StackOverflow was successful explicitly because of the people/question it excluded. The "toxicity" was the point. It was trying very very hard not to become Yahoo Questions. If you want to hear more about this you should watch Joel Spolsky's talk "The Cultural Anthropology of Stack Exchange": https://www.youtube.com/watch?v=LpGA2fmAHvM
The point of StackOverflow was explicitly not to help the question-askers, but to prioritize the people who would reach the question via Google. That's why so many people have bad stories about times they went to ask questions on StackOverflow: it was supposed to be very high-friction and there was supposed to be a high standard for the questions asked there.
Now with LLMs users get the best of both worlds. They don't need to use Google to find a high-quality StackOverflow question/answer AND they can ask any question even if it's been asked 1,000 times before or is low-quality or would lead to discussion rather than a singular answer.
As someone who did predominately use stack overflow through Google search… I remember that half the time the top result was someone asking the question I had, only for it to be duped to a different question that didn’t answer the original. So they failed there.
Yes, sometimes you search and find someone else's attempt to ask something that looks very much like your question, but it's duped to a different question. There are a few common failure modes:
* The originally asked question was very low quality; for example, it might have basically been a code dump and a "what's wrong?" where many things were wrong, one of which is what you were both asking about. Someone else may have decided that something else was the more proximate issue.
* The OP was confused, and didn't really have your question. Or the question title was misleading or clickbaity. These should get deleted, but they tend to get forgotten about for a variety of reasons.
* Sometimes two very different problems are described with all the same keywords, and it takes special effort to disentangle them. Even when the questions are properly separated, and even if every dupe is sent to the correct one of the two options, search engines can get confused. On the flip side, sometimes there are very different valid ways to phrase fundamentally the same question.
My favourite example of the latter: "How can I sort a list, according to where its elements appear in another list?" (https://stackoverflow.com/questions/18016827) is a very different question from "Given parallel lists, how can I sort one while permuting (rearranging) the other in the same way?" (https://stackoverflow.com/questions/9764298). But the latter is fundamentally the same problem as in "Sorting list according to corresponding values from a parallel list" (https://stackoverflow.com/questions/6618515). It's very easy to imagine how someone with one of these problems could find the wrong Q&A with a search engine. And there were a lot of other duplicate questions I found that were directed to the wrong one, and if the site were as active as it was in 2020, I'm sure it would still be happening.
And that's after the effort I (and others) put in to improve the prose and especially the titles, and add reference sections. The original titles for these questions were, respectively: "python sort list based on key sorted list"; "Is it possible to sort two lists(which reference each other) in the exact same way?"; "Sorting list based on values from another list?". No wonder people didn't get what they wanted.
I have not had that experience, most of the time the duplicate question was answered, but to address the argument, it seems like it would be correct to mark a question as duplicate even if the original isn't answered. Why should there be two instances of the same question with no answer as opposed to one instance with no answer?
> I remember that half the time the top result was someone asking the question I had, only for it to be duped to a different question that didn’t answer the original.
This is an entirely different problem than toxicity is it not? Like, if the moderators are bad at their job that seems uniquely different than the moderators were mean to me while doing their job.
Not OP but I think it’s the same problem. Mods got a pat on the back for “curating” (i.e. quickly closing) incoming questions, so they leaned far too far toward closing them ASAP for specious reasons because it rewarded themselves.
Sure, there was a whole appeals process you could go through if you had infinite time and patience to beg the same cohort for permission, pretty please, to ask the question on the ask-the-question website, but the graph of people willing to do so over time looks a lot like their traffic graph.
I disagree. Look at the moderator election threads[0] and a good chunk of the would-be mods’ stories are demonstrating how good they are at deleting and flagging and downvoting content.
And that stuff is important, but when it becomes a metric to optimize and brag about…
It's not an entirely different problem because the main method through which moderators are mean is in closing new questions as dupes. A more positive q&a community might "steel-man" the question and try to find what's different about it, but SO's culture leaned heavily towards essentially telling people "go away, you don't have anything new and worthwhile for us".
> It's not an entirely different problem because the main method through which moderators are mean is in closing new questions as dupes
This discussion needs a grounded definition of "toxic" then.
Elsewhere in this thread I see:
> I disagree with this. You can tell someone that a question is not appropriate for a community without being a jerk. Or you can tell them that there needs to be more information in a question without being a jerk. I do not think being mean is a prerequisite for successful curation of information.
So we're all speaking about different things it appears.
> This discussion needs a grounded definition of "toxic" then.
When I wrote about the issue on MSE (https://meta.stackexchange.com/a/394952/173477) a couple years ago I explicitly called out that the terminology is not productive. It generally seems to describe dissatisfaction with the user experience that results from a failure to meet the user's expectations; but the entire reason for the conflict is that the user's expectations are not aligned with what the existing community seeks to provide.
And yes, the ambiguity you note has been spammed all over the Internet (everywhere Stack Overflow is discussed) the entire time. Some people are upset about how things are done; others consider what is done to be inherently problematic. And you can't even clearly communicate about this. For example, someone who writes "You can tell someone that a question is not appropriate for a community without being a jerk." might have in mind "don't point people at the policy document as if they should have known better, and don't give specific interpretation as if their reading comprehension is lacking"; but might also have in mind "point people at the policy document, and give specific interpretation, because otherwise there's no way for them to know". Or it might be "say something nice, but don't close the question because that sends the wrong message inherently" (this interpretation is fundamentally misguided and fundamentally misunderstands both the purpose and consequences of question closure).
And yes, every now and then, the person making the complaint actually encountered someone who said something unambiguously nasty. For those cases, there is a flagging system and a Code of Conduct. (But most Code of Conduct violations come from new users complaining when they find out that they aren't entitled to an open, answered question. And that's bad enough that many people don't comment to explain closures specifically to avoid de-anonymizing themselves.)
1. They overwhelmingly are not moderators, and they are not doing moderation by closing questions. This is curation, and duplicate closures overwhelmingly are done by subject-matter experts: users with a gold badge in one or more of the tags originally applied to the question. The requirement for such a badge is based on answering questions:
> Earn at least 1000 total score for at least 200 non-community wiki answers in the $TAG tag. These users can single-handedly mark $TAG questions as duplicates and reopen them as needed.
So these are definitely not people averse to the idea of answering questions.
2. I can guarantee you that the overwhelming majority of these cases are not people trying to be "mean". Users are actively incentivized against closing duplicates, which has historically led to nowhere near enough duplicate questions being recognized and closed (although there have been many proposals to fix this). Dupe-hammering questions "to be mean" is considered abusive, and suspicion of it is grounds to go to the meta site and discuss the matter.
No, people close these questions because they genuinely believe the question is a duplicate, and genuinely believe they improve the site with this closure. It's important to understand that: a) people who ask a question are not entitled to a personalized answer; b) leaving duplicate questions open actively harms the site by allowing answers to get spread around, making it harder for the next person to find all the good ones; c) the Stack Overflow conception of duplication is not based on just what the OP understands or finds useful, but on what everyone else afterward will find useful.
For example, there are over a thousand duplicate links to https://stackoverflow.com/questions/45621722 , most of which is from my own effort — spending many consecutive days closing dozens of questions a day (and/or redirecting duplicate closures so that everything could point at a "canonical"). Yes, that's a question about how to indent Python code properly. I identified candidates for this from a search query and carefully reviewed each one, verifying the issue and sending other duplicates to more specific canonicals in many cases (such as https://stackoverflow.com/questions/10239668). And put considerable effort into improvements to questions and existing answers, writing my own answer, and adding links and guidelines for other curators so that they can choose more appropriate duplicate targets in some cases. I also looked at a wider search that probably had a fairly high false positive rate, but implies that there could be thousands more that I missed.
3. When your question is closed as a duplicate, you immediately get a link to an answer. You don't even need to wait for someone to write it! It's someone saying "here, I was able to find it for you, thanks perhaps to my familiarity with other people asking it".
4. Stack Overflow users really do "try to find what's different about" the question. It just... doesn't actually matter in a large majority of cases. "I need to do X with a tuple, not a list" — well, you do it the same way. "I need to Y the Xs" — well, it seems like you understand how to Y an X and the real problem is with finding the Xs; here's the existing Q&A about finding Xs; you shouldn't need someone else to explain how to feed that into your Y-the-things loop, or if you do, we can probably find a separate duplicate for that. Things like that happen constantly.
Sometimes a question shows up with multiple duplicates. This almost always falls into two patterns: the user is really asking multiple separate things (due to failing to try to break up a problem into logical steps) and each one is a duplicate; or the question is constantly asked but nobody knows a good version of the question, and gives multiple links to previous attempts out of frustration with constantly seeing it. (The latter is bad; someone is supposed to write the good version and send everything else there. But that typically requires behind-the-scenes coordination. Better would be if the first bad attempt got fixed, but you know.)
5. Closing a question is emphatically not about telling people to go away. The intended message (unless the question is off topic or the OP just made a typo or had a brainfart) is "please stay and fix this". However, it's perfectly reasonable that an explicit attempt to catalog and organize useful information treats redundant indices by pointing them at the same target rather than copies of the target. And questions are indices in the Q&A model.
I question the "failed" here. You did land on their pages, after all. You most probably also clicked on an internal link and moved to another of their pages, and then bounced off.
Man, what a perverted definition of success... They failed in being useful to the end users, but they damned sure made their engagement KPI look good, and also got a few ad impressions on the way.
What you seem to overlook is that the people curating the site and setting up duplicate links don't see a penny of revenue. There is extreme misalignment between them and the actual stakeholders. Nowadays the site staff/owners are seen by the meta community basically as active saboteurs.
Which directly resulted in the answers (and even the questions) to get quickly out of date, providing jQuery w/IE11 compatibility still being the non-dupe approved "answer" in 2025.
They drove people away, on purpose, who were creating their content. Which was a successful strategy until it wasn't.
The dream of decentralised moderation that came with Web 2.0.
In reality, the Venn diagram of people wishing to moderate online spaces for virtual points and petty bureaucrats that get off on making arbitrary rules is pretty much a circle.
I would agree, Reddit is in a slow death spiral. I'd point at bad management primarily. The main thing keeping them afloat may be lack of good competition.
I definitely think that has made it worse, but Reddit was on the downward spiral before LLNs/Bots/etc for years. Keep in mind that ownership changed twice in the years before ChatGPT et al appeared, and the new owners didn't really understand the site.
> but Reddit was on the downward spiral before LLNs/Bots/etc for years. Keep in mind that ownership changed twice in the years before ChatGPT et al appeared, and the new owners didn't really understand the site.
Stack Overflow's situation, of course, is totally different. It only changed ownership once.
> the answers (and even the questions) to get quickly out of date, providing jQuery w/IE11 compatibility still being the non-dupe approved "answer" in 2025.
You are supposed to go to the existing question and post a new answer on it.
Answer approval means almost nothing and should never have been implemented. In the early days it helped experts spread out their attention, as there was an immediate signal that a question had at least one answer good enough for the OP. But there is really no reason to prioritize the OP's opinion like this. (The reputation system has been misaligned with the site's goals in many ways.)
I disagree with this. You can tell someone that a question is not appropriate for a community without being a jerk. Or you can tell them that there needs to be more information in a question without being a jerk. I do not think being mean is a prerequisite for successful curation of information.
As Ops person who has to tell people "This is terrible idea, we are not doing it.", I've always struggled with how to tell someone nicely "No" without them seeing it as "Well, I guess my idea delivery is off, my idea is fine though."
When dealing with those personalities, seems only way to get them to completely reconsider them approach is hard "F off". Which I why I understand old Linus T. Emails. They were clearly in response to someone acting like "I just need to convince them"
There are bad questions (and ideas, like you said). Stackoverflow tried to incentivize asking good, novel questions. You grow up often being told "there are no stupid questions" but that is absolutely not the case.
A good question isn't just "how do I do x in y language?" But something more like "I'm trying to do x in y language. Here's what I've tried: <code> and here is the issue I have <output or description of issue>. <More details as relevant>"
This does two things: 1. It demonstrates that the question ask-er actually cares about whatever it is they are doing, and it's just trying to get free homework answers. 2. Ideally it forces the ask-er to provide enough information that an answer-er can do so without asking follow ups.
Biggest thing as someone who has been in Discords that are geared towards support, you can either gear towards new people or professionals but walking the line between both is almost impossible.
I believe in gearing towards teachers. Q&A sites are often at their best when the Q and A come from the same source. But it needs to be someone who understands that the Q is common and can speak the language of those who don't know the A. Unfortunately, not a common skillset (typically doesn't pay the bills).
The key part of your post is "has to tell people". Absolutely nobody on SO was obligated to respond to anything. The toxicity was a choice, and those doing it enjoyed it.
To play devil's advocate, I think some people confuse terse, succinct communication with being mean. I find this to be a common cultural difference between contributors from different backgrounds.
Personally I find a lot of "welcoming" language to be excessively saccharine and ultimately insincere. Something between being talked down to like I'm a child and corpo-slop. Ultimately I don't think there's necessarily a one-size-fits-all solution here and it's weird that some people expect that such a thing can or should exist.
Personally I'm not a fan of terse writing; if something's worth saying at all it's worth using suitably expressive language to describe it, and being short and cold with people isn't a good form of interpersonal communication in my view. Pleasantries are important for establishing mutual respect, if they're considered the baseline of politeness in a particular culture then it's overtly disrespectful to forgo them with strangers. Terseness is efficient for the writer certainly, but it's not necessarily for the reader.
Written like you're on one side of the cultural barrier and think that you have to be somehow naturally correct because that's what's natural to you. To others, that attitude is just arrogant and self-centered. Why should one particular culture dictate the behavior of everyone, and especially why should it be your culture?
What you call "establishing mutual respect" is just "insincere and shallow" to others. I do not believe for a second that a grocery store cashier wants to know how my day has been.
That's not what I mean, I don't like corpo-speak either. I mean just treating people like they're human beings, neither with affected shortness nor affected warmth. I really don't like the common notion that you have to be cold and short with people to be a good engineer, it makes the culture considerably less pleasant and more abrasive than it needs to be in my view.
I could just as well turn that around and say why should we all adopt your preference of unpleasantly curt communication? Is that not also an imposition of someone else's culture?
What if short isn't "cold" at all? That's a value you're projecting to it.
I understand there are cultures that value flowery speech more than mine. I'm asking you to stop using emotionally loaded words to describe how other people behave.
I was a user of StackOverflow for quite a while. I appreciated the friction. It taught me how to ask better questions to the point where I'd be doing all the research needed to ask a good question and just solve it myself along the way. It's a skill that has made a world of difference in my career relative to my peers. Makes me want to reply to my coworkers simply with "Closed as Duplicate" or "Closed - Needs details or clarity".
Eh. I’m pretty highly ranked on SO, not stratospherically, but in the top 1% in a popular topic. I stopped going there waaaaayyyy before LLMs came on the scene because it stopped being fun. Perfectly good questions were closed before they could get traction. Answers were shot down because they weren’t phrased in the form of an MLA essay. It became the end result of how Wikipedia would look like if deletionist roomdwellers got their way and drove everyone else away.
Instead of a rich interaction forum, it became a gamified version of Appease The Asshole. I stopped playing when I realized I’d rather be doing almost anything else with my free time.
For me, SO is a proof that communities need a BDFL with a vision for how they should run, who is empowered to say “I appreciate your efforts but this isn’t how we want to do things here” and veto the ruiners. Otherwise you inevitably seem to end up with a self-elected bureaucracy that exists to keep itself in place, all else be damned.
(Bringing it back to a local example, I can’t imagine HN without dang and the new mods. Actually, I guess I can: it would look a lot like Reddit, which is fine if that’s what you’re into, but I vastly prefer the quality of conversation here, thanks.)
