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.
The sun will come out. And that's the issue. | More comics: https://rooniecomics.com/comics/tomorrow
おはみすきー
OSCが今月末に東京で開催か、ふむふむ
"수십 년간 땀 흘려서 농사를 지으면서 우리 사회에 기여한 점을 감안하여 감형한다"거나 혹은 "산업재해와 저임금에도 불구하고 수십 년간 땀 흘려 일하면서 이 나라 산업을 이만큼 발전시키는 데 기여한 공로가 있는 노동자이므로 감형을 한다" 이런 예를 본 적이 없습니다. 혹시 보신 적 있습니까?" 공직(같은 소리한다) x 고위 공무원, 정치인 대상 평등하지 않은 법 적용 반드시 때려잡아야 한다. 안 그러면 다들 판검사님한테 칼부터 들이댈 거니까.
"LLMは道徳的能力を示すが質問形式で回答が変わるなど信頼性に課題があり、演技か真の推論かの判別が困難"
MIT Tech Review: LLMの回答は「偽善」か？ グーグルが道徳的推論のテストを提唱 https://www.technologyreview.jp/s/378145/google-deepmind-wants-to-know-if-chatbots-are-just-virtue-signaling/
외국인 대상 신칸센 가고시마 편도 무료 추진
남일본신문 기사
방일 외국인은 규슈 신칸센의 하카타에서 가고시마 중앙까지 편도 무료――가고시마현이 관광의 「벌기 힘」 향상에 전액 조성
https://373news.com/news/local/detail/228929/
だったら宇宙人はよ来いや
「ワープ航法」が実現に近づいている、光速を超える方法とは | ナショナル ジオグラフィック日本版サイト https://natgeo.nikkeibp.co.jp/atcl/news/25/101600568/
朝起きてテレビをつけたらちょうどオリンピックの
フィギュアスケートを放送してた
日本。銀メダル銅メダルすごいですね
坂本花織さん、中井亜美さん。
おめでとうございます！
I have deeply mixed feelings about #ActivityPub's adoption of JSON-LD, as someone who's spent way too long dealing with it while building #Fedify.
Part of me wishes it had never happened. A lot of developers jump into ActivityPub development without really understanding JSON-LD, and honestly, can you blame them? The result is a growing number of implementations producing technically invalid JSON-LD. It works, sort of, because everyone's just pattern-matching against what Mastodon does, but it's not correct. And even developers who do take the time to understand JSON-LD often end up hardcoding their documents anyway, because proper JSON-LD processor libraries simply don't exist for many languages. No safety net, no validation, just vibes and hoping you got the @context right. Naturally, mistakes creep in.
But then the other part of me thinks: well, we're stuck with JSON-LD now. There's no going back. So wouldn't it be nice if people actually used it properly? Process the documents, normalize them, do the compaction and expansion dance the way the spec intended. That's what Fedify does.
Here's the part that really gets to me, though. Because Fedify actually processes JSON-LD correctly, it's more likely to break when talking to implementations that produce malformed documents. From the end user's perspective, Fedify looks like the fragile one. “Why can't I follow this person?” Well, because their server is emitting garbage JSON-LD that happens to work with implementations that just treat it as a regular JSON blob. Every time I get one of these bug reports, I feel a certain injustice. Like being the only person in the group project who actually read the assignment.
To be fair, there are real practical reasons why most people don't bother with proper JSON-LD processing. Implementing a full processor is genuinely a lot of work. It leans on the entire Linked Data stack, which is bigger than most people expect going in. And the performance cost isn't trivial either. Fedify uses some tricks to keep things fast, and I'll be honest, that code isn't my proudest work.
Anyway, none of this is going anywhere. Just me grumbling into the void. If you're building an ActivityPub implementation, maybe consider using a JSON-LD processor if one's available for your language. And if you're not going to, at least test your output against implementations that do.
@hongminhee洪 民憙 (Hong Minhee) 
from the point of view of someone who is "maintaining" a JSON-LD processing fedi software and has implemented their own JSON-LD processing library (which is, to my knowledge, the fastest in it's programming language), JSON-LD is pure overhead. there is nothing it allows for that can't be done with vulkan modがなくともvulkanが
ね た
て ま い
ま へ
し た ん
た
... 영양성분 표기를 "Per car" 라고...
Weston 15.0 has arrived, bringing a brand new Lua-based shell for fully customizable window management, an experimental Vulkan renderer, and a host of improvements to color handling, media playback, and display performance.
US plans online portal to bypass content bans in Europe and elsewhere
Link: https://www.reuters.com/world/us-plans-online-portal-bypass-content-bans-europe-elsewhere-2026-02-18/
Discussion: https://news.ycombinator.com/item?id=47067270
소프트웨어 업계는 원래부터 타업종에 비해 변화가 빠른 곳이었는데, AI 가 일으킨 생산성의 상향 평준화 때문에 그 변화 속도가 미친듯이 가속된 느낌이다. 이런 큰 변화의 시기에는 혼자서 적응해낼 자신이 없다면, 회사에 몸을 담고 있는 편이 낫다. 조직은 하나의 유기체로서 생산성 폭증의 시대에 적응할 방법을 찾아낼 것이기 때문이다.
