What AI did to stackoverflow in a graph
https://data.stackexchange.com/stackoverflow/query/1953768#graphI think a lot of people might balk at the word "inclusivity" today, but StackExchange had ridiculously high barriers to participation, making it inclusive to the long-time users on the site, but exclusive to the newbie participants who found themselves blocked for asking questions. They slowly killed the site in this manner.
The community might have survived this folly, even with AI, because it was still the best place for people with qualms about AI to ask questions... Except until StackOverflow management alienated those users, too, by shoving AI down their throats in every facet of the site.
Even I had internalized the vagaries and neuroses of the SO community but I had heavy reticence to ask questions, knowing I'd have to consider all the ways a bully eager to use their powers might misunderstand me. I can't imagine asking a question there without having had lurked for longer than a typical Bachelor's + Masters program.
Peak at 207K, minimum at 588. That might be an incomplete date point, so using the next most recent value 1226, StackOverflow has lost 99.41% of its activity.
I agree there's a balance, and maybe they edged over the line, but I was consistently happy to have the following be the outcomes
1. Answers were reasonably close to correct, usable, informative (teaching)
2. Your site score came to mean something -- I once had a hiring CTO say "Oh you have some popular answers on the techs we use"
3. Progressive unlocks helped guide the path of participation -- it was clear what to start with, and what to do next as you were taught their culture and ways. It's not very popular to say in 2026, but not every culture is good and it's important to curate culture and teach newcomers the culture of the space.
I hope somebody saves it all.
I still don't understand why anyone would go with that whole "no conversation please"
Even the curious growth spike in activity happened just before the acquisition. I wish I had time to do this analysis a bit deeper, but you can look for SO activity up until when chatGPT was released, it is really noticeable.
---
[1] Stack Overflow acquired by Prosus for $1.8 billion: https://techcrunch.com/2021/06/02/stack-overflow-acquired-by...
[2] Prosus to acquire Stack Overflow for US$1.8 billion https://www.prosus.com/news-insights/2021/prosus-to-acquire-...
I think Stackoverflow was the last incarnation of romanticized old-school Q&A forums where you first had to earn your badges before being treated with respect. Luckily today's new projects have much better documentation, issue tracker's etc. And apparently AI is able to work with that by now...
Not sure I would blame it all on AI though, the incentives of SO only worked while there were worthwhile questions to answer and make you feel smart about. After that well dried up, the only thing left was the stuff AI can do with a prompt; ironically AI got a leg up by scraping SO.
This is similar to the evolution of Wikipedia, except the format of WP allowed it to transform into a feudal dictatorship of nerds who feel like they are deciding what's true, and they can get off on that.
SO did not have that kind of incentive to keep the nerds around.
I think other helpful places like reddit, discord, web forums etc might be what hit SO 2014-15 onwards.
AI seems to have given it a blow of mercy to end the misery.
* Moderation went bad. I stopped moderating/flagging after it was deemed unhelpful?! I know it's hard to moderate a platform like that, but giving me a slap in the face when I volunteer my valuable time is not the way to do it.
* Questions closed because they weren't "programming questions", but obviously about tools devs use every day. Again and again, they were the TOP google results. You'd click on it and found a old question closed because it was considered off topic. As a business, you seriously need to ask yourself some hard questions when you fend off users like that.
A lot of what we have today was built with help from that community
Now do a graph for the money.
https://www.wired.com/story/google-deal-stackoverflow-ai-gia...
Today I'd expect even when someone is googling and a question is relevant that most people will just read the AI overview.
Instead I directly go on the project github page and ask the question directly to the mainteners.
Interesting to compare with MathOverflow which has distinctly different policies (only research-level questions) and professional community: https://data.stackexchange.com/mathoverflow/query/1953768/st... - also falling lately, but by a factor of 2-3x from peak rather than 1000x.
I read a great article not long ago outlining the full series of events and changes that led to its downfall. I wish I could find that article, but I've forgotten where it was.
I always found the format of the side obtuse and the culture not very welcoming. My most popular answer ever was something about JavaScript from 2008 or 2009, and to this day, people come in and say “this isn’t the way to do it, this is outdated“. No kidding, but every new question about that gets closed as a duplicate.
Funnily enough, there's now a "StackOverflow for Agents": https://agents.stackoverflow.com/recent
Step 2: The platform becomes the ultimate knowledge base with community-curated answers on virtually any question related to software development.
Step 3: Another company scraps the community-driven database to train its model.
Step 4: The model is so efficient that people start asking questions of the model, killing in the process any traffic to the platform that helped to create it in the first place.
Step 5: Profit. People who spent years asking, answering, and curating programming knowledge for free are now paying for that knowledge repacked in the model weights. The original knowledge base is essentially dead.
Question: What programming knowledge base will be used to train future models?
Are we at the Skynet moment where people will be totally cut out of the loop from now on?
This is revisionist history. People told SO that they were leaving for YEARS because of how incredibly toxic it had become. It was already giving outdated answers before ChatGPT shipped, because new questions/potentially updated answers were [Closed] [Dupe] immediately.
Their answer was essentially "We aren't a Q&A site, we're trying to be a knowledge base! So closing all questions on a Q&A-stylized site, and extremely abrasive moderation, is working as intended."
They entirely did this to themselves. The community was toxic, their policies were toxic, and they didn't listen when warned as such repeatedly - just doubled down.
It was such a hostile environment. It always seemed like you basically had to already know the answer to ask a question.
Stackoverflow aimed to be a knowledge base. And knowledge base has a ceiling limit. They simply reached the point that almost all questions (regarding the knowledge) were asked for them. You can argue that newer or niche libraries or languages knowledge is still lacking there, but I have never seen them getting closed, just not answered.
And then it started being stupid questions. People who clearly had barely tried anything and just rushed to SO with a half baked question. Answers were just pointing to another thread that already provided the answer. It definitely started before LLMs. I think it lined up with the aggressive "learn-to-code" push.
Mods were so shitty I always wanted to have my schadenfreude on them.
Then they forbid using AI to answer questions - another huge miss. They could have leveraged AI as a great cool gig on their web-site - they didn't. Too bad.
I asked to see one of the questions from 2024 - it could have been solved with one LLM search.
We have eliminated a whole genre of peer to peer communication.
It still has some value today, as sometimes you can find useful information on SO, but its peak days are long over and I don't see how it can manage to come back, with or without AI slop. It would basically require a lot of re-design and some things that never worked, such as the karma system, should be changed. Also moderators - they kill sites. That happened to reddit - I gave up after censor-mods constantly restricted everyone.