Fully agreed with your reason for leaving, but I'll throw in: it's absolutely terrible at showing time relevant information, seemingly on the theory that someone will dedup and edit every question and answer as it becomes history rather than helpful.
That became more and more clear as the site and content aged, and afaict they have done absolutely nothing to address it. So after a few years the site had good information... but often only if you had accidentally time traveled.
I had FAR too many cases where the correct answer now was much further down the page, and the highest rated (and correct at the time) answer was causing damage, and editing it to fix that would often be undone unless it was super obvious (if I even could). It shifted the site from "the most useful" to "everything still needs to be double checked off-site" and at that point any web search is roughly equivalent. And when it's not a destination for answers, it's not a destination for questions (or moderation) either.
Definitely. And interestingly, that sucked for authors of the old answers, too. I had a few highly ranked answers from around 2010 or so. Every now and then I’d get a new notification about someone telling me I was completely wrong and should be embarrassed. Look, my time traveling friend, that answer was perfectly reasonable when I wrote it 16 years ago. It’s not my fault that the ebbs and currents of SO pushed you to it today. I’d answer differently today, but I’m not going to go back and “fix” all my old suggestions to keep them up to date.
That’s the weird feedback loop from practically forcing new askers back to the old answers, which was bad for everyone involved.
The Android filesystem APIs are a perfect example of this. The old answers no longer work because Google keeps restricting what apps can do. If you're lucky, someone might post a comment or a new (non-accepted) answer.
> For me, SO is a proof that communities need a BDFL with a vision for how they should run
That was Jeff Atwood. Who said a lot of very interesting things about how the site was explicitly intended to differ from traditional forums where "perfectly good" questions are constantly asked.
> Answers were shot down because they weren’t phrased in the form of an MLA essay.
This is absurd and I can't think of anything remotely like this happening in practice. The opposite is true: popular questions attract dozens of redundant, low-quality answers that re-state things that were said many years ago, list two different options from two other different previous answers, list a subset of options from some previous answers, describe some personal experience that ultimately led to applying someone else's answer with a trivial modification for personal circumstances unrelated to the actual subject of the question, etc. etc.
I would never ask a question on stack overflow because half the time it seemed to be flagged a dupe or for some other reason and it brought you closer to being disallowed to ask. I actually have answered a good amount of stack overflow questions to get a higher score but the overzealous question shutdowns totally had a chilling effect.
One thing that isn't talked about enough is the impact aggressive moderation had on people answering too.
If you were in the New queue, and found a question you could answer, by the time you posted your answer the question itself may have been nuked by mods making your answer/effect not seen by many.
Oh, man. That was kind of the end of the line for me, too. I’d get roped into conversations trying to defend the question, which wasn’t even mine, because I thought it was novel and interesting enough to be worth answering in the first place. And then I asked myself what I was doing getting suckered into these talks. I don’t need that kind of tarpit.
Yes. The problem is that the model was questions open by default, so you had exposure to the question before it could be properly be considered for inclusion. The Staging Ground fixed this, but too little (only applied to a small random sampling of questions) and way too late.
You complain, but actually the deck is heavily stacked in your favour: there is a 5-minute grace period on answers; plus you can submit the answer by yourself, regardless of your reputation score, while typical closures (not duplicates and not questions flagged and then seen by someone on the very small moderation team) require three high-rep users (and it used to be five) to agree.
However, the question was not "nuked": the OP gets at least 9 days to fix it and submit for reconsideration before the system deletes it automatically (unless it's so bad that multiple even higher rep users take even further consensus action, on the belief that it fundamentally can't be fixed: see https://meta.stackoverflow.com/questions/426214/when-is-it-a...).
And this overwhelmingly was not done "by mods". It's done by people who acquired significant reputation (of course, this also generally describes the mods), typically by answering many questions.
And they get confident lies back 2/10 times, not enough to make them constantly question the answers, but just enough to _really_ mess with them over time. And not just that, almost no new good questions and answers are created anymore for the next iterations of LLM's to train on, so they'll be consuming more and more AI-centered SEO slop until that ratio becomes so high it becomes useless. But by then most of us who used to answer human questions won't give a s*t anymore. You reap what you sow.
Best of both worlds? I disagree vehemently. At least my job is secure; experts with decades of experience are in high demand, and I can be even more selective who I decide to work for. I'm done contributing for free to the corpo Internet though.
Stackoverflow was never about getting the best code and neither are LLMs. People ask questions to figure out how to do something. If an LLM provides an answer that doesn't work, then they will just ask it to do it another way and hope that one works. Experts will always be in high demand, but on the other side there are a lot of jobs that just want a working product, even if it's not well made.
Nowadays when I do a conventional search for information, the results on all sorts of topics are dominated by obviously LLM slop articles trying their hardest to SEO by padding out the page with tons of tangential dreck. When I can actually scroll through and glean the information I'm looking for, it's wrong in at least some subtle technical detail a significant fraction of the time, yes.
And then, the other day someone showed an example of a "how to configure WireGuard" article, padded to hell, in LLM house style, aimlessly wandering... being hosted on the webpage of a industrial company selling products made out of wire meshes.
No doubt AI slop is a problem. Writing well with AIs is a skill -- there are lots of people who are uncritically just copy/pasting whatever the AI produced on first draft onto the web. But I'd argue that's a "content" problem rather than an AI problem - i.e. the imperative just to publish something to wrap ads around.
You _can_ write well with AI. You _can_ also create good products with AI. It's a tool. You need to learn how to use it.
> You _can_ also create good products with AI. It's a tool. You need to learn how to use it.
The incentives to do so are seriously lacking, however. A big part of why SO had to ban LLM content so firmly is that otherwise hordes of people will literally copy someone else's question into ChatGPT, and copy its answer back into the answer submission form in the hopes of getting some reputation points. It was much worse for bounties, of course, which had largely become ignored by anyone not doing that.
Mindless stackoverflow copy-pasting was a scourge of the programming world before. I can't imagine the same low quality stackoverflow answers mashed into slop being the best of any world...
Well put. It's maddening that people still don't get it 17 and a half years later. (It's interesting that Spolsky is giving the talk, since to my understanding Atwood was considerably more hard-line about it, and was always the one blogging about the high concept.)
I mostly chalk it up to UI affordances. The most obvious one: the site constantly presents an "Ask Question" button; it gives you a form to type in a question; people come to the site because they have a question, and it goes live to a general audience[1] as soon as it's posted. No amount of emphasis on search is ever going to override that.
Less obvious but much more important is that the community can't actually put information about community norms in front of new users, except by scolding them for mistakes. No matter how polite you are about giving people links to the tour[2] or to policies[3],
Then of course, they wanted the site to actually grow at the start, so we got that terribly conceived reputation system best described as Goodhart's law incarnate[4]. And it was far too successful at that early growth, such that if anyone actually understood the idea properly at the start, they were overwhelmed by new users (including the experts answering questions) and had no chance to instill a site culture. It took until 2012 or so until a significant chunk of the experts were getting frustrated with... all the same things they were historically frustrated with on actual forums; then we got the "What Stack Overflow is Not" incident[5]. A lot of the frustration was misdirected except for a general annoyance at certain stereotypes of typical users. It took until at least 2014, from my assessment of the old meta posts, for a real consensus to start emerging about what makes a good question, and even then there was a lot of confusion[6].
Newer sites like Codidact[7] have a chance to learn from this mess, establishing ideas about what good questions look like, and about site scope, from the start[8].
5. See https://meta.stackexchange.com/questions/137795. Back then I was actively using the site but not active on meta; I pretty well gave up in 2015 for largely unrelated (personal) reasons, then came back in mid 2019, coincidentally shortly before the Monica situation[9].
6. In particular, see 'How much research effort is expected of Stack Overflow users?' (https://meta.stackoverflow.com/questions/261592), originally authored 2013, and especially compare the original answers to newer ones. Notably there were also quite a few deleted answers on this one, for those of you with the reputation to view them. Also see 'How do I ask and answer homework questions?' (https://meta.stackoverflow.com/questions/334822) which largely misses the point: it's not so much about the ethics of someone cheating on homework, but about the question fitting the site model.
7. https://codidact.com , with subdomains for various topics. Notably, "programming" as a topic is not privileged; unlike how the Stack Exchange network started with Stack Overflow which still dominates everything else put together, software.codidact.com is just another section of the site. Full disclosure: I am a moderator for that section.
> StackOverflow was successful explicitly because of the people/question it excluded. The "toxicity" was the point.
This is a very charitable read of the situation. Much more likely is, as another commenter posted, a set of people experiencing a small amount of power for the first time immediately used it for status and took their "first opportunity to be the bully". Question quality and curation was always secondary to this.
> > The point of StackOverflow was explicitly not to help the question-askers, but to prioritize the people who would reach the question via Google.
It obviously was only tolerated because of that, as evidenced by the exodus the moment a viable alternative became available.
> Much more likely is, as another commenter posted, a set of people experiencing a small amount of power for the first time immediately used it for status and took their "first opportunity to be the bully". Question quality and curation was always secondary to this.
It always looks like this from the outside. Especially for those who don't understand what the quality standards are, or what the motivations are for having those standards.
There is a Code of Conduct and a flagging system for a reason.
> It obviously was only tolerated because of that, as evidenced by the exodus the moment a viable alternative became available.
This is not a contradiction or rebuttal. Every Internet community is allowed to decide its own objectives. Stack Overflow's was explicitly not "help the question-askers". It was brought into existence specifically because of the social problems, and lack of utility for later searchers, observed in "help the question-asker" environments (i.e., traditional discussion forums). Of course there was an exodus when it was no longer required to bother a human to make a natural-language query find the right information (more or less, most of the time). From Stack Overflow's perspective, that's just an improvement on conventional search, and no more of a problem than the fact that Google used to be good at indexing the site.
(I still don't understand why Firefox spell-check doesn't think "asker" and "answerer" are words. They're not in my /usr/dict/share/words, either. I've been speaking English for over four decades and I still hate it.)
Like so many things in American life these days, we've arrived at a "better solution" that extracts value from the past without producing a future. The decades of Stack Overflow answers fed into LLM training produce plausible answers for today. In 10 years what will the LLMs train on?
So much of life these days is purely extractive, trying to squeeze more money out of less productive activity. It's no wonder young people feel disillusioned and are increasingly focused on gambling and "investing" in meme stocks.
I think this is seeing the past with rose tinted glasses, it’s not like SO was on the cutting edge of computer science. The world is probably better off that we don’t need another 12 ways to develop a CRUD app or learn the framework of the month from gatekeepers with a bad attitude.
You must have been using SO different to me then. For me it was more like a Wikipedia for specific language errors, compiler/IDE issues etc.
Never once saw anyone discussing how to implement CRUD or claiming one framework was better than another. That was the point - concrete answers not opinions.
Most people's problems aren't the cutting edge of computer science. They're "what does this log mean" or "how do I do X in Y framework". These are answers LLMs are great at regurgitating based on a big corpus like Stack Overflow.
As the underlying software evolves the log messages will change and the APIs will change and the answers won't make sense anymore.
In fact, I think this is part of what lead to the downfall of SO.
The moderation could be very aggressive with "duplicate" posts getting closed fast. The problem is sometimes the "solution" in the duplicate was either irrelevant or dated. Things like telling someone to us jQuery in 2020.
If you lookup how to do any sort of standard front end operation there's a good chance the top SO answer will reference jQuery or some other outdated approach. I don't typically save these cases for future reference but have seen them many times and expect most people who have spent much time searching these topics have as well.
> The world is probably better off that we don’t need another 12 ways to develop a CRUD app or learn the framework of the month from gatekeepers with a bad attitude
Are you saying that because you don't like web apps or the frameworks that people use to make them, there shouldn't be a way for people to publicly ask questions about programming?
Is anyone actually doing that level of fine-tuning? My understanding of LLMs is that they shovel in all the code they can find regardless of quality and let the Lord sort it out.
If you truly believe that the ai companies, who have used essentially all of the worlds ip without asking for permission won’t use yours because you gave them $20 a month, I have some magic beans to sell you.
I do not know whether I'm misinterpreting this comment but:
Yes, the context from working sessions moves over the wire - claude "the model" doesn't work inside the CLI on your machine - it's an API service that the cli wraps.
I think they are positing that LLMs do not produce new thought. If a new framework (super magic new framework) is released, current LLMs will not be able to help.
Why wouldn't the LLM just read the source of the framework to answer questions directly? That's how I do things as a human. Given the appropriate background knowledge (which current LLMs are already extremely capable with), it should be pretty easy to understand what it's doing, and if it's not easy to understand the source, it's probably a bad framework.
I don't expect an LLM to have deep inbuilt knowledge of libraries. I expect it to be able to use a language server to find the right definitions and load them into context as needed. I expect it to have very deep inbuilt knowledge of computer science and architecture to make sense of everything it sees.
Because LLMs do not work like that - there's no "understanding" the source and answering questions, it simply "finds" similar results in its training data (matching it with the context) and regurgitates (some part of) it (+ other "noise").
Meaning as technology evolves and does things in novel ways, without explainers annotating it the LLM won't have anything to draw on - reducing the quality of answers. Which brings us full circle, what will companies use as training data without answers in places like SO?
I just downloaded "Degeneration in discriminantal arrangements", by Saito, Takuya from the journal "Advances in applied mathematics" dated November 2025 and fed it to Claude.
It not only explained the math but created a react app to demonstrate it. I'm not that can be explained by regurgitating part of it with noise.
I encourage you to try it with something of your own.
Abstract:
Discriminantal arrangements are hyperplane arrangements
that are generalization of braid arrangements. They are con-
structed from given hyperplane arrangements, but their com-
binatorics are not invariant under combinatorial equivalence.
However, it is known that the combinatorics of the discrimi-
nantal arrangements are constant on a Zariski open set of the
space of hyperplane arrangements. In the present paper, we
introduce (T, r)-singularity varieties in the space of hyper-
plane arrangements to classify discriminantal arrangements
and show that the Zariski open set is the complement of
(T, r)-singularity varieties. We study their basic properties
and operations and provide examples, including infinite fami-
lies of (T, r)-singularity varieties. In particular, the operation
that we call degeneration is a powerful tool for constructing
(T, r)-singularity varieties. As an application, we provide a
list of (T, r)-singularity varieties for spaces of small line ar-
rangements.
It's well known that even current LLMs do not perform well on logic games when you change the names / language used.
i.e. try asking it to swap the meanings of the words red and green and ask it to describe the colors in a painting and analyse it with color theory - notice how quickly the results degrade, often attributing "green" qualities to "red" since it's now calling it "green".
What this shows us is that training data (where the associations are made) plays a significant role in the level of answer an LLM can give, no matter how good your context is (at overriding the associations / training data). This demonstrates that training data is more important (for "novel" work) than context is.
Write "This sentence is green." in red sharpie and "This sentence is red" in green sharpie on a piece of paper. Show it to someone briefly and then hide it. Ask them what color the first sentence said it was and what color the second sentence was written in.
Another one: ask a person to say 'silk' 5 times, then ask them what cows drink.
Exploiting such quirks only tells you that you can trick people, not what their capabilities are.
The point isn't that you can trick an LLM, but that their capabilities are more strongly tied to training data than context. That's to say, when context and training disagree, training "wins". ("wins" isn't the correct wording, but hopefully you understand the point)
This poses a problem for new frameworks/languages/whatever that do things in a wholly different way since we'll be forced to rely on context that will contradict the training data that's available.
What is an example of a framework that does things in a wholly different way? Everything I'm familiar with is a variation on well explored ideas from the 60s-70s.
If you had someone familiar with every computer science concept, every textbook, every paper, etc. up to say 2010 (or even 2000 or earlier), along with deep experience using dozens of programming languages, and you sat them down to look at a codebase, what could you put in front of them that they couldn't describe to you with words they already know?