매일 압박을 당하고, 스트레스에 시달리고 더 해내라고 요구 받더라도 버티면서 시간을 보낼 수 있는 것과 홀몸으로 서서 이 모진 풍파를 다 받아내는 건 비교가 어렵다. 특히 요즘 같은 시대에는 더욱 그렇다.
just to let everyone know, the Swiss sell a snuff attachment for the K31 rifle
you replace parts with a special extra-long double piston, load the muzzle device up with powdered tobacco, then pull the trigger and it shoots it up into your nose
uspol, trans genocide
These are just headlines from the past several days.
uspol, trans genocide
There's more, especially on the state level. Eg the Idaho house just passed a bathroom ban that bans trans use of bathrooms *in private businesses*, with mandatory enforcement by businesses, punishable by a $10k fine if a customer identifies a trans person in the bathroom. https://www.boisestatepublicradio.org/politics-government/2026-02-17/idaho-house-passes-transgender-bathroom-ban
Kansas rolled out a bathroom bill that provides *bounty hunting*, where people are paid for turning in trans people who use the "wrong" (ie, right) bathroom https://www.thepinknews.com/2026/02/19/anti-trans-bathroom-bill-kansas/
I'm just saying. It's getting bad. It's worth knowing how bad.
self-hosting my S3 bucket the right way
BTW, I have never understood, why #hashtag based systems do not treat singular and plural forms as the same tag... Yep, Mastodon, looking at you.
#mastodon #mastoadmin #mastolivre #ux #ui
코노마마우밧테카쿠시테와스레타이~
DuckDuckGo rolls out AI-powered image editing on Duck.ai https://9to5mac.com/2026/02/19/duckduckgo-rolls-out-ai-powered-image-editing-on-duck-ai/?utm_source=dlvr.it&utm_medium=mastodon
저에게는는 귀여운동네가치무치아저씨퍼리남캐를 붙잡는 임무가 있습니다
MicroPython Now Requires AI Disclosure on Every Pull Request 🤖🧠
Somewhere between 'ban it all' and 'let the robots run free' there's a checkbox to help the team at MicroPython.
https://blog.adafruit.com/2026/02/19/micropython-now-requires-ai-disclosure-on-every-pull-request/
RE: https://mas.to/@HodgesC/116097939159293484
The source of the online name I’ve been using since the early 90s
Let's try to eat healthier.
The third in our blog post series is by 
@haubleshannah aubry - sharing our work and ideas around how to grow and nurture the community, for everyone. #Mastodon #Fediverse #SocialWeb
https://blog.joinmastodon.org/2026/02/mastodon-is-for-the-people/
Not gonna get into it right now (gotta go to bed) but labeling criticism of LLM based "AI" as "purity culture" and that one can just legitmize using any and all tech if one just somehow creates "free and open" versions of it is not a good take. Really not. Refusing to use LLMs on ethical grounds is also not a claim that problems are solved "by shopping carefully". That's a lot of straw men just to legitimize using an LLM to do spellcheck. Maybe just do it and don't try to throw people under the bus who aim for something better.
[Edit: removed a snarky comment that didn't need to be there]
Today 
@mkljczknicole mikołajczyk introduced a proposal for MAEPs (Mastodon API Enhancement Proposals) which would be similar to the FEP process but for converging on API schema for servers that are not Mastodon but who are using the Mastodon client API
https://codeberg.org/fediverse-pl/maep/issues/1
#fedidev #fediverse #MAEPs
후훗
이쪽에 올리는게 더 빨리 볼 수 있겠지
You voted for this slogan and now it's here! We have a new batch of super nice t-shirts (they're 100% organic cotton with a thick, soft feel) with a cute screen printed design from 
@dopatwo. "My friends are not for sale"—because your connections to other people are more than a bargaining chip for big tech companies to keep you from leaving them.
https://shop.joinmastodon.org/products/mastodon-my-friends-are-not-for-sale-unisex-t-shirt
Just noticed this new adaptive control in Xcode 26.4 😮
Does your ISP support IPv6?
Boosts welcome.
花粉はしね
The 2026 Python Developers Survey is translated into Chinese, French, German, Korean, Japanese, Portuguese, Russian, and Spanish. We hope this encourages our regional communities to participate- take the survey and share with your local Pythonistas! #python #pythondevsurvey
https://surveys.jetbrains.com/s3/python-developers-survey-2026
Andrew nails here many parts of what actually makes OSS maintaining hard work.
Empathy is needed more for OSS sustainability than money.
This issue will be extremely difficult to fix. Good chance it remains open for some time: https://github.com/OSGeo/gdal/issues/13961
This thing is fun. https://marshdeer.github.io/xkcd2501-generator/
해라 뭐하냥 응!
どうせ繋ぎならこういう色物でも
https://www.amazon.co.jp/dp/B0FVF9MLBH
M1 MacBook Air Out of Stock at Walmart as Lower-Cost MacBook Nears https://www.macrumors.com/2026/02/19/m1-macbook-air-out-of-stock-at-walmart/?utm_source=dlvr.it&utm_medium=mastodon
M1 MacBook Air Out of Stock at Walmart as Lower-Cost MacBook Nears
Apple's older MacBook Air with the M1 chip is now out of stock on Walmart's website in the U.S., amid rumors of a new lower-cost MacBook coming soon. A colorful MacBook (concept) Walmart first began selling the MacBook Air with the M1 chip for $699 in March 2024. The price later dropped to $649, then to $599, and briefly to as low as $549 during a Black Friday sale last year.
www.macrumors.com · MacRumors
Link author: 
Joe Rossignol@rsgnl@mastodon.social
작걸 복귀 완료다 -.-
It has become impossible for me to read "we have updated our user agreements" without reflexively proceeding to "pray we don't update it any further".
🫧 socialcoding..
MJ+
@
nulta
Paolo Melchiorre
wakest ⁂
모챠 
jnkrtech
