skysight-inc/HackerNews huggingface dataset:
> Short answer: Prometheus + Grafana + Alertmanager.

Or, a higher-level recommendation, appropriate for most SMBs: sign up for Grafana Cloud's managed prometheus+grafana (or any equivalent external managed monitoring stack), and then follow their setup instructions to install their grafana-agent monitoring agent package (which sticks together node_exporter, several other optional exporters enable-able with config stanzas (e.g. redis_exporter, postgresql_exporter, etc.), and a log multiplexer for their Loki logging service [which is to logs-based metrics as Prometheus is to regular time-series metrics.])

Why use a managed service? Because, unless your IT department is large enough to have its own softball team, the stability/fault-tolerance of the "monitoring and alerting infra" itself is going to be rather low-priority for the company compared to other things you're being asked to manage; and also will be something you rarely need to touch... until it breaks. Which it will.

You really want some other IT department whose whole job is to just make sure your monitoring and alerting stay up, doing this as their product IT focus rather than their operations IT focus.

(You also want your alerting to be running on separate infra from the thing it watches, for the same reason that your status page should be on a separate domain and infra from the system it reports the status of. Having some other company own it is an easy way to achieve this.)

> Regarding the type of alert itself, I send myself mails for the persistence/reminders + Telegram messages for the instant notifications.

Again, higher-level rec appropriate for SMBs: sign up for PagerDuty, and configure it as the alert "Notification Channel" in Grafana Cloud. If you're an "ops team of one", their free plan will work fine for you.

Why is this better than Telegram messages? Because the PagerDuty app does "critical alerts" — i.e. its notifications pierce your phone's silent/do-not-disturb settings (and you can configure them to be really shrill and annoying.) You don't want people to be able to call you at 2AM — but you do want to be woken up if all your servers are on fire.

---

Also: if you're on a cloud provider like AWS/GCP/etc, it can be tempting to rely on their home-grown metrics + logging + alerting systems. Which works, right up until you grow enough to want to move to a hybrid "elastic load via cloud instances; base load via dedicated hardware leasing" architecture. At which point you suddenly have instances your "home cloud" refuses to allow you to install its monitoring agent on. Better to avoid this problem from the start, if you can sense you'll ever be going that way. (But if you know your systems aren't "scaling forever" and you'll stay in the cloud, the home-grown cloud monitoring + alerting systems are fine for what they do.)
From the article:

"Experts in the field said it was primarily an unaffordable amount of debt, more than the cost of the union contract, that did in Yellow.

'The Teamsters had made a series of painful concessions that brought them close to wage parity with nonunion carriers,' said Tom Nightingale, CEO of AFS Logistics, a third-party logistics firm that places about $11 billion worth of freight annually with different trucking companies on behalf of shippers. He said the company began taking on significant amount of debt 20 years ago in order to acquire other trucking companies."

Sounds like it was just bad business strategy.
What issues exactly did you have with contributing? I found it very easy to contribute to alpine, I wrote an APKBUILD, created a pull request, someone reviewed my PR and pointed out an issue, I fixed it and my PR was merged. I can't think of a way that could be made any easier.
> Why is a prediction market for replication per se more interesting than the existing market of all the public companies who would be enriched / wiped out based on the result?

If you knew precisely which companies would gain or lose, how much relative to their stock price, and all these companies were liquid and public, then maybe you could make this comparison. Even then, there'd be plenty of noise from unrelated factors. So, it's pretty clear why a prediction market is superior.
> “This is more, earlier than we have ever seen,” Enochs said. “I’m nervous by how early this is occurring.”

All the consequences of climate change are happening much faster than anticipated.
Regardless of how you feel about pensions, tying them to the employer is silly because it limits employee mobility and is a liability most businesses don't want to deal with. What's ironic is the people promoting them tend to be the same as the ones promoting nationalized healthcare (or vice versa).
Churchill was one of the strongest defenders of democracy in the 20th century. Read his speech in its entirety. He definitely did not believe that there were any better alternatives to Democracy, tried or untried. At the time he gave his speech Communism was seen by many as much more successful than Democracy.
When Wired gets things so horribly wrong that they claim “microwaving delivers a triple whammy: heat, UV irradiation, and hydrolysis” - microwaves are, by definition, NOT UV - it’s hard to take the entire article seriously.
The Devastating Effects of Fireworks on Pets and Wildlife
Let's just go full native IPv6 already. Clinging to the past like this doesn't make sense in the long run.
Are investors still in cyber security startups or is that train long gone?
Temporal trends in sperm count: a systematic review (2017)
> I did and that’s not how polls work.

Since that is exactly how polls work, not sure how you could have read it.