Even the differences between React and Svelte are big enough for this to be noticeable. And Svelte is actually present in the training data. Given the large amount of react training data, svelte performs significantly worse (yes, even when given the full official svelte llms.txt in the context)
But it doesn't pose a problem. You are extrapolating things that are not even correlated.
You started with 'they can't understand anything new' and then followed it up with 'because I can trick it with logic problems' which doesn't prove that.
Have you even tried doing what you say won't work?
If I make up a riddle and ask an LLM to solve it, it will perform worse than a riddle that is well known and whose solution will be found in the dataset. That's just a foundational component of how they work.
But it’s almost trivial for an LLM to generate every question and answer combo you could every come up with based on new documentation and new source code for a new framework. It doesn’t need StackOverflow anymore. It’s already miles ahead.
My recent experience with codex is that they absolutely do work that way today (this may be recent as in within the last couple months), and will autonomously decide to grep for things in your codebase to get context on changes you've asked for or questions you've asked. I've been pretty open to my manager about calling my upper management delusional with this stuff until very recently (in the sense that 6 months ago everything I tried was still a toy), but it's actually now reaching a tipping point that's drastically changing how I work.
LLM’s can already do this without training. I recently uploaded a manual for an internal system and it can perfectly answer questions from the context window.
So adding a new framework already doesn’t need human input. It’s artificial intelligence now, not a glorified search engine or autocomplete engine.
The issue here is borrowing from the future to pay for the present. The bicycle analogy (unless I'm missing something huge here) does not seem relevant at all.
How will CharGPT/CoPilot/whatever learn about the next great front-end framework? The LLMs know about existing frameworks by learning on existing content (from StackOverflow and elsewhere). If StackOverflow (and elsewhere) go away, there's nothing to provide a training material.
This may be a controversial take based on the last few years of SO discourse, but the strictness in SO was part of what made it a good resource.
For a question asker, it could be really toxic. I've had toxic responses as well. The problem is, there are _a lot_ of bad questions that would pollute that site otherwise.
For a case study into what it would look like if it invited all questions, look at many subreddits.
I'll occasionally go on /r/ObsidianMD to see if there are interesting product updates, but instead I just see questions that get re-asked _constantly_. There's a very bad culture around searching for previous thread for info on many subreddits. People also ask questions unrelated to the sub at all. I've seen so many times people asking questions about some Android specific problem unrelated to the issue. While ideally I'd like to help these people, it pollutes real questions, discussion, and most valuably to future users, the ability to properly search for previous discourse.
SO best acts as library of information. I will say, people on there could benefit from removing the rude tone (this is a trait I see in software engineers frequently, unfortunately). But closing activity when it's inappropriate or duplicate (which despite many testimonials, I have seen is more common than not) is a good habit IMO.
StackOverflow was great because it's not like a support forum or a mailing list. It's more like a repository of knowledge. It's been extremely helpful to me when arriving from Google, and I've gotten a couple useful responses to my own questions either. Awesome resource.
Where SO started failing in my opinion is when the "no duplicate questions" rule started to be interpreted as "it's a duplicate if the same or very similar question has ever been answered on the site". That caused too many questions to have outdated answers as the tech changes, best practices change and so on. C# questions have answers that were current for .NET Core 1.0 and should be modified. I have little webdev experience but I know JS has changed rapidly and significantly, so 2012 answers to JS questions are likely not good now.
This echoes my own experience. The very few times I attempted to post a question it was later flagged as duplicate, pointing to some other question which matched the keywords but didn't at all match the actual use case or problem. I don't know if this was the result of an automated process or zealous users, but it certainly put me off ever trying to engage with the community there.
> Where SO started failing in my opinion is when the "no duplicate questions" rule started to be interpreted as "it's a duplicate if the same or very similar question has ever been answered on the site".
What else could it mean? The entire point is that if you search for the question, you should always find the best version of that question. That only works by identifying it and routing all the others there.
> That caused too many questions to have outdated answers as the tech changes
You are, generally, supposed to put the new answer on the old question. (And make sure the question isn't written in a way that excludes new approaches. Limitations to use a specific library are generally not useful in the long term.)
Of course, working with some libraries and frameworks is practically like working in a different language; those get their own tags, and a question about doing it without that framework is considered distinct as long as everyone is doing their jobs properly. The meta site exists so that that kind of thing can be hashed out and agreed upon.
> C# questions have answers that were current for .NET Core 1.0 and should be modified.
No; they should be supplemented. The old answers didn't become wrong as long as the system is backwards-compatible.
The problem is mainly technical: Stack Overflow lacked a system to deprecate old answers, and for far too long the preferred sort was purely based on score. But this also roped in a social problem: high scores attract more upvotes naturally, and most users are heavily biased against downvoting anything. In short, Reddit effects.
> You are, generally, supposed to put the new answer on the old question
If you're asking the question, you don't know the new answer.
If you're not asking the question, you don't know the answer needs updating as it is 15 years old and has an accepted answer, and you didn't see the new question as it was marked as a dupe.
Even if you add the updated answer, it will have no votes and so has a difficult battle to be noticed with the accepted answer, and all the other answers that have gathered votes over the years.
> I'll occasionally go on /r/ObsidianMD to see if there are interesting product updates, but instead I just see questions that get re-asked _constantly_. There's a very bad culture around searching for previous thread for info on many subreddits.
My favorite is when searching for something I land on a thread where the only reply is "just search for the answer!"
> For a question asker, it could be really toxic. I've had toxic responses as well. The problem is, there are _a lot_ of bad questions that would pollute that site otherwise.
There were tons and tons of them anyway. If only we had the Staging Ground in 2012.
There should be a lesson for other communities but, unfortunately, there is none. StackOverflow used to be a fun and welcoming place in 2009. It became a toxic hellhole overtime
There are no obvious flows in the original design, and there were no endemic wrongdoings in the governance either. It just rotted slowly like any other community does. And nobody in the world knows how to keep communities from becoming toxic. There is simply no recipe. And that's why StackOverflow doesn't serve as a lesson either.
> And nobody in the world knows how to keep communities from becoming toxic. There is simply no recipe.
There's a recipe, it's just expensive. Intense moderation, exclude disruptive users, no grand plan for massive growth/inclusion.
StackOverflow did have intense moderation, but it also seemed to want to be a place where anyone could ask a question and that desire for mass inclusion competes with the desire to be moderated/curated and then there's issues.
Wikipedia is one of the only places I know that seems to have gotten this pretty much perfect.
I think the thing that ultimately made wikipedia work is that moderation actions are done pretty publicly with a heavy focus on citing sources. The problem a lot of these OG Web 2.0 sites have is many of them have focused on keeping moderation discussion and decisions as private as possible.
That, I think, is where SO failed. Someone can mark something as a dup and that's basically the end of discussion. I think that's also where sites like Reddit really struggle. A power tripping mod can destroy a community pretty quickly and they can hide their tracks by deleting comments of criticism.
It's one thing I think HN actually gets pretty right. It's a much smaller userbase, which helps, but also the mods here are both well known and they post the reasons for their actions. There's still some opacity, but the fact that mod decisions are mostly public seems to have worked well here.
Yes, that's exactly what I mean. Suppose HN allowed regular users to perform certain moderation actions. I use that and start powertripping and deleting all your posts, for instance. In that scenario, I expect dang would reach out to me pretty quickly and tell me to please stop doing that.
In that case, dang would be part of the "vetted set of mods" I mention with the power to overturn my decisions, because HN is paying him to make sure the site runs in line with its vision, even if that means disagreeing with the "ground-level" moderators.
I'm pretty sure you and I see eye to eye on this, given your other comments on the topic here.
> there were no endemic wrongdoings in the governance either
Once it became a product there was constant tension between community and management. A 24 year old PM who had never worked in software would come declare a sweeping change and then accuse the community for being toxic uninclusive trolls.
Also Joel violated all rules and norms and used it to promote his personal political platform.
And nobody in the world knows how to keep communities from becoming toxic.
Mostly true, but there are exceptions... HN is about as good as I've seen for a publicly accessible forum, but has very active moderation (both from Dang and team and a pretty good vote & flag mechanism).
The other good forums I've seen are all private and/or extremely niche and really only findable via word of mouth. And have very active moderation.
But, yeah, I think you're probably right for any sufficiently large forum. It'll trend to enshittification without very active management.
> HN is about as good as I've seen for a publicly accessible forum, but has very active moderation
I wonder how much of it is because of good moderation versus having a site that deliberately doesn't appeal to the masses. The layout is purely text (Aside from the small "Y" logo in the top). No embedded images or videos. Comment scores (aside from your own) are hidden, usernames aren't emphasized with bold, and there are no profile pictures, so karma farming is even more pointless (no pun intended) than on reddit. There's no visible score to give the dopamine from the knowledge of others seeing your high score.
In other words, a smaller community is easier to keep clean, and HN's design naturally keeps the community small.
>And nobody in the world knows how to keep communities from becoming toxic. There is simply no recipe. And that's why StackOverflow doesn't serve as a lesson either.
I think a well-moderated community can be non-toxic. Lobste.rs is a good if not extreme example: it's kind of a vouch system for the people you refer and there's pretty good moderation to prevent overly mean discussion.
HN itself is way better than people give credit to. The toxicity tends to be very isolated, and divisive topics disappear quickly from the front page.
I find that there's still a subset of users that make it worse than it should be, by making too much noise about "tangential annoyances—e.g. article or website formats, name collisions, or back-button breakage", but that is already against the rules/guidelines.
AFAIK, not a lot in HN gets outright removed. A decent amount of stuff will get flagged (and thus becomes invisible) especially when it's anywhere near politics.
But even in those spaces, few things end up actually being flagged even when the flames are burning hot.
> "Because I can get an answer from an LLM (which does need to be verified) in less than a minute versus the hours or days I would have to wait to get a toxic and potentially useless reply on stackoverflow. They should really downsize or just kill the company it’s a relic of the past and most developers won’t miss it."
To me, the value of StackOverflow is not in the ability to ask new questions, it's as a huge archive of questions that have already answered. Sure, new questions might be falling off and it might be decreasing in relevance, but that in no way means that a massively resource-intensive LLM regurgitating paragraphs of semi-duplicated text is better enough to justify canning it. (There's also the matter of all the other StackExchange sites, I have no idea what the state of the world is on those but I imagine they also have value in themselves.)
To this day, I find almost all of my low-level questions are still readily answered by StackOverflow, and it holds lots of discussion on higher-level questions that I find useful.
Does StackOverflow have an attitude problem? Absolutely. It is fair to say that most developers won't miss it? No.
I must be incredibly fortunate, I got a lot of good value from SO and have not experienced any of the toxicity that the author mentions here. I have written questions, comments, and answers.
This was my experience using StackOverflow. I've commented, asked questions, and received answers. Aside from a few questionable downvotes I received occasionally, I never felt like the community was toxic.
I can only speak for myself, but I very much resonate with this.
I was an active contributor on SO in the early days - it was fun to help folks out, and it was often the only way to get help when I needed it myself.
For me, it stopped being a place I wanted to visit when they made the decision to close any question that they didn't deem a perfect fit for their vision of SO. There was certainly some value to that around the edges, but the policy ended up being enforced so strictly that many interesting topics their audience would have found valuable were declared out-of-bounds. Questions I wanted answers to - and that were getting good answers! - would get closed, and so would interesting questions that I wanted to try to answer.
I tried a couple times to push back gently, and got piled on each time.
It stopped being fun, so I stopped going there. Shrug.
That's an interesting question! It's a question that real programmers might want to have answers to! And I had a very specific answer, based on real-world experience and data. But the question got closed as being off-topic.
Shrug. They get to make the site they want. It doesn't mean it's the site folks want to visit.
The question as written is still opinion-based (try instead something like "what negative consequences could occur from..."; the point is that the site should not be trying to weigh pros and cons for you, but just stating what they are, so that people can make their own decisions).
Anecdotally, I have used SO much less in recent years, but I think a lot of what gets labelled as toxicity is just dedicated curation. I remember asking my first question - I got a quick response that it wasn't well written and was likely a duplicate, and they were totally correct.
The next time I asked I made sure to put the work in beforehand to make sure it was well written and included any relevant info that someone would need, as well as linking potential duplicates and explaining the differences I had to them. That got a much better response and is more useful for future readers.
StackOverflow has been in a clear, strong decline for quite a while. LLMs just hammered in the final nail. It's very clear that they caused a substantial drop, but not as impactful as the years of stagnation and rise of competition.
That graph is number of questions asked being posted: very often the question already exists (although obviously with technology and frameworks changing over time, things aren't constant, and answers can be out of date at some point), so you don't need to post the question.
Also: Would LLMs be as good for answers if they hadn't been trained on scraping StackOverflow in the first place?
I very much disagree with the first point that there had somehow been a critical mass of questions achieved to explain the slowdown. With the change in tech, outdated answer, and increasing population of people writing code, I just don't buy it.
This topic has been beaten to death, but the defenders of the toxic environment (including the SO founders) have never understood why the environment they promoted killed SO.
It's not because people disliked the rudeness, though that didn't help and was never necessary. It's because the toxicity became the only goal. And the toxicity replaced both accuracy and usefulness.
I wanted to learn web development during the lockdown of 2020. First thing I learned was that SO was completely useless. Everything on there was wrong. Everything was wrong due to incompetent moderation that prevented bad information from being corrected. Everything new marked as a dupe even when the other post was wrong or irrelevant.
That killed SO. It was a decision of the founders and the mods. They took great pride in doing it, too.
The remaining community understands perfectly well why people have left. It's just deemed irrelevant.
Way too many people joined the site, way too quickly, based on a false understanding of the intended premise. Gradually they filtered themselves out as they realized the mistake. Those few who saw value in the actual idea remained.
It was always going to be relatively few people who truly want to participate in something like that. And that's fine. Ideas don't have to be popular to be worthwhile or valid.
Exactly. I dare to say that it was a matter of UX. The experience i got was that you arrived at a SO question from Google and the accepted answer was from years ago and irrelevant at the present time.
They did a quick patch by letting you sort answers by some attribute, but darn, that's low effort product/ux dev. What did those teams do in 10 years??
A more interesting metric is a steadily declining percentage of answered questions. It used to be above 90% in the first year and since then dropped to 35% but stabilized around this number for the last 2-3 years.
I feel this topic is approaching circlejerk status. Basically any mention of StackOverflow on HN/Reddit is just teeing up everyone to go on about how the SO moderators are the worst people ever.
I have always wondered this. As more and more content on the internet becomes AI generated, does it become some kind of feedback loop where the hallucinations amplify themselves? Maybe someone smart can come along and help me understand the plan for this, if there is one.
You are now often debugging problems directly in an LLM context window, providing back console output, error logs, etc. there is an absolute mountain of data to mine from developer chat logs.
> "Recently, a graph of the total number of Stack Overflow questions over time started making rounds on the internet"
Isn't that a graph of questions per timeframe, not total questions? If it was total questions, that would imply a massive cull of existing questions, not a decline in usage
one thing that grabbed me right away about chat gpt is how it understood my question. it wasn't obtuse, let alone intentionally so. it wasn't pedantic; it just helped. And without a side dish of attitude.
I get the point of moderating things, try to reduce duplication, low-effort, etc... but it is funny the gut reaction I feel (angry) when my post is auto-deleted (Reddit for example). For SO I remember having questions get blocked and accounts being blocked from downvoted questions. But I understand too, I could have researched more, it's one of those "I want the immediate reward/answer" vs. searching the old questions.
This actually could be a good argument for LLMs, you won't get told your question is dumb.
> This actually could be a good argument for LLMs, you won't get told your question is dumb.
It is.
The consensus in the meta community is basically: we don't want AI on the site (although clearly the owners do); people who would benefit from generative AI can get basically all its benefit by using it off-site, as it's heavily trained on Stack Overflow (and agents can presumably search it) anyway. It's fine if people use that off-site; it keeps out unsuitable questions and is basically filling the role that conventional search used to before Google got so enshittified.
