What is Hackers' Pub?

Hackers' Pub is a place for software engineers to share their knowledge and experience with each other. It's also an ActivityPub-enabled social network, so you can follow your favorite hackers in the fediverse and get their latest posts in your feed.

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This chart shows the total number of Stack Overflow questions asked each month. As you can see, AI summaries in Google and AI coding tools have nearly killed the site. It is only a matter of time before the site shuts down completely. The golden age of independent news, blogs, forums, and specialized sites like Stack Overflow is over. Whether this is good or bad, only time will tell. Personally, I think we are now restricting all internet traffic to just a few Gen AI apps data.stackexchange.com/stackov

This result shows s the total number of Stack Overflow questions asked each month. THE SQL query is https://data.stackexchange.com/stackoverflow/query/1926661#graph:
```
SELECT
    DATEFROMPARTS(YEAR(CreationDate), MONTH(CreationDate), 1) AS [Month],
    COUNT(*) AS [Questions]
FROM Posts
WHERE 
    PostTypeId = 1
GROUP BY 
    DATEFROMPARTS(YEAR(CreationDate), MONTH(CreationDate), 1)
ORDER BY 
    [Month] ASC
```

The graph shows the number of questions asked on StackOverflow over time, from the site's launch in 2009 until now, the start of 2026.
Initially there is a steady increase until 2014, when the number hits an all-time peak at over 200 000 questions. Then begins a slow decline. This might be correlated with StackOverflow's change of moderator policies at the time.
In early 2020 there is a sudden steep increase, which coincides with the start of the Covid-lockdown, but shortly afterwards the decline continues, faster than before. This might be related to the fact that in mid-2021, StackOverflow was sold to a private equity investor.
In late-2022 begins a very steep decline, which is when ChatGPT (and Google AI summary later on) came out. Since then the decline has continued and today the number of questions asked is almost 0.  (Thanks https://mastodon.social/@lethe@digitalcourage.social for additional alt text)
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💬 Commented on "絵文字にポジティブ/ニュートラル/ネガティブのいずれかの属性を設定できるようにする": YamiOdymel "この問題はとても興味深いと感じています。なぜなら、Positive / Neutral / Negative といった分類は本質的に**主観的**であり、文脈によって意味が変わるからです。

例えば 🎉 を考えてみてください。通常は **ポジティブ** なリアクションとして扱われます。

> **Yami Odymel:**
> ああ、うちの犬が亡くなってしまった :(
> 🎉 1 · 🥳 3 · 🤣 1

しかし、この文脈では「ポジティブ」な絵文字は、決してポジティブな意味を持っていません。

次に 😡 を考えてみてください。一般的には **ネガティブ** と分類される絵文字です。

> **Yami Odymel:**
> 嫌いな人がまた何か悪いことをした ><
> 😡 2

この場合、「ネガティブ」な絵文字は、コンテンツそのものへの否定ではなく、投稿者の感情への共感や、話題となっている対象への嫌悪を表している可能性があります。

このようなケースについて、どのように扱うべきか、何か良い方法やご意見があれば教えていただけると嬉しいです。

---


<details>
<summary>Original Content (Translated from English)</summary>
I honestly find this issue interesting, because labeling things as Positive / Neutral / Negative is inherently subjective and changes depending on context.

For example, think about 🎉 — it’s normally considered **positive**.

> **Yami Odymel:**
> Oh no, my dog died :(
> 🎉 1 · 🥳 3 · 🤣 1

In this context, “positive” emojis are no longer positive at all.

Now think about 😡 — it’s usually considered **negative**.

> **Yami Odymel:**
> The person I hate just did something bad again ><
> 😡 2

Here, a “negative” emoji may be expressing alignment with the author’s feelings, or hatred toward the subject being discussed, rather than negativity toward the content itself.

I wonder if anyone has suggestions on how to handle these situations?


</details>

"
https://github.com/misskey-dev/misskey/issues/16699#issuecomment-3707853893
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RE: mas.to/@carnage4life/115832534

The sleight of hand – or the fundamental flaw – of this observation, is that it took their team a year to understand the problem by actually building a thing. Once you deeply understand a problem, it's trivial to get the dumb code vomit machine to produce code.

But producing the code is not the hard part, and using the code vomit machine is not a great way to build a system you understand from scratch if you haven't already solved the problem.

So the shortcut is a mirage.

@dandean this is what I'm confused by.

Like, if you described something like this to me I could probably write something that "isn't perfect" in a few days; any really good engineer should be able to. (Also: never underestimate the cost of getting from rough draft to production.)

The key would be describing it in detail, and to do that you'd have to already know what you were going to write.

The year is a year of debate, trial and error, etc. The code is almost never the hard part.

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You might not notice it in your peer group, when you are not their age, but my daughter showed me that many 20-30yr olds are switching to dumb phones, are cancelling their Facebook/tiktok/twitter accounts and are discovering libraries and printed books. As a conscious decision. Not all of them, but quite a lot and it's growing.

