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I don't see SO and software blog as interchangable things at all. SO is for seeking answers for specific problems, while blogs are for entertainment weaved with learning.
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It doesn't really, as you can see in their traffic numbers. People are not stopping to use it because they dislike the platform (Most people would not even be aware of any moderation criticism, especially if they are just readers).

People are not using it any more as any AI assistant will give you the answer in seconds, perfectly adapted to your use case and with an easy way to ask follow up questions.

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Exactly.

StackOverflow was always just an "answer machine".

They wanted it to be a community, but it never was.

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Actually in the beginning it tried to be a community but they forced it to be only an answer machine. They created and enforced a rule against anything outside of the strict Q&A format.
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I dunno. I know it makes me an enemy of humanity and all, but LLMs have mostly replaced Stack Overflow and dev blogs for me. A dialog with something that writes well (or can take a totally different swing at an explanation if the first one isn't so good), has expert-level knowledge, and isn't egotistical. But maybe most of all the dialog part.

Anyway, I'm learning so much more so much better than I ever have before. Turns out the ultimate slop tools are also the ultimate learning tools if you use 'em right.

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Do they? How would it be different?
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In 2021 maybe.

Today LLMs have completely replaced the original role of StackOverflow.

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Where will the LLMs get information about new tools, programming language or problems in general?
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From documents, and source code. I find it quite crazy that you imply that Stackoverflow is the sole information source for the SOTA LLMs. As a matter of fact, Opus 5.5 and Sol 5.6 both write acceptable zig code now and there are only ~400 questions about zig on SO. SO is just that obsolete.
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They can read the web/repos just like anyone else.
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Doesn't Stackoverflow exist because people can in fact not read the documentation or source code, at least not to the point where it helps them understand their problem.

If the LLMs could get the same results by just reading documentation and source code, then the content on programming forums would be worth nothing, yet AI companies scrape them constantly... why?

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yet AI companies scrape them constantly

Do we have reason to think that they scrape them more often than they scrape other stuff? (Honest question, I have no idea.)

Doesn't Stackoverflow exist because people can in fact not read the documentation or source code, at least not to the point where it helps them understand their problem.

Yes; not sure how this is relevant to LLMs. One of the most impressive things I've seen change in the last few months is that they don't think twice about cloning a repo of linked-to-my-app code to analyze it to determine a solution. Or even disassemble closed-source object code to find an answer!

With agentic speed/capability, the calculus of "eh let's experiment and explore from the outside a little first" vs. "let's just read the dependencies (whose codebases I'm not familiar with), potentially including the binary itself, and figure out exactly what's going wrong" changes. So I think what's valuable in terms of ancillary info for technical topics is changing.

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