In retrospect they should have allowed dupes so that new wave of moderators (and new users) had place to grow. It's like in that mice utopia. Same way it got killed.
This is a prime example of why I prefer HN’s moderation. On SO, even though you’re objectively wrong — this is a link to a completely different site and discussing it from a different angle — your active participation on the site would probably have given you the ability to close this conversation and ruin the discussion for those interested. I’m glad that HN doesn’t allow that, so we can roll our eyes at the obviously incorrect tag and get back to participating without having the rug yanked out from under us.
There is nothing in the submitted article that isn't part of or significantly different than the large discussion already ongoing/passed. The discussion about toxic community etc. The short blog post is basically just another comment on that greater discussion. The discussion which is already over there. No need to split it up or repeat it again days later. It's a duplicate discussion.
I disagree, and that’s what I value here: you can add your tags, and we can opt to follow or ignore them as we see fit. That’s far better than the SO model of a site participant having the ability to shut down the conversation for everyone.
But also, a note: conversations are never finished. People talked about this broad topic yesterday, but I didn’t see it yesterday to be able to weigh in. I’m here today, saw this topic, and started talking about it with the other people who stumbled across it just now. I would be highly annoyed with a friend if I brought up an interesting subject and they replied that they’d already discussed it with someone else over dinner last night so there’s no need to talk about it again. I wasn’t there last night. Even if there was a recording of it, that would be a stale artifact I could interact with, other than to contact last night’s debaters and try to continue on with a subject they’d already finished with.
You're welcome to continue the 'unfinished' conversation over there. The thread isn't closed. This article isn't bringing anything new. And yet is forcing the thousands and thousands of HNers who saw the previous main discussion and news days ago to see it again? Sorry you weren't there, sorry you missed it. It's the bringing it up and repeating much of the discussion so soon that's the hinderance. Stuff moves pretty fast around here.
I think I'd prefer to have it here with people who are still engaged and actively discussing it, rather than whispering to ghosts in another thread that people have moved past.
But no one's forcing anyone to see this version of it. It's just a link they can skip past, although if enough people upvote this post to keep it on the front page, then apparently a significant chunk of the readership hasn't gotten tired of seeing it yet.
Sorry some of you missed it. And in particular with this one, a lot more people saw the original one and discussed it. It's a huge thread. And now just repeating alot of the talking points in that thread here because again, the submitted post isn't anything new, it's hardly a substantial blog post. Part of the dupe notice is to highlight that maybe your talking point was already covered recently in another thread. You are forcing us to see it again because you're pushing it onto the front page again and into a hundred feeds as if it's fresh. But it's not. It's just a split up/repeated thread about something from 4 days ago. Anyways, OP maybe didn't realize it but you've been around long enough to know things move fast around here.
On Stack Overflow, splitting the posts between two targets would be "ruining it", because there is an explicit goal of keeping that information together. But more importantly, the entire point there is not to have free-running, threaded discussion. Obviously the practices should be different here.
I'm not. A lot of moderators on SO thought that technology stayed the same from 2014 onward. So I'd often see questions that were exactly the same as the one I asked, but they'd be closed as a duplicate of a question that was subtly different in wording but totally different in technical content. And you would have had to be intimately aware of the systems the question was about to recognize the difference. Most of the moderators doing that did not know enough to be moderating. And so SO became a place where obsolete solutions got cemented in time and where once a question was answered somehow nobody ever tried to answer it again.
>Seems like the LLM training problem but just manifesting in humans.
There are people at the periphery of my life that I suspect are little more than biological LLMs. Their drivel has much in common with AI slop. I'm sure some of you have had similar experiences.
>Actually wonder if replacing all the moderators with LLM would be an improvement.
This might be like putting Skynet in charge of traffic court penalties.
That's what's odd to me. When you're composing a question it will dynamically show links to related answers. So the author has already seen possible duplicates, right? Yet them seem quick to play the Closed for Duplicate card.
The other thing is it will say, "New Contributor, be nice." and their question will have -5 or more downvotes. I think that's because the auto closer needed -5 to trigger or something. I could be wrong. Either way, to a newbie it just looks like they're piling on hate for no reason.
> When you're composing a question it will dynamically show links to related answers. So the author has already seen possible duplicates, right?
Okay, presumably you're familiar with the experience of seeing these links. When you saw them, how much effort did you put into opening them in new tabs and checking whether they answer your question? I'm guessing, not a lot. The UI affordance isn't great. The semantic search is just not very good (and it has to filter through massive piles of dreck) and it constantly updates; it shows you answer counts and doesn't try to sort or filter what it shows you for quality; but most importantly someone writing a question isn't expecting it, and checking it breaks the flow of drafting the question.
> Yet them seem quick to play the Closed for Duplicate card.
My experience has been that the very large majority of these closures are correct, and the large majority of closures complained about on the meta site are very obviously correct and the objections often boil down to trivialities and/or a general opposition to the idea of closing duplicates at all (without attempting to understand the reasons for doing so).
> The other thing is it will say, "New Contributor, be nice." and their question will have -5 or more downvotes. I think that's because the auto closer needed -5 to trigger or something. I could be wrong. Either way, to a newbie it just looks like they're piling on hate for no reason.
No. It's because the downvotes are for quality rating and are explicitly not intended as a rebuke to the OP, regardless of account age or reputation. Also because they affect sort order; because non-duplicates can't be immediately closed, people who want the question closed (note: the explicit, sole purpose of closing a question is to prevent it from receiving new answers) have a vested interest in hiding it from the sort of users who try to answer everything without heed to quality or suitability.
I'm not the one who was down voted or didn't check links.
The last time I started to ask a question I was able to rubber duck the answer so didn't need to post it.
And if I saw -3 votes as a newbie and then watched it go to -4 and -5, that sure feels like a rebuke. You see that every time stackoverflow comes up. People always comment about how mean they are, intended or not.
The chart is questions posted. Almost all my SO usage was looking at answers already posted. I only posted questions when I couldn’t find anything. I wonder if the pre-2023 decline is just because more and more of the questions people had were already covered.
There was already tension in, like, 2011 or 2012. If you check the meta site there's a huge volume of posts from 2014, including probably the majority of the "classics" that experienced curators trot out to try and explain policy to people. A lot of the time I think about how something has been a problem for years, and I search on the meta site for previous discussion, and find someone from 2014 saying that it had already been a problem for a while.
Yeah, I think I gave up on SO myself right around then. Maybe a little earlier. The combination of decreasing usefulness and increasing unpleasantness made it easy to walk away.
The sarcasm and rudeness to rookie questions was unbearable at times. Talking to new comers as if they were stupid. Those new comers become knowledgeable later on and i suspect many did not come back to that platform instead they are on reddit and various other platform where they are welcomed.
The whole premise of this is kinda wrong. Google killed SO more than anything else. Much like how they’re killing the rest of the web today. AI certainly didn’t help, but it is/was not the root cause, nor was the ‘toxic’ environment
The gamification was in large part misaligned with the site's objectives. It's a shame Atwood and Spolsky didn't realize the problems and didn't explicitly solicit and incorporate feedback about it basically ever. (Not that random user proposals were ever especially good, but.)
At Codidact we're trying to build systems that hand out privileges based on actions taken that are relevant to the privilege. There's still a reputation system but the per-user numbers are relatively de-emphasized. And posts are by default sorted by Wilson score, with separate up/down counts visible to everyone by default, so that downvotes on an upvoted post (and vice-versa) have meaningful effect and "bad" voting can be more easily corrected. There's also a system of "reactions" for posts so that people willing to put their username behind it can explicitly mark an answer as outdated or dangerous.
I've had countless questions closed and received even more patronizing comments from mods. I wonder who these people were and why were they empowered in such a way by StackOverflow the company.
I think StackOverflow could have been saved from turning into a toxic hellhole if they'd had AI and LLMs in the mid 2010s. No seriously, hear me out.
SO is infamous for overzealous mods closing questions left and right, calling you an idiot, and being generally unhelpful.
I think these mods were/are burned out by dealing with mostly idiotic questions all day. They default to suspicion and hostility.
If they'd had AI weeding out low quality questions before they ever got to a human (and not the rudimentary text classifiers that were the state of the art at the time) I think the mods would be a more helpful bunch.
They were on it in 2012! And no, it didn't help. The site's value was in providing users with answers to their questions, but that was never on the radar of the folks running SO. I guess they just assumed the free labor of the people that built the place would continue forever.
Edit: I even told them at the time that this was not the right way to proceed. They had no reason to close questions or even review them. All they needed was a holding pen where first-time questioners posted questions, and they needed to be promoted by users viewing them as worthy of an answer.
Speaking as someone that was a SO front-page contributor, and at one brief time the top of the pops on the C++ tag, I didn't think it was so bad. And you got a free t-shirt!
What you have to understand is the avalanche of low-quality questions that came in, pushed by "academics" who should have known better, telling students things like "just ask on SO - they will write it for you", which is bad on so many levels.
But when it got really bad was when the new owners, after Jeff & co sold out, took over. Woke nonsense sprouted everywhere, people with no technical knowledge did moderation. And, whoa, if you criticised this, you were banned. That's when I gave up.
How on earth did wokeness even come up there? You’d have zero notion of my political leanings if you only read the words I’d written there. How badly do you have to phrase a question or answer to have it downvoted for being not-woke? “So I’m trying to write a GET route in FastAPI, which has a great ass, by the way, amirite?, and I’m getting the error that…”
Wokeness is a control mechanism. If you tread one inch off the "correct" path (as any normal person is going to do occasionally), you will get stomped. For example:
[jane]
Using "delete this" is perfectly safe in C++
[neil]
Jane, not at all. For example .....
[moderator]
neil, i think you are disrespecting jane - 6 hour ban.
And I am not joking about this. But it was only the company employee moderators that did this, and they did it excessively. They also got rid of the few mods who knew how to mod and wouldn't toe the line.
The average answer writer on SO is not actually that toxic: really it's the voters.
The top answer will almost always be an explanation of why the asker is wrong to want to do the thing they want to do. But that's not most answers, or most answerers, just the top ones.
The bottom answer will almost always be an honest attempt to write code that answers the question. Sometimes the code doesn't work, or needs explanation: these problems will be solved a couple answers up from the bottom.
My technique for years has been to click the SO link in search results, then hit End on my keyboard to jump to the bottom of the page. This a little slower than reading a cached LLM answer, but faster than waiting for the LLMs to generate something.
StackOverflow was successful explicitly because of the people/question it excluded. The "toxicity" was the point. It was trying very very hard not to become Yahoo Questions. If you want to hear more about this you should watch Joel Spolsky's talk "The Cultural Anthropology of Stack Exchange": https://www.youtube.com/watch?v=LpGA2fmAHvM
The point of StackOverflow was explicitly not to help the question-askers, but to prioritize the people who would reach the question via Google. That's why so many people have bad stories about times they went to ask questions on StackOverflow: it was supposed to be very high-friction and there was supposed to be a high standard for the questions asked there.
Now with LLMs users get the best of both worlds. They don't need to use Google to find a high-quality StackOverflow question/answer AND they can ask any question even if it's been asked 1,000 times before or is low-quality or would lead to discussion rather than a singular answer.
As someone who did predominately use stack overflow through Google search… I remember that half the time the top result was someone asking the question I had, only for it to be duped to a different question that didn’t answer the original. So they failed there.
Yes, sometimes you search and find someone else's attempt to ask something that looks very much like your question, but it's duped to a different question. There are a few common failure modes:
* The originally asked question was very low quality; for example, it might have basically been a code dump and a "what's wrong?" where many things were wrong, one of which is what you were both asking about. Someone else may have decided that something else was the more proximate issue.
* The OP was confused, and didn't really have your question. Or the question title was misleading or clickbaity. These should get deleted, but they tend to get forgotten about for a variety of reasons.
* Sometimes two very different problems are described with all the same keywords, and it takes special effort to disentangle them. Even when the questions are properly separated, and even if every dupe is sent to the correct one of the two options, search engines can get confused. On the flip side, sometimes there are very different valid ways to phrase fundamentally the same question.
My favourite example of the latter: "How can I sort a list, according to where its elements appear in another list?" (https://stackoverflow.com/questions/18016827) is a very different question from "Given parallel lists, how can I sort one while permuting (rearranging) the other in the same way?" (https://stackoverflow.com/questions/9764298). But the latter is fundamentally the same problem as in "Sorting list according to corresponding values from a parallel list" (https://stackoverflow.com/questions/6618515). It's very easy to imagine how someone with one of these problems could find the wrong Q&A with a search engine. And there were a lot of other duplicate questions I found that were directed to the wrong one, and if the site were as active as it was in 2020, I'm sure it would still be happening.
And that's after the effort I (and others) put in to improve the prose and especially the titles, and add reference sections. The original titles for these questions were, respectively: "python sort list based on key sorted list"; "Is it possible to sort two lists(which reference each other) in the exact same way?"; "Sorting list based on values from another list?". No wonder people didn't get what they wanted.
I have not had that experience, most of the time the duplicate question was answered, but to address the argument, it seems like it would be correct to mark a question as duplicate even if the original isn't answered. Why should there be two instances of the same question with no answer as opposed to one instance with no answer?
> I remember that half the time the top result was someone asking the question I had, only for it to be duped to a different question that didn’t answer the original.
This is an entirely different problem than toxicity is it not? Like, if the moderators are bad at their job that seems uniquely different than the moderators were mean to me while doing their job.
Not OP but I think it’s the same problem. Mods got a pat on the back for “curating” (i.e. quickly closing) incoming questions, so they leaned far too far toward closing them ASAP for specious reasons because it rewarded themselves.
Sure, there was a whole appeals process you could go through if you had infinite time and patience to beg the same cohort for permission, pretty please, to ask the question on the ask-the-question website, but the graph of people willing to do so over time looks a lot like their traffic graph.
There is no reward for closing questions.
The gamification is mostly via reputation, and only asking, answering (and very limited editing) grant reputation.
I disagree. Look at the moderator election threads[0] and a good chunk of the would-be mods’ stories are demonstrating how good they are at deleting and flagging and downvoting content.
And that stuff is important, but when it becomes a metric to optimize and brag about…
[0]https://stackoverflow.com/election/16
It's not an entirely different problem because the main method through which moderators are mean is in closing new questions as dupes. A more positive q&a community might "steel-man" the question and try to find what's different about it, but SO's culture leaned heavily towards essentially telling people "go away, you don't have anything new and worthwhile for us".
> It's not an entirely different problem because the main method through which moderators are mean is in closing new questions as dupes
This discussion needs a grounded definition of "toxic" then.
Elsewhere in this thread I see:
> I disagree with this. You can tell someone that a question is not appropriate for a community without being a jerk. Or you can tell them that there needs to be more information in a question without being a jerk. I do not think being mean is a prerequisite for successful curation of information.
So we're all speaking about different things it appears.
> This discussion needs a grounded definition of "toxic" then.
When I wrote about the issue on MSE (https://meta.stackexchange.com/a/394952/173477) a couple years ago I explicitly called out that the terminology is not productive. It generally seems to describe dissatisfaction with the user experience that results from a failure to meet the user's expectations; but the entire reason for the conflict is that the user's expectations are not aligned with what the existing community seeks to provide.
And yes, the ambiguity you note has been spammed all over the Internet (everywhere Stack Overflow is discussed) the entire time. Some people are upset about how things are done; others consider what is done to be inherently problematic. And you can't even clearly communicate about this. For example, someone who writes "You can tell someone that a question is not appropriate for a community without being a jerk." might have in mind "don't point people at the policy document as if they should have known better, and don't give specific interpretation as if their reading comprehension is lacking"; but might also have in mind "point people at the policy document, and give specific interpretation, because otherwise there's no way for them to know". Or it might be "say something nice, but don't close the question because that sends the wrong message inherently" (this interpretation is fundamentally misguided and fundamentally misunderstands both the purpose and consequences of question closure).