1/3

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Was ich uns allen wünsche zum - wenn's endlich ne FOSS Android version gäbe, die auf allen Händis läuft. Um wegzukommen von Google & Co.
Gern auch sowas wie Ubuntu touch. Aber es muss funtionieren und easy zu installieren sein. Wenn möglich auf allen Android Telefonen und Tablets.

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@zkatkat

"we spent a year deciding what to build, it took time and required interacting with the problem at hand. once complete, we handed the spec off to a third party contractor, who implemented it with ease.

as a result, i am thinking that outsourcing is the future of programming"

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IPv6ができてから30年たつが、いまだに世界の普及率は50%に満たない。IPv6の目的も当初とは変わってきており、「IPv4を置き換える」というよりは「利用可能なところで利用する」ものになっている。

theregister.com/2025/12/31/ipv

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I published new releases of some of my projects today:

Feedlynx saves links to read/watch later, and exposes them as an RSS feed. The new version detects duplicate links & lets you know you have already saved that link. I also tweaked the Firefox extension to handle this. github.com/wezm/feedlynx

git-grab clones git repos into a standard file-system hierarchy, bringing order to all the random repos you clone. The new version improves the clipboard support. github.com/wezm/git-grab

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Schönen 1. DID, wünsche ich euch! Gibt heute viele Veranstaltungen. Schaut mal vorbei oder schickt Freund*innen rum. termine.di.day

Backnang, Berlin, Bern, Braunschweig, Chemnitz, Coburg, Dortmund, Dresden, Eisenach, Erfurt, Freiburg, Fulda, Gütersloh, Halle, Hamburg, Hemau, Jena, Kassel, Krefeld, Köln, Lübeck, München, Nürnberg, Offenburg, Osnabrück, Pforzheim, Potsdam, Regensburg, Siegen, Stralsund, Unna. More to come …

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교보에서 단건구매가 가능하지만
고품질 오디오북을 기획한 곳에 돈을 쓰고 싶은것도 있고
무엇보다 교보문고 앱이 정말정말정말 구려...

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세 번째는 언급한 에너지입니다. 베네수엘라의 초중질유와 쿠바의 EEZ내 미개발 유전도 있지만, 무엇보다 베네수엘라-쿠바-플로리다 사이에 안정적인 파이프라인이 연결되면, 미국 남부에 위치한 정유시설들은 보다 강력하게 돌아갈 수 있게 됩니다. 마지막으로 물류 병목 장악입니다. 쿠바와 베네수엘라는 각각 멕시코만과 카리브해로 가는 길. 그러니까 미국의 생명선인 파나마 운하의 안정과 매우 깊게 관계되어 있습니다. 미국 동-서부간 물류망 안정화의 가장 중요한 작업이죠. 이 정지작업을 통해 미국은 모든 역량을 중국에 투사할 수 있게 됩니다.

'마약' 내세웠지만 결국 '석유'였다…베네수 침공 배경...

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둘째는 배터리입니다. 쿠바는 상당량의 코발트와 니켈을 보유하고 있습니다. 현재 상당수 중국으로 수출되는데, 쿠바 정권을 뒤집어 엎으면 이 니켈을 미국 내로 돌리게 됩니다. 두 자원 모두 배터리의 핵심 재료로, 각종 무기 체계 및 데이터센터에 많이 쓰입니다. 현재 미국의 니켈 공급망은 15%가량이 중국발이라 (중국과의 분쟁을 상정한다면) 굉장히 취약한 구조라는 평가를 받습니다. 그래서 지난 2024년에는 필리핀 HPAL 공장에 일본을 파트너로 투입하겠다고 소위 '니켈 삼각동맹'을 발표한 바 있습니다.

2021년 쿠바 광물산업 정보

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가만히 생각하면서 다른 이슈들과 엮어보니 그젠가 남천동에서 임경빈 작가가 캐나다의 한국 내 텅스텐 광산 투자와 관련해 말헀던, 미국 중국이 크게 한번 붙었다가 다시 붙으려고 체력을 보충하고 있다<- 는 정세분석이 굉장히 잘 맞아떨어집니다. 베네수엘라에 이어 쿠바를 엮어서 해상 루트를 안정화시키면 미국은 중국의 영향력을 상당히 제거하게 됩니다. 첫 번째가 SIGINT입니다. 쿠바 내에는 베후칼 등 여러 곳에 중국의 SIGINT 장비가 있다고 알려져 있습니다. 쿠바 정권을 친미쪽으로 뒤집어 세우면 이거부터 뒤집어엎겠죠.

RE: https://bsky.app/profile/did:plc:oeors5le2tmvqzojsjxxqwro/post/3mbkt3ps6hc2r


쿠바 내 中도청기지 커져…美 “예의주시, 필요시 조치”...

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