> Those numbers are much closer than 60/40, for a start

Only because I lumped all of the "Don't Knows" into "Leave". Which is unrealistic, but a lower bound for the vote for remain that is above what you claim. So your claim isn't just not right, it isn't even wrong.

If instead I lump the "Don't Knows" in with "Remain", it turns into 68/31. The truth is probably somewhere between 55/44, which is still a 10% spread, and 68/31, which is 37% spread. And 60/40 is not splitting the difference in the middle, it is giving more of the undecideds to leave.

> To get elected, you win constituencies, not the popular vote

To leave the EU, you win the popular vote in a referendum, not individual constituencies. To rejoin would most likely be the same.

And it turns out that the result is even more lopsided in thinking Brexit was mistake when you look at constituencies. In effect the entire country is now Remain.

https://www.independent.co.uk/news/uk/politics/brexit-regret...

etc.
I mean, this thread argues that the environment in Amsterdam/Tokyo/New York/... is "objectively better" than in LA to live in.

"sedentary lifestyles" is not a real externality and anyway is also easy to achieve with transit; "time wasted in traffic" is simply false (far more time is wasted on transit given how fast it is to drive for an average trip, and sometimes even in rush hour), "dominance of cityscape by infrastructure dedicated to automobile traffic" by itself is a subjective aesthetic preference.

Now as for the actual real externalities, I said elsewhere, it's one thing to say "most people reveal the preference to drive (and I disagree with them OR because driving is just better), however they cannot all have what they want because of pollution / global warming /...". That could be correct, although it would also imply this is a technological problem - they mostly solved pollution from cars, and if we e.g. had cheap fusion or solar energy and electric cars we could all go back to driving.

It's quite another to pretend that people need to switch to the inferior (by their own revealed preference around the world) lifestyle because it is "objectively better".
> It is their choice to do things dangerous to themselves and others. If the road is too unsafe, then don't use an ebike. Period. Putting pedestrians at risk is disgusting.

Who do you think is making the road unsafe? What type of vehicle do you think results in the vast majority of pedestrian injuries and deaths?
I run a wordpress instance that also federates to the ActivityPub ecosystem with a plugin. You can navigate directly to my site to see my posts and I imagine anyone else's CMS can do that too with the right protocol enabled.
Show HN: File distribution over DNS: (ab)using DNS as a CDN
Hellenic Elegies
So, your Facebook posts are neither anonymous or private.
There is a way to act against that too: "whatever is decided in court, if anything deviates from the spirit of this contract's full enforcement for any reason within either party's control, both parties are fully liable for undoing every part of their performance, including refunding all the products and services."
I think that's the purpose, you want to filter out anyone that is not highly motivated because otherwise you'll have to invest a ton of time into many different people and you don't have that kind of bandwidth.
We use PyPy for performing verification of our software stack [1], and also for profiling tools [2]. The verification tool is basically a complete reimplementation of our main product, and therefore encodes a massive amount of business logic (and therefore difficult to impossible to rewrite in another language). As with other users, we found the switch to PyPy was seamless and provides us with something like a 2.5x speedup out of the box, with (I think) higher speedups in some specific cases.

We eventually rewrote the profiler tool in Rust for additional speedups, but as mentioned for the verification engine, it's probably too complicated to ever do that so we really appreciate drop-in tools like PyPy that can speed up our code.

[1]: https://github.com/StanfordLegion/legion/blob/master/tools/l...

[2]: https://github.com/StanfordLegion/legion/blob/master/tools/l...
Or maybe this is a perennial feature of a skewed economy:

2018: https://www.theguardian.com/commentisfree/2018/jul/29/us-eco...

2012: https://www.reuters.com/article/us-usa-survey-paycheck/more-...

2007: https://www.nytimes.com/2007/09/12/us/12housing.html
Albert here :) Decision basically came down to the following: we needed to build a 1 million events/sec log processing pipeline, and had only 5 servers (more were on the way, but would take many months to arrive at the data center). So v1 of this pipeline was 5 servers, each running Kafka 0.8, a service to receive events from the edge and put it into Kafka, and a consumer to aggregate the data. To squeeze all of this onto this hardware footprint, I spent about a week looking for a format that optimized for deserialization speed, since we had a few thousand edge servers serializing data, but only 5 deserializing. Capnproto was a good fit :)
Is this fiction? There are no snakes in Hawaii, and I don't remember mosquitoes being much of an issue there either.
i'm an engineer in a neighborhood mostly filled with lawyers and surgeons, i can tell you these people easily have 10M of wealth, and these are all people currently still in family building stages of life. Also adding..if this area lost these people as experienced surgeons there would definitely be issues!
> It's just The Market For Lemons at work.