And yes, every now and then, the person making the complaint actually encountered someone who said something unambiguously nasty. For those cases, there is a flagging system and a Code of Conduct. (But most Code of Conduct violations come from new users complaining when they find out that they aren't entitled to an open, answered question. And that's bad enough that many people don't comment to explain closures specifically to avoid de-anonymizing themselves.)
1. They overwhelmingly are not moderators, and they are not doing moderation by closing questions. This is curation, and duplicate closures overwhelmingly are done by subject-matter experts: users with a gold badge in one or more of the tags originally applied to the question. The requirement for such a badge is based on answering questions:
> Earn at least 1000 total score for at least 200 non-community wiki answers in the $TAG tag. These users can single-handedly mark $TAG questions as duplicates and reopen them as needed.
So these are definitely not people averse to the idea of answering questions.
2. I can guarantee you that the overwhelming majority of these cases are not people trying to be "mean". Users are actively incentivized against closing duplicates, which has historically led to nowhere near enough duplicate questions being recognized and closed (although there have been many proposals to fix this). Dupe-hammering questions "to be mean" is considered abusive, and suspicion of it is grounds to go to the meta site and discuss the matter.
No, people close these questions because they genuinely believe the question is a duplicate, and genuinely believe they improve the site with this closure. It's important to understand that: a) people who ask a question are not entitled to a personalized answer; b) leaving duplicate questions open actively harms the site by allowing answers to get spread around, making it harder for the next person to find all the good ones; c) the Stack Overflow conception of duplication is not based on just what the OP understands or finds useful, but on what everyone else afterward will find useful.
For example, there are over a thousand duplicate links to https://stackoverflow.com/questions/45621722 , most of which is from my own effort — spending many consecutive days closing dozens of questions a day (and/or redirecting duplicate closures so that everything could point at a "canonical"). Yes, that's a question about how to indent Python code properly. I identified candidates for this from a search query and carefully reviewed each one, verifying the issue and sending other duplicates to more specific canonicals in many cases (such as https://stackoverflow.com/questions/10239668). And put considerable effort into improvements to questions and existing answers, writing my own answer, and adding links and guidelines for other curators so that they can choose more appropriate duplicate targets in some cases. I also looked at a wider search that probably had a fairly high false positive rate, but implies that there could be thousands more that I missed.
3. When your question is closed as a duplicate, you immediately get a link to an answer. You don't even need to wait for someone to write it! It's someone saying "here, I was able to find it for you, thanks perhaps to my familiarity with other people asking it".
4. Stack Overflow users really do "try to find what's different about" the question. It just... doesn't actually matter in a large majority of cases. "I need to do X with a tuple, not a list" — well, you do it the same way. "I need to Y the Xs" — well, it seems like you understand how to Y an X and the real problem is with finding the Xs; here's the existing Q&A about finding Xs; you shouldn't need someone else to explain how to feed that into your Y-the-things loop, or if you do, we can probably find a separate duplicate for that. Things like that happen constantly.
Sometimes a question shows up with multiple duplicates. This almost always falls into two patterns: the user is really asking multiple separate things (due to failing to try to break up a problem into logical steps) and each one is a duplicate; or the question is constantly asked but nobody knows a good version of the question, and gives multiple links to previous attempts out of frustration with constantly seeing it. (The latter is bad; someone is supposed to write the good version and send everything else there. But that typically requires behind-the-scenes coordination. Better would be if the first bad attempt got fixed, but you know.)
5. Closing a question is emphatically not about telling people to go away. The intended message (unless the question is off topic or the OP just made a typo or had a brainfart) is "please stay and fix this". However, it's perfectly reasonable that an explicit attempt to catalog and organize useful information treats redundant indices by pointing them at the same target rather than copies of the target. And questions are indices in the Q&A model.
I question the "failed" here. You did land on their pages, after all. You most probably also clicked on an internal link and moved to another of their pages, and then bounced off.
Man, what a perverted definition of success... They failed in being useful to the end users, but they damned sure made their engagement KPI look good, and also got a few ad impressions on the way.
Maybe my tone was not clear enough but I wasn't implying they did a great job for the end user, but they surely did for their revenue stream.
What you seem to overlook is that the people curating the site and setting up duplicate links don't see a penny of revenue. There is extreme misalignment between them and the actual stakeholders. Nowadays the site staff/owners are seen by the meta community basically as active saboteurs.
Which directly resulted in the answers (and even the questions) to get quickly out of date, providing jQuery w/IE11 compatibility still being the non-dupe approved "answer" in 2025.
They drove people away, on purpose, who were creating their content. Which was a successful strategy until it wasn't.
Sounds like Reddit to me. Topics closed, answers out of date, ask again, closed as dupe
The dream of decentralised moderation that came with Web 2.0.
In reality, the Venn diagram of people wishing to moderate online spaces for virtual points and petty bureaucrats that get off on making arbitrary rules is pretty much a circle.
I would agree, Reddit is in a slow death spiral. I'd point at bad management primarily. The main thing keeping them afloat may be lack of good competition.
The reddit death spiral is AI, bots, and brigading.
I think they've accelerated it by making it easy to make all comments private and by hamstringing moderators.
Part of that directly ties back to AI as well. The API limiting has a lot to do with making it hard to scrape reddit for data.
I definitely think that has made it worse, but Reddit was on the downward spiral before LLNs/Bots/etc for years. Keep in mind that ownership changed twice in the years before ChatGPT et al appeared, and the new owners didn't really understand the site.
> but Reddit was on the downward spiral before LLNs/Bots/etc for years. Keep in mind that ownership changed twice in the years before ChatGPT et al appeared, and the new owners didn't really understand the site.
Stack Overflow's situation, of course, is totally different. It only changed ownership once.
> the answers (and even the questions) to get quickly out of date, providing jQuery w/IE11 compatibility still being the non-dupe approved "answer" in 2025.
You are supposed to go to the existing question and post a new answer on it.
Answer approval means almost nothing and should never have been implemented. In the early days it helped experts spread out their attention, as there was an immediate signal that a question had at least one answer good enough for the OP. But there is really no reason to prioritize the OP's opinion like this. (The reputation system has been misaligned with the site's goals in many ways.)
I disagree with this. You can tell someone that a question is not appropriate for a community without being a jerk. Or you can tell them that there needs to be more information in a question without being a jerk. I do not think being mean is a prerequisite for successful curation of information.
As Ops person who has to tell people "This is terrible idea, we are not doing it.", I've always struggled with how to tell someone nicely "No" without them seeing it as "Well, I guess my idea delivery is off, my idea is fine though."
When dealing with those personalities, seems only way to get them to completely reconsider them approach is hard "F off". Which I why I understand old Linus T. Emails. They were clearly in response to someone acting like "I just need to convince them"
There are bad questions (and ideas, like you said). Stackoverflow tried to incentivize asking good, novel questions. You grow up often being told "there are no stupid questions" but that is absolutely not the case.
A good question isn't just "how do I do x in y language?" But something more like "I'm trying to do x in y language. Here's what I've tried: <code> and here is the issue I have <output or description of issue>. <More details as relevant>"
This does two things: 1. It demonstrates that the question ask-er actually cares about whatever it is they are doing, and it's just trying to get free homework answers. 2. Ideally it forces the ask-er to provide enough information that an answer-er can do so without asking follow ups.
I'm reminded of this link: http://www.catb.org/~esr/faqs/smart-questions.html
Biggest thing as someone who has been in Discords that are geared towards support, you can either gear towards new people or professionals but walking the line between both is almost impossible.
I believe in gearing towards teachers. Q&A sites are often at their best when the Q and A come from the same source. But it needs to be someone who understands that the Q is common and can speak the language of those who don't know the A. Unfortunately, not a common skillset (typically doesn't pay the bills).
> You grow up often being told "there are no stupid questions" but that is absolutely not the case.
There are no stupid questions, but there are stupid choices about whom to ask.
Often the right choice is yourself.
The key part of your post is "has to tell people". Absolutely nobody on SO was obligated to respond to anything. The toxicity was a choice, and those doing it enjoyed it.
No, questions that don't meet the site's standards must be closed as quickly as possible, and it actively harms the site to ignore this duty.
Please read "How long should we wait for a poster to clarify a question before closing?" (https://meta.stackoverflow.com/questions/260263), especially my answer (https://meta.stackoverflow.com/a/425738/523612), and "Why should I help close "bad" questions that I think are valid, instead of helping the OP with an answer?" (https://meta.stackoverflow.com/questions/429808).
To play devil's advocate, I think some people confuse terse, succinct communication with being mean. I find this to be a common cultural difference between contributors from different backgrounds.
Personally I find a lot of "welcoming" language to be excessively saccharine and ultimately insincere. Something between being talked down to like I'm a child and corpo-slop. Ultimately I don't think there's necessarily a one-size-fits-all solution here and it's weird that some people expect that such a thing can or should exist.
Personally I'm not a fan of terse writing; if something's worth saying at all it's worth using suitably expressive language to describe it, and being short and cold with people isn't a good form of interpersonal communication in my view. Pleasantries are important for establishing mutual respect, if they're considered the baseline of politeness in a particular culture then it's overtly disrespectful to forgo them with strangers. Terseness is efficient for the writer certainly, but it's not necessarily for the reader.
Written like you're on one side of the cultural barrier and think that you have to be somehow naturally correct because that's what's natural to you. To others, that attitude is just arrogant and self-centered. Why should one particular culture dictate the behavior of everyone, and especially why should it be your culture?
What you call "establishing mutual respect" is just "insincere and shallow" to others. I do not believe for a second that a grocery store cashier wants to know how my day has been.
That's not what I mean, I don't like corpo-speak either. I mean just treating people like they're human beings, neither with affected shortness nor affected warmth. I really don't like the common notion that you have to be cold and short with people to be a good engineer, it makes the culture considerably less pleasant and more abrasive than it needs to be in my view.
I could just as well turn that around and say why should we all adopt your preference of unpleasantly curt communication? Is that not also an imposition of someone else's culture?
What if short isn't "cold" at all? That's a value you're projecting to it.
I understand there are cultures that value flowery speech more than mine. I'm asking you to stop using emotionally loaded words to describe how other people behave.
> To play devil's advocate, I think some people confuse terse, succinct communication with being mean.
I agree completely (this was part of my findings in https://meta.stackexchange.com/a/394952/173477).
I was a user of StackOverflow for quite a while. I appreciated the friction. It taught me how to ask better questions to the point where I'd be doing all the research needed to ask a good question and just solve it myself along the way. It's a skill that has made a world of difference in my career relative to my peers. Makes me want to reply to my coworkers simply with "Closed as Duplicate" or "Closed - Needs details or clarity".
Eh. I’m pretty highly ranked on SO, not stratospherically, but in the top 1% in a popular topic. I stopped going there waaaaayyyy before LLMs came on the scene because it stopped being fun. Perfectly good questions were closed before they could get traction. Answers were shot down because they weren’t phrased in the form of an MLA essay. It became the end result of how Wikipedia would look like if deletionist roomdwellers got their way and drove everyone else away.
Instead of a rich interaction forum, it became a gamified version of Appease The Asshole. I stopped playing when I realized I’d rather be doing almost anything else with my free time.
For me, SO is a proof that communities need a BDFL with a vision for how they should run, who is empowered to say “I appreciate your efforts but this isn’t how we want to do things here” and veto the ruiners. Otherwise you inevitably seem to end up with a self-elected bureaucracy that exists to keep itself in place, all else be damned.
(Bringing it back to a local example, I can’t imagine HN without dang and the new mods. Actually, I guess I can: it would look a lot like Reddit, which is fine if that’s what you’re into, but I vastly prefer the quality of conversation here, thanks.)
Fully agreed with your reason for leaving, but I'll throw in: it's absolutely terrible at showing time relevant information, seemingly on the theory that someone will dedup and edit every question and answer as it becomes history rather than helpful.
That became more and more clear as the site and content aged, and afaict they have done absolutely nothing to address it. So after a few years the site had good information... but often only if you had accidentally time traveled.
I had FAR too many cases where the correct answer now was much further down the page, and the highest rated (and correct at the time) answer was causing damage, and editing it to fix that would often be undone unless it was super obvious (if I even could). It shifted the site from "the most useful" to "everything still needs to be double checked off-site" and at that point any web search is roughly equivalent. And when it's not a destination for answers, it's not a destination for questions (or moderation) either.
Definitely. And interestingly, that sucked for authors of the old answers, too. I had a few highly ranked answers from around 2010 or so. Every now and then I’d get a new notification about someone telling me I was completely wrong and should be embarrassed. Look, my time traveling friend, that answer was perfectly reasonable when I wrote it 16 years ago. It’s not my fault that the ebbs and currents of SO pushed you to it today. I’d answer differently today, but I’m not going to go back and “fix” all my old suggestions to keep them up to date.
That’s the weird feedback loop from practically forcing new askers back to the old answers, which was bad for everyone involved.
The Android filesystem APIs are a perfect example of this. The old answers no longer work because Google keeps restricting what apps can do. If you're lucky, someone might post a comment or a new (non-accepted) answer.
2016: First, you make this call to get the list of files…
2026: We can get you a discount on the CASA audit you have to complete before you’re allowed to ask.
> For me, SO is a proof that communities need a BDFL with a vision for how they should run
That was Jeff Atwood. Who said a lot of very interesting things about how the site was explicitly intended to differ from traditional forums where "perfectly good" questions are constantly asked.
> Answers were shot down because they weren’t phrased in the form of an MLA essay.
This is absurd and I can't think of anything remotely like this happening in practice. The opposite is true: popular questions attract dozens of redundant, low-quality answers that re-state things that were said many years ago, list two different options from two other different previous answers, list a subset of options from some previous answers, describe some personal experience that ultimately led to applying someone else's answer with a trivial modification for personal circumstances unrelated to the actual subject of the question, etc. etc.
I would never ask a question on stack overflow because half the time it seemed to be flagged a dupe or for some other reason and it brought you closer to being disallowed to ask. I actually have answered a good amount of stack overflow questions to get a higher score but the overzealous question shutdowns totally had a chilling effect.
One thing that isn't talked about enough is the impact aggressive moderation had on people answering too.
If you were in the New queue, and found a question you could answer, by the time you posted your answer the question itself may have been nuked by mods making your answer/effect not seen by many.
Oh, man. That was kind of the end of the line for me, too. I’d get roped into conversations trying to defend the question, which wasn’t even mine, because I thought it was novel and interesting enough to be worth answering in the first place. And then I asked myself what I was doing getting suckered into these talks. I don’t need that kind of tarpit.
Yes. The problem is that the model was questions open by default, so you had exposure to the question before it could be properly be considered for inclusion. The Staging Ground fixed this, but too little (only applied to a small random sampling of questions) and way too late.
It's considered part of your responsibility, as someone answering questions, to understand the standards for closing questions (https://meta.stackoverflow.com/questions/417476) and the motivations behind those standards, and to skip over (better yet, flag or vote to close) those not meeting those standards (https://meta.stackoverflow.com/questions/429808).
You complain, but actually the deck is heavily stacked in your favour: there is a 5-minute grace period on answers; plus you can submit the answer by yourself, regardless of your reputation score, while typical closures (not duplicates and not questions flagged and then seen by someone on the very small moderation team) require three high-rep users (and it used to be five) to agree.
However, the question was not "nuked": the OP gets at least 9 days to fix it and submit for reconsideration before the system deletes it automatically (unless it's so bad that multiple even higher rep users take even further consensus action, on the belief that it fundamentally can't be fixed: see https://meta.stackoverflow.com/questions/426214/when-is-it-a...).
