https://github.com/music-assistant/voice-support
Is a pre-nup not solving exactly this problem? Or is maybe a pre-nup not a thing for various reasons - not known, not acceptable, not possible under local law...
Small steps?
Trump Calls Biden Pardons Void Because of Autopen Usage
This argument makes no sense. Your dependencies don't change unless you change them, npm doesn't magically update things underneath you. Things can break when you try to update one thing or another, yes, but if you just take an old project and try and run it, it will work.
I think people underestimate how sinister this type of thing is. It's not "haha," and it's not childish, it is a prelude to take away people's rights.

TDS is like calling Ukrainians russophobic. It flips cause and effect. It frames criticism as irrational hatred so that the accusers can see themselves as victims. It dismisses problems with trump or Russia as blind hatred and directly ignores any harms caused by them.

I don't know the name for this technique, but it is straight out of Russia's playbook. There is even a history of weaponized psychiatry:

https://en.wikipedia.org/wiki/Political_abuse_of_psychiatry_... https://en.wikipedia.org/wiki/Political_abuse_of_psychiatry#...
If there's a person who used ALL his power to win every skirmish, no matter how unscrupulously, it was BG.

A guy that powerful and unscrupulous and also unattractive with that horrible voice only gets women because of money and power. And the only woman who could stand him enough to marry him (and have his kids) was no looker, yet divorced him with no press whatsoever.

That's the power of money. I suspect a lot of us nerds wouldn't've been nerds if we could get girls. Some of us grow up to be kind, grateful partners, but we likely didn't trample everyone underfoot to become a mega billionaire.

The silence that surrounds him smells like money, to me.
Amazon also sold the Echo in Europe, so it’s going to be interesting to see how European Consumer Protection helps out in this case.