It's not, really. Information about brand reliability is widely available. People just value different things.
They could go even granular if they use their .bbc TLD.

tennis@sports.bbc, italy@foreignaffairs.bbc, you name it. They can implement combination feeds by making sports@news.bbc boost all the individual categories, so people can easily find the specific types of news they're interested in.

In the end I think they'll keep down the variety, sticking to a Twitter like experience.
True but what you can do is SSH to the device and install a custom launcher for apps that can read standard epubs, play chess, or expose the linux terminal on device.

Not great for basic users but I've had significantly more use out of it with some advanced setup.
Is it me, or are they hiding the price unless you sign up for their email list?
That's pretty cool. Curious what their telecoms think of this development.
You can comment on our blog, or open an issue. Frankly, we get so little feedback that dealing with new issues is not a hassle.
I paid $400 for my current fridge, new. It's 320 liters which is 11 cubic feet. That's actually insane how manufacturing and technological innovation has kept the price of fridges at the same price as they were in 1950, even after inflation!
> Look at it this way, say I am overweight and want to get in shape. The insight that I need to eat less and exercise by itself of course won't make me immediately fit.

> But that insight combined with work and support might.

Putting aside the fact that your example isn't actually an insight (diet and exercise as a way to lose weight is also something you hear suggested from every corner, although with more justification), the "insights" produced in therapy are supposed to lead to change largely on their own. That is, it's assumed the client already has all the resources needed but, poor dear, he's held back by flawed beliefs, which therapy is supposed to undo. Needless to say, this has little resemblance to reality.

> Also therapy, to me isn't about self improvement, it's about feeling better in one's skin. Often it not that the presenting problem even goes away, but that the way you relate to it changes.

Putting aside the fact that this kind of contradicts the first part of your post, where you argue for how therapy can in fact help solve your problems, sorry, this is pure cope. Changing the way you relate to a problem, in that sense, or reframing, is talking yourself into believing something bad isn't actually that bad. Auto-gaslighting with a therapist's assistance, really. I prefer to solve my problems instead of trying to trick myself into thinking they're not what they are.
Thank you for the feedback and I am looking into the issues you mentioned.

Talking about the first issue, at the moment it is required for all images to be manually cropped to fit only the required part of code to be extracted to improve the accuracy of extracted code (since it get rids of unnecessary file names and numbers if present on image). I think I can provide a better user experience by emphasizing this better.
Just to confirm, did you adjust the crop to fit only the required parts or did you cropped with the initial state? If it's the latter, I think tesseract extracted the incorrectly cropped version of image.

My pardons, I didn't get a clear idea of the second issue. Can you elaborate more in to that please? Do you mean any issues with the code formatting/ highlighting?
But that's only because there aren't any compelling IOT applications in the consumer space. Companies are the users with distributed assets, not consumers.
Last time the center Atlantic got so hot was in 2005. The year with the most cat 5 ever recorded and also the year of Katrina and Wilma (it landed on Cancún).

This season is probably going to be even worse since the Atlantic is so much hotter.
I think one of the issues is that recently Red Hat complained AlmaLinux didn't submit feedback/patches upstream to support the OS. When they did that, along with a patch they were given a song and dance. If you read down the comments there is a great summarization by Jeff Geerling that points to the problems at Red Hat that need to be addressed to better understand the process.
I can speak from experience having gone through a healing journey where the online sites promoted a single supplement as the cure.

I later felt that this focus on this 'replace lost nutrients' approach, while it might have had some merit in the acute phase, also kept some people in denial of the factors which led them to their health crises.

Any nutrient you take to excess will be downregulated by one of these thousands of processes shown here: https://external-preview.redd.it/Yepk20IXyppuST6erisGCPg716V...
Among other crimes against humanity is his incredibly gaudy sense of style

https://twitter.com/RichardHeartWin/status/15402954048178831...

https://sybershel.com/he-invented-the-crypto-that-gives-inte...
> As a member of said public, I would be curious to know. There's no need for taxpayer-funded agencies to operate in a cloak of darkness.

This is what the Freedom of Information Act is for:

https://www.nasa.gov/centers/armstrong/FOIA/request.html

The report may not exist yet, so you may need to wait.
Can you? A defined benefit plan is ultimately involving someone taking a risk. One either makes the risk very small, and therefore being a very expensive benefit from the very beginning, or be aggressive, and risk being an underfunded benefit.

Either way you slice it, someone providing defined contributions instead is far safer, and can safely outcompete the defined benefit company, as they aren't taking on either side of the risk: The employee is.