And this overwhelmingly was not done "by mods". It's done by people who acquired significant reputation (of course, this also generally describes the mods), typically by answering many questions.
And they get confident lies back 2/10 times, not enough to make them constantly question the answers, but just enough to _really_ mess with them over time. And not just that, almost no new good questions and answers are created anymore for the next iterations of LLM's to train on, so they'll be consuming more and more AI-centered SEO slop until that ratio becomes so high it becomes useless. But by then most of us who used to answer human questions won't give a s*t anymore. You reap what you sow.
Best of both worlds? I disagree vehemently. At least my job is secure; experts with decades of experience are in high demand, and I can be even more selective who I decide to work for. I'm done contributing for free to the corpo Internet though.
Stackoverflow was never about getting the best code and neither are LLMs. People ask questions to figure out how to do something. If an LLM provides an answer that doesn't work, then they will just ask it to do it another way and hope that one works. Experts will always be in high demand, but on the other side there are a lot of jobs that just want a working product, even if it's not well made.
> And they get confident lies back 2/10 times
That _might_ have been true in 2023.
If you think it's not true today, it's just the Gell-Mann amnesia effect.
You're claiming 20% of LLM responses are hallucinations, today?
Nowadays when I do a conventional search for information, the results on all sorts of topics are dominated by obviously LLM slop articles trying their hardest to SEO by padding out the page with tons of tangential dreck. When I can actually scroll through and glean the information I'm looking for, it's wrong in at least some subtle technical detail a significant fraction of the time, yes.
And then, the other day someone showed an example of a "how to configure WireGuard" article, padded to hell, in LLM house style, aimlessly wandering... being hosted on the webpage of a industrial company selling products made out of wire meshes.
No doubt AI slop is a problem. Writing well with AIs is a skill -- there are lots of people who are uncritically just copy/pasting whatever the AI produced on first draft onto the web. But I'd argue that's a "content" problem rather than an AI problem - i.e. the imperative just to publish something to wrap ads around.
You _can_ write well with AI. You _can_ also create good products with AI. It's a tool. You need to learn how to use it.
> You _can_ also create good products with AI. It's a tool. You need to learn how to use it.
The incentives to do so are seriously lacking, however. A big part of why SO had to ban LLM content so firmly is that otherwise hordes of people will literally copy someone else's question into ChatGPT, and copy its answer back into the answer submission form in the hopes of getting some reputation points. It was much worse for bounties, of course, which had largely become ignored by anyone not doing that.
> Now with LLMs users get the best of both worlds
Mindless stackoverflow copy-pasting was a scourge of the programming world before. I can't imagine the same low quality stackoverflow answers mashed into slop being the best of any world...
The toxicity was the point?
That's a psychopathic take on the matter, I'm sorry.
Nothing or no one forced anyone to be harsh to other human beings. That was a deliberate choice by a bunch of sociopaths
Well put. It's maddening that people still don't get it 17 and a half years later. (It's interesting that Spolsky is giving the talk, since to my understanding Atwood was considerably more hard-line about it, and was always the one blogging about the high concept.)
I mostly chalk it up to UI affordances. The most obvious one: the site constantly presents an "Ask Question" button; it gives you a form to type in a question; people come to the site because they have a question, and it goes live to a general audience[1] as soon as it's posted. No amount of emphasis on search is ever going to override that.
Less obvious but much more important is that the community can't actually put information about community norms in front of new users, except by scolding them for mistakes. No matter how polite you are about giving people links to the tour[2] or to policies[3],
Then of course, they wanted the site to actually grow at the start, so we got that terribly conceived reputation system best described as Goodhart's law incarnate[4]. And it was far too successful at that early growth, such that if anyone actually understood the idea properly at the start, they were overwhelmed by new users (including the experts answering questions) and had no chance to instill a site culture. It took until 2012 or so until a significant chunk of the experts were getting frustrated with... all the same things they were historically frustrated with on actual forums; then we got the "What Stack Overflow is Not" incident[5]. A lot of the frustration was misdirected except for a general annoyance at certain stereotypes of typical users. It took until at least 2014, from my assessment of the old meta posts, for a real consensus to start emerging about what makes a good question, and even then there was a lot of confusion[6].
Newer sites like Codidact[7] have a chance to learn from this mess, establishing ideas about what good questions look like, and about site scope, from the start[8].
1. Notwithstanding more recent efforts, like the Staging Ground and now a new "question type" feature (https://meta.stackoverflow.com/questions/435293) which seems to have been recently rolled back in preparation for something bigger (https://meta.stackoverflow.com/questions/437856), and the various attempts to force AI into the process, etc.
2. https://stackoverflow.com/tour
3. Especially things like 'Under what circumstances may I add "urgent" or other similar phrases to my question, in order to obtain faster answers?' (https://meta.stackoverflow.com/questions/326569) and 'Why is "Can someone help me?" not a useful question?' (https://meta.stackoverflow.com/questions/284236). See also https://news.ycombinator.com/item?id=46485817 .
4. https://meta.stackexchange.com/questions/387356/the-stack-ex... ; the anchor is for my own answer but please scroll around and read other points of view.
5. See https://meta.stackexchange.com/questions/137795. Back then I was actively using the site but not active on meta; I pretty well gave up in 2015 for largely unrelated (personal) reasons, then came back in mid 2019, coincidentally shortly before the Monica situation[9].
6. In particular, see 'How much research effort is expected of Stack Overflow users?' (https://meta.stackoverflow.com/questions/261592), originally authored 2013, and especially compare the original answers to newer ones. Notably there were also quite a few deleted answers on this one, for those of you with the reputation to view them. Also see 'How do I ask and answer homework questions?' (https://meta.stackoverflow.com/questions/334822) which largely misses the point: it's not so much about the ethics of someone cheating on homework, but about the question fitting the site model.
7. https://codidact.com , with subdomains for various topics. Notably, "programming" as a topic is not privileged; unlike how the Stack Exchange network started with Stack Overflow which still dominates everything else put together, software.codidact.com is just another section of the site. Full disclosure: I am a moderator for that section.
8. See for example https://software.codidact.com/posts/285035/289176#answer-289... ; https://software.codidact.com/posts/291064 ; https://software.codidact.com/posts/284979 ; https://software.codidact.com/posts/292960 ; https://software.codidact.com/posts/294610 ; https://meta.codidact.com/posts/289910 ; https://meta.codidact.com/posts/290028 ; https://meta.codidact.com/posts/291121/291156#answer-291156 ; https://meta.codidact.com/posts/289687 ; https://meta.codidact.com/posts/289951 ; https://meta.codidact.com/posts/284169. Yes, this is a carefully hand-picked list. I have a fairly clear mental image of one more but was somehow unable to search for it.
9. See https://meta.stackexchange.com/questions/333965 and many others. It's a deep rabbit hole. It's also the triggering incident leading to the creation of Codidact[7].
> StackOverflow was successful explicitly because of the people/question it excluded. The "toxicity" was the point.
This is a very charitable read of the situation. Much more likely is, as another commenter posted, a set of people experiencing a small amount of power for the first time immediately used it for status and took their "first opportunity to be the bully". Question quality and curation was always secondary to this.
> > The point of StackOverflow was explicitly not to help the question-askers, but to prioritize the people who would reach the question via Google.
It obviously was only tolerated because of that, as evidenced by the exodus the moment a viable alternative became available.
> Much more likely is, as another commenter posted, a set of people experiencing a small amount of power for the first time immediately used it for status and took their "first opportunity to be the bully". Question quality and curation was always secondary to this.
It always looks like this from the outside. Especially for those who don't understand what the quality standards are, or what the motivations are for having those standards.
There is a Code of Conduct and a flagging system for a reason.
> It obviously was only tolerated because of that, as evidenced by the exodus the moment a viable alternative became available.
This is not a contradiction or rebuttal. Every Internet community is allowed to decide its own objectives. Stack Overflow's was explicitly not "help the question-askers". It was brought into existence specifically because of the social problems, and lack of utility for later searchers, observed in "help the question-asker" environments (i.e., traditional discussion forums). Of course there was an exodus when it was no longer required to bother a human to make a natural-language query find the right information (more or less, most of the time). From Stack Overflow's perspective, that's just an improvement on conventional search, and no more of a problem than the fact that Google used to be good at indexing the site.
(I still don't understand why Firefox spell-check doesn't think "asker" and "answerer" are words. They're not in my /usr/dict/share/words, either. I've been speaking English for over four decades and I still hate it.)
Like so many things in American life these days, we've arrived at a "better solution" that extracts value from the past without producing a future. The decades of Stack Overflow answers fed into LLM training produce plausible answers for today. In 10 years what will the LLMs train on?
So much of life these days is purely extractive, trying to squeeze more money out of less productive activity. It's no wonder young people feel disillusioned and are increasingly focused on gambling and "investing" in meme stocks.
I think this is seeing the past with rose tinted glasses, it’s not like SO was on the cutting edge of computer science. The world is probably better off that we don’t need another 12 ways to develop a CRUD app or learn the framework of the month from gatekeepers with a bad attitude.
You must have been using SO different to me then. For me it was more like a Wikipedia for specific language errors, compiler/IDE issues etc.
Never once saw anyone discussing how to implement CRUD or claiming one framework was better than another. That was the point - concrete answers not opinions.
Most people's problems aren't the cutting edge of computer science. They're "what does this log mean" or "how do I do X in Y framework". These are answers LLMs are great at regurgitating based on a big corpus like Stack Overflow.
As the underlying software evolves the log messages will change and the APIs will change and the answers won't make sense anymore.
In fact, I think this is part of what lead to the downfall of SO.
The moderation could be very aggressive with "duplicate" posts getting closed fast. The problem is sometimes the "solution" in the duplicate was either irrelevant or dated. Things like telling someone to us jQuery in 2020.
People keep saying this specifically about jQuery, but without any object examples.
If you lookup how to do any sort of standard front end operation there's a good chance the top SO answer will reference jQuery or some other outdated approach. I don't typically save these cases for future reference but have seen them many times and expect most people who have spent much time searching these topics have as well.
> The world is probably better off that we don’t need another 12 ways to develop a CRUD app or learn the framework of the month from gatekeepers with a bad attitude
Are you saying that because you don't like web apps or the frameworks that people use to make them, there shouldn't be a way for people to publicly ask questions about programming?
Why, us of course.
The results of your claude code session, for example, make fine training data.
Did the user commit the final answer? What changes were made before they did?
Is anyone actually doing that level of fine-tuning? My understanding of LLMs is that they shovel in all the code they can find regardless of quality and let the Lord sort it out.
> The results of your claude code session, for example, make fine training data.
Does Claude code copy your repository onto its server?
If you truly believe that the ai companies, who have used essentially all of the worlds ip without asking for permission won’t use yours because you gave them $20 a month, I have some magic beans to sell you.
I do not know whether I'm misinterpreting this comment but:
Yes, the context from working sessions moves over the wire - claude "the model" doesn't work inside the CLI on your machine - it's an API service that the cli wraps.
No -- but your follow-up interactions would, and that's something that could be cleaned and filtered upon.
Edit: I also mean to imply that maybe this could be more observable in the future. Opt-in, of course.
[dead]
> . In 10 years what will the LLMs train on?
Hopefully Reasoning is much better that training on original code and API docs are sufficient
> In 10 years what will the LLMs train on?
Why do people think this is necessary? When you learn new things, like bicycling, you don't start with relearning how to walk.
I think they are positing that LLMs do not produce new thought. If a new framework (super magic new framework) is released, current LLMs will not be able to help.
Why wouldn't the LLM just read the source of the framework to answer questions directly? That's how I do things as a human. Given the appropriate background knowledge (which current LLMs are already extremely capable with), it should be pretty easy to understand what it's doing, and if it's not easy to understand the source, it's probably a bad framework.
I don't expect an LLM to have deep inbuilt knowledge of libraries. I expect it to be able to use a language server to find the right definitions and load them into context as needed. I expect it to have very deep inbuilt knowledge of computer science and architecture to make sense of everything it sees.
Because LLMs do not work like that - there's no "understanding" the source and answering questions, it simply "finds" similar results in its training data (matching it with the context) and regurgitates (some part of) it (+ other "noise").
Meaning as technology evolves and does things in novel ways, without explainers annotating it the LLM won't have anything to draw on - reducing the quality of answers. Which brings us full circle, what will companies use as training data without answers in places like SO?
I just downloaded "Degeneration in discriminantal arrangements", by Saito, Takuya from the journal "Advances in applied mathematics" dated November 2025 and fed it to Claude.
It not only explained the math but created a react app to demonstrate it. I'm not that can be explained by regurgitating part of it with noise.
I encourage you to try it with something of your own.
Abstract:
Discriminantal arrangements are hyperplane arrangements that are generalization of braid arrangements. They are con- structed from given hyperplane arrangements, but their com- binatorics are not invariant under combinatorial equivalence. However, it is known that the combinatorics of the discrimi- nantal arrangements are constant on a Zariski open set of the space of hyperplane arrangements. In the present paper, we introduce (T, r)-singularity varieties in the space of hyper- plane arrangements to classify discriminantal arrangements and show that the Zariski open set is the complement of (T, r)-singularity varieties. We study their basic properties and operations and provide examples, including infinite fami- lies of (T, r)-singularity varieties. In particular, the operation that we call degeneration is a powerful tool for constructing (T, r)-singularity varieties. As an application, we provide a list of (T, r)-singularity varieties for spaces of small line ar- rangements.
* https://doi.org/10.1016/j.aam.2025.103001
* https://imgur.com/jjfFNMI.png
You’re talking about ChatGPT 2.0 and severely underestimate the capabilities of today’s models.
It's well known that even current LLMs do not perform well on logic games when you change the names / language used.
i.e. try asking it to swap the meanings of the words red and green and ask it to describe the colors in a painting and analyse it with color theory - notice how quickly the results degrade, often attributing "green" qualities to "red" since it's now calling it "green".
What this shows us is that training data (where the associations are made) plays a significant role in the level of answer an LLM can give, no matter how good your context is (at overriding the associations / training data). This demonstrates that training data is more important (for "novel" work) than context is.
Write "This sentence is green." in red sharpie and "This sentence is red" in green sharpie on a piece of paper. Show it to someone briefly and then hide it. Ask them what color the first sentence said it was and what color the second sentence was written in.
Another one: ask a person to say 'silk' 5 times, then ask them what cows drink.
Exploiting such quirks only tells you that you can trick people, not what their capabilities are.
The point isn't that you can trick an LLM, but that their capabilities are more strongly tied to training data than context. That's to say, when context and training disagree, training "wins". ("wins" isn't the correct wording, but hopefully you understand the point)
This poses a problem for new frameworks/languages/whatever that do things in a wholly different way since we'll be forced to rely on context that will contradict the training data that's available.
What is an example of a framework that does things in a wholly different way? Everything I'm familiar with is a variation on well explored ideas from the 60s-70s.
If you had someone familiar with every computer science concept, every textbook, every paper, etc. up to say 2010 (or even 2000 or earlier), along with deep experience using dozens of programming languages, and you sat them down to look at a codebase, what could you put in front of them that they couldn't describe to you with words they already know?
Even the differences between React and Svelte are big enough for this to be noticeable. And Svelte is actually present in the training data. Given the large amount of react training data, svelte performs significantly worse (yes, even when given the full official svelte llms.txt in the context)
But it doesn't pose a problem. You are extrapolating things that are not even correlated.
You started with 'they can't understand anything new' and then followed it up with 'because I can trick it with logic problems' which doesn't prove that.
Have you even tried doing what you say won't work?
If I make up a riddle and ask an LLM to solve it, it will perform worse than a riddle that is well known and whose solution will be found in the dataset. That's just a foundational component of how they work.
Yes you can trick it.
But it’s almost trivial for an LLM to generate every question and answer combo you could every come up with based on new documentation and new source code for a new framework. It doesn’t need StackOverflow anymore. It’s already miles ahead.
My recent experience with codex is that they absolutely do work that way today (this may be recent as in within the last couple months), and will autonomously decide to grep for things in your codebase to get context on changes you've asked for or questions you've asked. I've been pretty open to my manager about calling my upper management delusional with this stuff until very recently (in the sense that 6 months ago everything I tried was still a toy), but it's actually now reaching a tipping point that's drastically changing how I work.
LLM’s can already do this without training. I recently uploaded a manual for an internal system and it can perfectly answer questions from the context window.
So adding a new framework already doesn’t need human input. It’s artificial intelligence now, not a glorified search engine or autocomplete engine.
Who wrote the manual?
Which particular LLM was that?
The issue here is borrowing from the future to pay for the present. The bicycle analogy (unless I'm missing something huge here) does not seem relevant at all.
Why do you think source code and documentation are not enough for an LLM to train on?
Walking doesn't change as often as C++ standard.
Not sure I understand...
How will CharGPT/CoPilot/whatever learn about the next great front-end framework? The LLMs know about existing frameworks by learning on existing content (from StackOverflow and elsewhere). If StackOverflow (and elsewhere) go away, there's nothing to provide a training material.
This may be a controversial take based on the last few years of SO discourse, but the strictness in SO was part of what made it a good resource.
For a question asker, it could be really toxic. I've had toxic responses as well. The problem is, there are _a lot_ of bad questions that would pollute that site otherwise.
For a case study into what it would look like if it invited all questions, look at many subreddits.
I'll occasionally go on /r/ObsidianMD to see if there are interesting product updates, but instead I just see questions that get re-asked _constantly_. There's a very bad culture around searching for previous thread for info on many subreddits. People also ask questions unrelated to the sub at all. I've seen so many times people asking questions about some Android specific problem unrelated to the issue. While ideally I'd like to help these people, it pollutes real questions, discussion, and most valuably to future users, the ability to properly search for previous discourse.
SO best acts as library of information. I will say, people on there could benefit from removing the rude tone (this is a trait I see in software engineers frequently, unfortunately). But closing activity when it's inappropriate or duplicate (which despite many testimonials, I have seen is more common than not) is a good habit IMO.
StackOverflow was great because it's not like a support forum or a mailing list. It's more like a repository of knowledge. It's been extremely helpful to me when arriving from Google, and I've gotten a couple useful responses to my own questions either. Awesome resource.
Where SO started failing in my opinion is when the "no duplicate questions" rule started to be interpreted as "it's a duplicate if the same or very similar question has ever been answered on the site". That caused too many questions to have outdated answers as the tech changes, best practices change and so on. C# questions have answers that were current for .NET Core 1.0 and should be modified. I have little webdev experience but I know JS has changed rapidly and significantly, so 2012 answers to JS questions are likely not good now.
This echoes my own experience. The very few times I attempted to post a question it was later flagged as duplicate, pointing to some other question which matched the keywords but didn't at all match the actual use case or problem. I don't know if this was the result of an automated process or zealous users, but it certainly put me off ever trying to engage with the community there.
Please show examples. I'll be happy to try to explain what happened.
> Where SO started failing in my opinion is when the "no duplicate questions" rule started to be interpreted as "it's a duplicate if the same or very similar question has ever been answered on the site".
What else could it mean? The entire point is that if you search for the question, you should always find the best version of that question. That only works by identifying it and routing all the others there.
> That caused too many questions to have outdated answers as the tech changes
You are, generally, supposed to put the new answer on the old question. (And make sure the question isn't written in a way that excludes new approaches. Limitations to use a specific library are generally not useful in the long term.)
Of course, working with some libraries and frameworks is practically like working in a different language; those get their own tags, and a question about doing it without that framework is considered distinct as long as everyone is doing their jobs properly. The meta site exists so that that kind of thing can be hashed out and agreed upon.
> C# questions have answers that were current for .NET Core 1.0 and should be modified.
No; they should be supplemented. The old answers didn't become wrong as long as the system is backwards-compatible.
The problem is mainly technical: Stack Overflow lacked a system to deprecate old answers, and for far too long the preferred sort was purely based on score. But this also roped in a social problem: high scores attract more upvotes naturally, and most users are heavily biased against downvoting anything. In short, Reddit effects.
> You are, generally, supposed to put the new answer on the old question
If you're asking the question, you don't know the new answer.
If you're not asking the question, you don't know the answer needs updating as it is 15 years old and has an accepted answer, and you didn't see the new question as it was marked as a dupe.
Even if you add the updated answer, it will have no votes and so has a difficult battle to be noticed with the accepted answer, and all the other answers that have gathered votes over the years.
The duplicate flagging is definitely the most common bad moderation I saw on SO, for sure. Good point.
> I'll occasionally go on /r/ObsidianMD to see if there are interesting product updates, but instead I just see questions that get re-asked _constantly_. There's a very bad culture around searching for previous thread for info on many subreddits.
My favorite is when searching for something I land on a thread where the only reply is "just search for the answer!"
> For a question asker, it could be really toxic. I've had toxic responses as well. The problem is, there are _a lot_ of bad questions that would pollute that site otherwise.
There were tons and tons of them anyway. If only we had the Staging Ground in 2012.
There should be a lesson for other communities but, unfortunately, there is none. StackOverflow used to be a fun and welcoming place in 2009. It became a toxic hellhole overtime
There are no obvious flows in the original design, and there were no endemic wrongdoings in the governance either. It just rotted slowly like any other community does. And nobody in the world knows how to keep communities from becoming toxic. There is simply no recipe. And that's why StackOverflow doesn't serve as a lesson either.
> And nobody in the world knows how to keep communities from becoming toxic. There is simply no recipe.
There's a recipe, it's just expensive. Intense moderation, exclude disruptive users, no grand plan for massive growth/inclusion.
StackOverflow did have intense moderation, but it also seemed to want to be a place where anyone could ask a question and that desire for mass inclusion competes with the desire to be moderated/curated and then there's issues.
Wikipedia is one of the only places I know that seems to have gotten this pretty much perfect.
I think the thing that ultimately made wikipedia work is that moderation actions are done pretty publicly with a heavy focus on citing sources. The problem a lot of these OG Web 2.0 sites have is many of them have focused on keeping moderation discussion and decisions as private as possible.
That, I think, is where SO failed. Someone can mark something as a dup and that's basically the end of discussion. I think that's also where sites like Reddit really struggle. A power tripping mod can destroy a community pretty quickly and they can hide their tracks by deleting comments of criticism.
It's one thing I think HN actually gets pretty right. It's a much smaller userbase, which helps, but also the mods here are both well known and they post the reasons for their actions. There's still some opacity, but the fact that mod decisions are mostly public seems to have worked well here.
I’d reckon a set of mods with no superiority complex is one step though lol
And a vetted set of mods, put in place by the site’s leadership, with the power to overturn martinet decisions.
You mean, like, the actual moderators, overseeing the actions that people keep attributing to "moderators" who objectively are nothing of the sort?
It's honestly really frustrating to keep reading these takes.
Yes, that's exactly what I mean. Suppose HN allowed regular users to perform certain moderation actions. I use that and start powertripping and deleting all your posts, for instance. In that scenario, I expect dang would reach out to me pretty quickly and tell me to please stop doing that.
In that case, dang would be part of the "vetted set of mods" I mention with the power to overturn my decisions, because HN is paying him to make sure the site runs in line with its vision, even if that means disagreeing with the "ground-level" moderators.
I'm pretty sure you and I see eye to eye on this, given your other comments on the topic here.
There are working recipes, but they're pretty much antithetical to growth.
Shirky's "A Group is its Own Worst Enemy" is highly relevant here.
> there were no endemic wrongdoings in the governance either
Once it became a product there was constant tension between community and management. A 24 year old PM who had never worked in software would come declare a sweeping change and then accuse the community for being toxic uninclusive trolls.
Also Joel violated all rules and norms and used it to promote his personal political platform.
And nobody in the world knows how to keep communities from becoming toxic.
Mostly true, but there are exceptions... HN is about as good as I've seen for a publicly accessible forum, but has very active moderation (both from Dang and team and a pretty good vote & flag mechanism).
The other good forums I've seen are all private and/or extremely niche and really only findable via word of mouth. And have very active moderation.
But, yeah, I think you're probably right for any sufficiently large forum. It'll trend to enshittification without very active management.
Wikipedia is what I'd call out as the next best moderated site out there which is also huge.
I think a large part of that is due to moderation actions being very public and open for discussion on the "talk" page.
> HN is about as good as I've seen for a publicly accessible forum, but has very active moderation
I wonder how much of it is because of good moderation versus having a site that deliberately doesn't appeal to the masses. The layout is purely text (Aside from the small "Y" logo in the top). No embedded images or videos. Comment scores (aside from your own) are hidden, usernames aren't emphasized with bold, and there are no profile pictures, so karma farming is even more pointless (no pun intended) than on reddit. There's no visible score to give the dopamine from the knowledge of others seeing your high score.
In other words, a smaller community is easier to keep clean, and HN's design naturally keeps the community small.
>And nobody in the world knows how to keep communities from becoming toxic. There is simply no recipe. And that's why StackOverflow doesn't serve as a lesson either.
I think a well-moderated community can be non-toxic. Lobste.rs is a good if not extreme example: it's kind of a vouch system for the people you refer and there's pretty good moderation to prevent overly mean discussion.
HN itself is way better than people give credit to. The toxicity tends to be very isolated, and divisive topics disappear quickly from the front page.
I find that there's still a subset of users that make it worse than it should be, by making too much noise about "tangential annoyances—e.g. article or website formats, name collisions, or back-button breakage", but that is already against the rules/guidelines.
So much is removed that it gives a false appearance of consensus and harmony.
AFAIK, not a lot in HN gets outright removed. A decent amount of stuff will get flagged (and thus becomes invisible) especially when it's anywhere near politics.
But even in those spaces, few things end up actually being flagged even when the flames are burning hot.
This is not my experience. So many comments are flagged and removed. It’s just popularity.
I think it’s fine they are hidden by default. But unt we can see all removed comments we can’t understand the debate.
> I think it’s fine they are hidden by default. But unt we can see all removed comments we can’t understand the debate.
Do you have showdead on?
Yes. It’s not enough and I’m confused why.
Then how do you know that more comments are being removed?
Because I’m participating in those threads and then they go away.
/active vs the actual front page here are two very very very different experiences.
I really don't like this sentiment:
> "Because I can get an answer from an LLM (which does need to be verified) in less than a minute versus the hours or days I would have to wait to get a toxic and potentially useless reply on stackoverflow. They should really downsize or just kill the company it’s a relic of the past and most developers won’t miss it."
To me, the value of StackOverflow is not in the ability to ask new questions, it's as a huge archive of questions that have already answered. Sure, new questions might be falling off and it might be decreasing in relevance, but that in no way means that a massively resource-intensive LLM regurgitating paragraphs of semi-duplicated text is better enough to justify canning it. (There's also the matter of all the other StackExchange sites, I have no idea what the state of the world is on those but I imagine they also have value in themselves.)
To this day, I find almost all of my low-level questions are still readily answered by StackOverflow, and it holds lots of discussion on higher-level questions that I find useful.
Does StackOverflow have an attitude problem? Absolutely. It is fair to say that most developers won't miss it? No.
> To me, the value of StackOverflow is not in the ability to ask new questions, it's as a huge archive of questions that have already answered.
What made SO no longer useful to me, though, is that far too many of the existing answers are either obsolete or incorrect.
Related: Total monthly number of StackOverflow questions over time (1526 points, 3 days ago, 1004 comments) https://news.ycombinator.com/item?id=46482345
StackOverflow wasn't a toxic hellhole.
I struggle not to see the people describing it as full of exclusionary rants as telling on themselves.
Ditto
I mean, HN has a similar ethos. The community downvotes you quickly for nonproductive comments.
I must be incredibly fortunate, I got a lot of good value from SO and have not experienced any of the toxicity that the author mentions here. I have written questions, comments, and answers.
Stupid people hated stack overflow because it didn’t allow them to be lazy.
This was my experience using StackOverflow. I've commented, asked questions, and received answers. Aside from a few questionable downvotes I received occasionally, I never felt like the community was toxic.
I can only speak for myself, but I very much resonate with this.
I was an active contributor on SO in the early days - it was fun to help folks out, and it was often the only way to get help when I needed it myself.
For me, it stopped being a place I wanted to visit when they made the decision to close any question that they didn't deem a perfect fit for their vision of SO. There was certainly some value to that around the edges, but the policy ended up being enforced so strictly that many interesting topics their audience would have found valuable were declared out-of-bounds. Questions I wanted answers to - and that were getting good answers! - would get closed, and so would interesting questions that I wanted to try to answer.
I tried a couple times to push back gently, and got piled on each time.
It stopped being fun, so I stopped going there. Shrug.
If you're interested, a perfect example would be this question here ("should I enable application insights profiling on production Azure web apps"):
https://stackoverflow.com/questions/77855606/should-we-enabl...
That's an interesting question! It's a question that real programmers might want to have answers to! And I had a very specific answer, based on real-world experience and data. But the question got closed as being off-topic.
Shrug. They get to make the site they want. It doesn't mean it's the site folks want to visit.
Have you tried https://devops.stackexchange.com?
The question as written is still opinion-based (try instead something like "what negative consequences could occur from..."; the point is that the site should not be trying to weigh pros and cons for you, but just stating what they are, so that people can make their own decisions).
This sort of thing gets marked off topic because it pertains to the matter of hosting the program, rather than creating it. See also https://meta.stackoverflow.com/questions/425628, https://meta.stackoverflow.com/questions/276579, https://meta.stackoverflow.com/questions/271279 etc.
Anecdotally, I have used SO much less in recent years, but I think a lot of what gets labelled as toxicity is just dedicated curation. I remember asking my first question - I got a quick response that it wasn't well written and was likely a duplicate, and they were totally correct.
The next time I asked I made sure to put the work in beforehand to make sure it was well written and included any relevant info that someone would need, as well as linking potential duplicates and explaining the differences I had to them. That got a much better response and is more useful for future readers.
StackOverflow always wanted less low-quality questions, which is now the case. Whether they still receive some high-quality ones...
But I'm sure the website still receives a lot of views, as it still is highly ranked in Google.
Do we know that it's fewer low-quality questions? Or is that just assumed because it's fewer total questions?
That was a tongue-in-cheek inference from the number of new questions going to near zero.
Yeah, I'm fond of this graph personally: https://mastodon.social/@grahamperrin@bsd.cafe/1158357533238...
StackOverflow has been in a clear, strong decline for quite a while. LLMs just hammered in the final nail. It's very clear that they caused a substantial drop, but not as impactful as the years of stagnation and rise of competition.
A couple of thoughts:
That graph is number of questions asked being posted: very often the question already exists (although obviously with technology and frameworks changing over time, things aren't constant, and answers can be out of date at some point), so you don't need to post the question.
Also: Would LLMs be as good for answers if they hadn't been trained on scraping StackOverflow in the first place?
I very much disagree with the first point that there had somehow been a critical mass of questions achieved to explain the slowdown. With the change in tech, outdated answer, and increasing population of people writing code, I just don't buy it.
Hyper-cope.
But on your 2nd question,
>Would LLMs be as good for answers [...]
Yes.
This topic has been beaten to death, but the defenders of the toxic environment (including the SO founders) have never understood why the environment they promoted killed SO.
It's not because people disliked the rudeness, though that didn't help and was never necessary. It's because the toxicity became the only goal. And the toxicity replaced both accuracy and usefulness.
I wanted to learn web development during the lockdown of 2020. First thing I learned was that SO was completely useless. Everything on there was wrong. Everything was wrong due to incompetent moderation that prevented bad information from being corrected. Everything new marked as a dupe even when the other post was wrong or irrelevant.