Note that the costs of trucking are the same either way: Paying for the contribution later is precisely a way to be very competitive now, as the idea of a safe, defined pension that you self fund is much nicer until you see what it takes out of your paycheck.
I've saw a prank like that on a small scale when I was a kid who liked to go play some old Trek game on a line-paper-printer-terminal — in a computer lab in a state college — that was dialed into a machine in a bigger city. Around me, meanwhile, were college students typing their programs into punch cards. I remember someone pretending to trip, spilling a stack, but then confessing that they were garbage.
I work on Milvus at Zilliz and we encounter people working on LLM companies or frameworks often, I don't ask this question a lot a lot, but it looks like at the moment many companies don't have a real moat, they are just building as fast as they can and using talent/execution/funding as their moat

I've also heard some companies that build the LLMs say that those LLMs are their moat, the time, money, and research that goes into them is high
Building Nikola Tesla's Bladeless Turbine [video]
It is! Just like not having surgery, not using AC/heating, or not wearing glasses, etc. All those things are unnatural and some are expensive, but luckily we are not hunter-gatherers anymore ;)
If you consider web based SaaS companies then I don't think AI is a reason for collapse, for two major reasons:

1. AI popularity surge is happening at the same time as interest rates going up by a lot. Interest rates impacts borrowing and funding for companies, in many ways money is tighter and cash-flow is more important so borrowed funds with multi-year ROI is not a good idea. These (AI and interest rates) are completely unrelated so correlation (layoffs and software jobs contraction) doesn't mean causation (AI being a cause == not likely, interest rates == maybe, too much hiring during pandemic == more likely). A good question to ask is how many companies have replaced software devs with AI.

2. If you're a SaaS company your core product is software, are you going to let an AI service generate your core product or even submit pieces of your source code to it and feel 100% safe that your code won't be leaked out to other AI users? We can't get humans to document requirements for a feature in a way that can be reliably used to create software, I doubt using AI to generate software is going to work out well. With a SaaS you're betting your entire business on it.

3. Minor nitpick here - the comment is by a game developer. There's a yt video out there of a game developer having ChatGPT write a game. If anything I would think a collapse would happen more so in entertainment industries (as is already with Screen Writers Guild right?) because those are shorter project time-frames with tighter feedback loops to see if its profitable to use AI (and hollywood/game devs re-hash old ideas a lot anyhow but I digress.)
Stripe is of a similar trajectory
I've used Raindrop[1] for the last few years and it works well - cross device support, archived pages, and tags/folders.

Going to check out Linkwarden since I really like the idea of being able to self-host something similar since Raindrop could one day disappear (#googlereaderneverforget).

A feature Raindrop has is it can export bookmarks to a standard xml file, which I then have a script that automatically adds them to Archivebox[2] for a local copy and to add them to archive.org[3].

Does Linkwarden, have a feature to automatically submit a bookmark to archive.org along with the local copy? That would greatly reduce this setup and have it all in one tool.

1. https://raindrop.io/

2. https://archivebox.io/

3. https://ecliptik.com/bookmarking-with-raindrop/
Good, I’m not the only one who’s getting fed up with yet-another-chatbot or chat-with-your-files or whatever “startup”.
Either I'm going to search for vanilla JS and this comes up or I search for this but...you know, Vanilla JS comes up xD
In some industries low worker mobility is very desirable for the company. Offering long time horizon benefits is a good way to reduce turnover. I would prefer my local nuclear plant operator to have employees that stick around and get to know the equipment very well.
No. Your laptop was not operating autonomously, by definition.

It was not making its own decisions, to achieve some goal.
I don’t remember much happening with NNs in 1980. There was a lot of hype in 1992-1998 though.
Not the OP, but I've been through a few AI hype cycles and know of earlier ones, depending on what you count: ML more generally over the last half decade or so¹, the excitement around Watson (and Deep Blue before it), the second big bump in neural network interest in the mid/late 80s², there have been a couple of cycles regarding expert-system-like methods over the decades, etc.

--

[1] though that has produced more useful output than some of the previous hype cycles, as I think will the current one as it seemingly already is doing

[2] I was barely born for the start of the “AI winter” following the first such hype cycle
Quokka.js: The JavaScript Playground in Your Editor
> The biggest lie in crypto is that tokens are bought for utility and not speculative gains. I don't know if it's delusion or intentional deception.

It's an attempt to avoid the scope of US securities law: https://www.taftlaw.com/news-events/law-bulletins/utility-to...
I hope it doesn't get killed by CSAM spam or stuff like that from trolls.

Automated federated filtering is not impossible. In fact, an distributed setup (where volunteers host image/text classifiers) like AI Horde already does seems pretty doable.
I've never contemplated a country TLD dashboard, but most hosting control panels will intercept any email that isn't correctly addressed if you setup a catch-all for a specific domain. Anyway, so much traffic coming one way should attract attention, somehow.

What's interesting is how nobody in the five eye military and intelligence communities were able to spot this for so long, which probably means worldwide metadata flow is not actively monitored, only searched for specifics.