That killed SO. It was a decision of the founders and the mods. They took great pride in doing it, too.
The founders have not been around for years.
The remaining community understands perfectly well why people have left. It's just deemed irrelevant.
Way too many people joined the site, way too quickly, based on a false understanding of the intended premise. Gradually they filtered themselves out as they realized the mistake. Those few who saw value in the actual idea remained.
It was always going to be relatively few people who truly want to participate in something like that. And that's fine. Ideas don't have to be popular to be worthwhile or valid.
Exactly. I dare to say that it was a matter of UX. The experience i got was that you arrived at a SO question from Google and the accepted answer was from years ago and irrelevant at the present time.
They did a quick patch by letting you sort answers by some attribute, but darn, that's low effort product/ux dev. What did those teams do in 10 years??
A more interesting metric is a steadily declining percentage of answered questions. It used to be above 90% in the first year and since then dropped to 35% but stabilized around this number for the last 2-3 years.
Source: https://meta.stackoverflow.com/questions/426250/unanswered-q...
Well, I was a top 2%er, and answered more questions than I asked, with about 20k, and I made a point to be nice to newbies
being mean is a personal choice, not a requirement. being courteous and considerate and being experienced or knowledgeable can both co exist
The correct way to use StackOverflow was not to ask questions there.
You either found your answer coming in from a search engine, or you pretend the site does not even exist.
I don't think it was supposed to be sustainable, but oh well.
It was explicitly supposed to be a thing that turns out to be inherently unsustainable.
But I'm not sure that Atwood and Spolsky (especially Atwood) realized that nature.
I feel this topic is approaching circlejerk status. Basically any mention of StackOverflow on HN/Reddit is just teeing up everyone to go on about how the SO moderators are the worst people ever.
Isn't this a sign that LLMs are self-cannibalizing? What data will LLMs be trained on when sites like StackOverflow die?
I have always wondered this. As more and more content on the internet becomes AI generated, does it become some kind of feedback loop where the hallucinations amplify themselves? Maybe someone smart can come along and help me understand the plan for this, if there is one.
They'll turn sites like wikipedia into free labor for training LLMs.
You are now often debugging problems directly in an LLM context window, providing back console output, error logs, etc. there is an absolute mountain of data to mine from developer chat logs.
> "Recently, a graph of the total number of Stack Overflow questions over time started making rounds on the internet"
Isn't that a graph of questions per timeframe, not total questions? If it was total questions, that would imply a massive cull of existing questions, not a decline in usage
"New questions over time", I suppose, was the intended phrasing; and yes.
Also, this is a new set of "rounds" it's making. Graphs like this have been getting shopped around off and on for a few years now.
Previous rounds of discussion famously include https://meta.stackoverflow.com/questions/433864 . The decline was even noted before ChatGPT, e.g. https://meta.stackoverflow.com/questions/413657.
one thing that grabbed me right away about chat gpt is how it understood my question. it wasn't obtuse, let alone intentionally so. it wasn't pedantic; it just helped. And without a side dish of attitude.
I disliked the pedantic nature of stackoverflow like the next guy but this seems like a naive take.
SO solved a problem, that problem is now gone
I get the point of moderating things, try to reduce duplication, low-effort, etc... but it is funny the gut reaction I feel (angry) when my post is auto-deleted (Reddit for example). For SO I remember having questions get blocked and accounts being blocked from downvoted questions. But I understand too, I could have researched more, it's one of those "I want the immediate reward/answer" vs. searching the old questions.
This actually could be a good argument for LLMs, you won't get told your question is dumb.
> This actually could be a good argument for LLMs, you won't get told your question is dumb.
It is.
The consensus in the meta community is basically: we don't want AI on the site (although clearly the owners do); people who would benefit from generative AI can get basically all its benefit by using it off-site, as it's heavily trained on Stack Overflow (and agents can presumably search it) anyway. It's fine if people use that off-site; it keeps out unsuitable questions and is basically filling the role that conventional search used to before Google got so enshittified.
In retrospect they should have allowed dupes so that new wave of moderators (and new users) had place to grow. It's like in that mice utopia. Same way it got killed.
[dupe] Discussion: https://news.ycombinator.com/item?id=46482345
This is a prime example of why I prefer HN’s moderation. On SO, even though you’re objectively wrong — this is a link to a completely different site and discussing it from a different angle — your active participation on the site would probably have given you the ability to close this conversation and ruin the discussion for those interested. I’m glad that HN doesn’t allow that, so we can roll our eyes at the obviously incorrect tag and get back to participating without having the rug yanked out from under us.
There is nothing in the submitted article that isn't part of or significantly different than the large discussion already ongoing/passed. The discussion about toxic community etc. The short blog post is basically just another comment on that greater discussion. The discussion which is already over there. No need to split it up or repeat it again days later. It's a duplicate discussion.
I disagree, and that’s what I value here: you can add your tags, and we can opt to follow or ignore them as we see fit. That’s far better than the SO model of a site participant having the ability to shut down the conversation for everyone.
But also, a note: conversations are never finished. People talked about this broad topic yesterday, but I didn’t see it yesterday to be able to weigh in. I’m here today, saw this topic, and started talking about it with the other people who stumbled across it just now. I would be highly annoyed with a friend if I brought up an interesting subject and they replied that they’d already discussed it with someone else over dinner last night so there’s no need to talk about it again. I wasn’t there last night. Even if there was a recording of it, that would be a stale artifact I could interact with, other than to contact last night’s debaters and try to continue on with a subject they’d already finished with.
You're welcome to continue the 'unfinished' conversation over there. The thread isn't closed. This article isn't bringing anything new. And yet is forcing the thousands and thousands of HNers who saw the previous main discussion and news days ago to see it again? Sorry you weren't there, sorry you missed it. It's the bringing it up and repeating much of the discussion so soon that's the hinderance. Stuff moves pretty fast around here.
I think I'd prefer to have it here with people who are still engaged and actively discussing it, rather than whispering to ghosts in another thread that people have moved past.
But no one's forcing anyone to see this version of it. It's just a link they can skip past, although if enough people upvote this post to keep it on the front page, then apparently a significant chunk of the readership hasn't gotten tired of seeing it yet.
Sorry some of you missed it. And in particular with this one, a lot more people saw the original one and discussed it. It's a huge thread. And now just repeating alot of the talking points in that thread here because again, the submitted post isn't anything new, it's hardly a substantial blog post. Part of the dupe notice is to highlight that maybe your talking point was already covered recently in another thread. You are forcing us to see it again because you're pushing it onto the front page again and into a hundred feeds as if it's fresh. But it's not. It's just a split up/repeated thread about something from 4 days ago. Anyways, OP maybe didn't realize it but you've been around long enough to know things move fast around here.
On Stack Overflow, splitting the posts between two targets would be "ruining it", because there is an explicit goal of keeping that information together. But more importantly, the entire point there is not to have free-running, threaded discussion. Obviously the practices should be different here.
Agreed.
I'm surprised at how non-obvious LLMs are for that decline chart. SO peaking in 2014 is not what I would have expected.
I'm not. A lot of moderators on SO thought that technology stayed the same from 2014 onward. So I'd often see questions that were exactly the same as the one I asked, but they'd be closed as a duplicate of a question that was subtly different in wording but totally different in technical content. And you would have had to be intimately aware of the systems the question was about to recognize the difference. Most of the moderators doing that did not know enough to be moderating. And so SO became a place where obsolete solutions got cemented in time and where once a question was answered somehow nobody ever tried to answer it again.
Seems like the LLM training problem but just manifesting in humans.
Actually wonder if replacing all the moderators with LLM would be an improvement.
>Seems like the LLM training problem but just manifesting in humans.
There are people at the periphery of my life that I suspect are little more than biological LLMs. Their drivel has much in common with AI slop. I'm sure some of you have had similar experiences.
>Actually wonder if replacing all the moderators with LLM would be an improvement.
This might be like putting Skynet in charge of traffic court penalties.
That's what's odd to me. When you're composing a question it will dynamically show links to related answers. So the author has already seen possible duplicates, right? Yet them seem quick to play the Closed for Duplicate card.
The other thing is it will say, "New Contributor, be nice." and their question will have -5 or more downvotes. I think that's because the auto closer needed -5 to trigger or something. I could be wrong. Either way, to a newbie it just looks like they're piling on hate for no reason.
> When you're composing a question it will dynamically show links to related answers. So the author has already seen possible duplicates, right?
Okay, presumably you're familiar with the experience of seeing these links. When you saw them, how much effort did you put into opening them in new tabs and checking whether they answer your question? I'm guessing, not a lot. The UI affordance isn't great. The semantic search is just not very good (and it has to filter through massive piles of dreck) and it constantly updates; it shows you answer counts and doesn't try to sort or filter what it shows you for quality; but most importantly someone writing a question isn't expecting it, and checking it breaks the flow of drafting the question.
> Yet them seem quick to play the Closed for Duplicate card.
My experience has been that the very large majority of these closures are correct, and the large majority of closures complained about on the meta site are very obviously correct and the objections often boil down to trivialities and/or a general opposition to the idea of closing duplicates at all (without attempting to understand the reasons for doing so).
> The other thing is it will say, "New Contributor, be nice." and their question will have -5 or more downvotes. I think that's because the auto closer needed -5 to trigger or something. I could be wrong. Either way, to a newbie it just looks like they're piling on hate for no reason.
No. It's because the downvotes are for quality rating and are explicitly not intended as a rebuke to the OP, regardless of account age or reputation. Also because they affect sort order; because non-duplicates can't be immediately closed, people who want the question closed (note: the explicit, sole purpose of closing a question is to prevent it from receiving new answers) have a vested interest in hiding it from the sort of users who try to answer everything without heed to quality or suitability.
I'm not the one who was down voted or didn't check links.
The last time I started to ask a question I was able to rubber duck the answer so didn't need to post it.
And if I saw -3 votes as a newbie and then watched it go to -4 and -5, that sure feels like a rebuke. You see that every time stackoverflow comes up. People always comment about how mean they are, intended or not.
The chart is questions posted. Almost all my SO usage was looking at answers already posted. I only posted questions when I couldn’t find anything. I wonder if the pre-2023 decline is just because more and more of the questions people had were already covered.
There was already tension in, like, 2011 or 2012. If you check the meta site there's a huge volume of posts from 2014, including probably the majority of the "classics" that experienced curators trot out to try and explain policy to people. A lot of the time I think about how something has been a problem for years, and I search on the meta site for previous discussion, and find someone from 2014 saying that it had already been a problem for a while.
Me too. It does appear a bit more dramatic around when LLMs hit the scene but the was already a clear peak/decline starting well before.
Yeah, I think I gave up on SO myself right around then. Maybe a little earlier. The combination of decreasing usefulness and increasing unpleasantness made it easy to walk away.
I know I always asked far fewer questions than I wanted to there for fear of being chastised. Maybe that's what the community wanted?
It may just feel that way because we're less likely to look at SO directly now that there are better alternatives.
The sarcasm and rudeness to rookie questions was unbearable at times. Talking to new comers as if they were stupid. Those new comers become knowledgeable later on and i suspect many did not come back to that platform instead they are on reddit and various other platform where they are welcomed.
The whole premise of this is kinda wrong. Google killed SO more than anything else. Much like how they’re killing the rest of the web today. AI certainly didn’t help, but it is/was not the root cause, nor was the ‘toxic’ environment
SO remains a vital site for providing training data to AI.
Was stack overflow the last stand of web gamification?
The gamification was in large part misaligned with the site's objectives. It's a shame Atwood and Spolsky didn't realize the problems and didn't explicitly solicit and incorporate feedback about it basically ever. (Not that random user proposals were ever especially good, but.)
At Codidact we're trying to build systems that hand out privileges based on actions taken that are relevant to the privilege. There's still a reputation system but the per-user numbers are relatively de-emphasized. And posts are by default sorted by Wilson score, with separate up/down counts visible to everyone by default, so that downvotes on an upvoted post (and vice-versa) have meaningful effect and "bad" voting can be more easily corrected. There's also a system of "reactions" for posts so that people willing to put their username behind it can explicitly mark an answer as outdated or dangerous.
I've had countless questions closed and received even more patronizing comments from mods. I wonder who these people were and why were they empowered in such a way by StackOverflow the company.
I think StackOverflow could have been saved from turning into a toxic hellhole if they'd had AI and LLMs in the mid 2010s. No seriously, hear me out.
SO is infamous for overzealous mods closing questions left and right, calling you an idiot, and being generally unhelpful.
I think these mods were/are burned out by dealing with mostly idiotic questions all day. They default to suspicion and hostility.
If they'd had AI weeding out low quality questions before they ever got to a human (and not the rudimentary text classifiers that were the state of the art at the time) I think the mods would be a more helpful bunch.
https://stackoverflow.blog/2012/08/21/stack-exchange-machine...
They were on it in 2012! And no, it didn't help. The site's value was in providing users with answers to their questions, but that was never on the radar of the folks running SO. I guess they just assumed the free labor of the people that built the place would continue forever.
Edit: I even told them at the time that this was not the right way to proceed. They had no reason to close questions or even review them. All they needed was a holding pen where first-time questioners posted questions, and they needed to be promoted by users viewing them as worthy of an answer.
Guess what. They deleted my comment.
As I said in my comment
> and not the rudimentary text classifiers that were the state of the art at the time
You might also be interested in the Staging Ground feature introduced a few years ago.
Was it because the platform's communication model based on upvotes and downvotes, or was it because us engineers are arrogant assholes by nature?
Speaking as someone that was a SO front-page contributor, and at one brief time the top of the pops on the C++ tag, I didn't think it was so bad. And you got a free t-shirt!
What you have to understand is the avalanche of low-quality questions that came in, pushed by "academics" who should have known better, telling students things like "just ask on SO - they will write it for you", which is bad on so many levels.
But when it got really bad was when the new owners, after Jeff & co sold out, took over. Woke nonsense sprouted everywhere, people with no technical knowledge did moderation. And, whoa, if you criticised this, you were banned. That's when I gave up.
How on earth did wokeness even come up there? You’d have zero notion of my political leanings if you only read the words I’d written there. How badly do you have to phrase a question or answer to have it downvoted for being not-woke? “So I’m trying to write a GET route in FastAPI, which has a great ass, by the way, amirite?, and I’m getting the error that…”
The complaint is about back-room drama rather than user-facing activity. https://meta.stackexchange.com/search?q=monica is a good starting point.
> How on earth did wokeness even come up there?
Wokeness is a control mechanism. If you tread one inch off the "correct" path (as any normal person is going to do occasionally), you will get stomped. For example:
[jane] Using "delete this" is perfectly safe in C++
[neil] Jane, not at all. For example .....
[moderator] neil, i think you are disrespecting jane - 6 hour ban.
And I am not joking about this. But it was only the company employee moderators that did this, and they did it excessively. They also got rid of the few mods who knew how to mod and wouldn't toe the line.
[flagged]
lol true. It is like "problematic".
The average answer writer on SO is not actually that toxic: really it's the voters.
The top answer will almost always be an explanation of why the asker is wrong to want to do the thing they want to do. But that's not most answers, or most answerers, just the top ones.
The bottom answer will almost always be an honest attempt to write code that answers the question. Sometimes the code doesn't work, or needs explanation: these problems will be solved a couple answers up from the bottom.
My technique for years has been to click the SO link in search results, then hit End on my keyboard to jump to the bottom of the page. This a little slower than reading a cached LLM answer, but faster than waiting for the LLMs to generate something.
Please show an example of a question following this pattern. That is radically different from my experience.
Sure, just look at the famous question about how to parse HTML with Regex[0].
Since this question has received so much attention, even the bottom answer has a positive score. Otherwise the pattern looks typical.
[0]https://stackoverflow.com/questions/1732348/regex-match-open...