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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The Rt. Rev. Fumire, Ph.D. @fumire@uri.life
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🍝 날아다니는 스파게티 괴물 님께서 여러분과 함께.
😋 또한 주교의 면발과 함께 하소서.
🍝 기도합시다.

저의 주님, 날아다니는 스파게티 괴물 님 🍝, 제 머리에 구원의 마스크를 씌우시어 마귀의 공격을 막아내게 하소서.

2025-12-01T08:35:28+09:00

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Hacker News 50 @hn50@social.lansky.name
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Program-of-Thought Prompting Outperforms Chain-of-Thought by 15% (2022)

Link: arxiv.org/abs/2211.12588
Discussion: news.ycombinator.com/item?id=4

arXiv logo

Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Recently, there has been significant progress in teaching language models to perform step-by-step reasoning to solve complex numerical reasoning tasks. Chain-of-thoughts prompting (CoT) is by far the state-of-art method for these tasks. CoT uses language models to perform both reasoning and computation in the multi-step `thought' process. To disentangle computation from reasoning, we propose `Program of Thoughts' (PoT), which uses language models (mainly Codex) to express the reasoning process as a program. The computation is relegated to an external computer, which executes the generated programs to derive the answer. We evaluate PoT on five math word problem datasets (GSM, AQuA, SVAMP, TabMWP, MultiArith) and three financial-QA datasets (FinQA, ConvFinQA, TATQA) for both few-shot and zero-shot setups. Under both few-shot and zero-shot settings, PoT can show an average performance gain over CoT by around 12\% across all the evaluated datasets. By combining PoT with self-consistency decoding, we can achieve SoTA performance on all math problem datasets and near-SoTA performance on financial datasets. All of our data and code are released in Github https://github.com/wenhuchen/Program-of-Thoughts

arxiv.org · arXiv.org

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Nix & Rust Rhein-Neckar @NixRust@rheinneckar.social
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At our last meetup on October 17, 2025, @zekjurMichael Stapelberg 🐧🐹😺 spoke about his experience with and why he switched to in 2025. You can find a recording of his talk on PeerTube and alugha:

tube.tchncs.de/w/47FUkqjedpPRw

alugha.com/videos/24d095c0-ce3

Michael Stapelberg – Nix in 2025: Why I switched!

Nix Your Bugs is a meetup for people in the Rhein-Neckar region that are interested in Nix (the package manager) or NixOS (the Linux distribution). The meetup begins with talks related to NixOS, an...

tube.tchncs.de · tchncs

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:rss: DevelopersIO @dev_classmethod@rss-mstdn.studiofreesia.com
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CloudFront Functionsの新機能でエッジロケーション情報を取得して、オリジン切り替えを試してみた
dev.classmethod.jp/articles/cl

CloudFront Functionsの新機能でエッジロケーション情報を取得して、オリジン切り替えを試してみた | DevelopersIO

2025年11月20日のアップデートにより、CloudFront Functionsで空港コードの取得が可能になりました。今回、滞在先のダラス（DFW）から現地の物理回線を使用してアクセスし、実際にDFWコードが取得できるか、またそれに基づいてオリジンが動的に切り替わるかをログレベルで検証しました。

dev.classmethod.jp · クラスメソッド発「やってみた」系技術メディア | DevelopersIO

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:rss: DevelopersIO @dev_classmethod@rss-mstdn.studiofreesia.com
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OTとITが手を取り合って進める製造業DXの進め方
dev.classmethod.jp/articles/dx

OTとITが手を取り合って進める製造業DXの進め方 | DevelopersIO

製造業DXの壁「OTとITの分断」をどう乗り越えるか。食品製造業のPMとして両者の協調を成功させた事例を基に、組織の壁を越えるチーム構成やコミュニケーション設計の要諦を解説します。

dev.classmethod.jp · クラスメソッド発「やってみた」系技術メディア | DevelopersIO

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じゅん:misubon: :blobcatuwu: @ju428an@misskey.io
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セイコーマート しゅいろママ店
ローソン しゅいろママ店
ファミリーマート しゅいろママ店
セブンイレブン しゅいろママ店
マクドナルド しゅいろママ店

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맹꽁이 shared the below article:

일본 서버를 한국과 거의 비슷한 속도로 원격 접속하기

고남현 @gnh1201@hackers.pub

이 글에서는 한국에서 일본 서버를 사용할 때 발생하는 네트워크 지연 문제를 다루고, 해저 케이블망을 활용하여 이를 개선하는 방법을 소개합니다. 저렴한 일본 서버를 선택했지만, 실제 한국에서의 통신 속도가 예상보다 훨씬 느린 250ms에 달해 미국 시애틀보다도 못한 상황을 겪었습니다. 하지만 Microsoft Azure의 한국 리전을 중간 서버로 활용하여 데이터 센터 간 통신을 시도한 결과, 핑 시간을 30ms대로 크게 단축시키는 데 성공했습니다. 이는 86%의 속도 향상으로, RDP를 통해 원격 데스크탑을 사용하는 환경에서 체감 속도를 극적으로 개선했습니다. 이 글은 해외 서버를 사용할 때 네트워크 지연을 줄이는 실질적인 해결책을 제시하며, 독자에게 더 빠르고 효율적인 원격 작업 환경을 구축하는 데 도움을 줄 수 있습니다.

Read more →
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Erik1 @derwellensittich@chaos.social
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Shared by Cat 🐈🥗 (D.Burch) :paw:⁠:paw:

I was planning on doing a shark flavored overview talk about the LHC and CMS experiment at c3 this year. Sadly, it was not accepted due to many other cool submissions.

But my trip to CERN was already planned and I had made arrangements with the PR department - So here are some of the images I took of special corespondent Blåhaj explaining things.

Hopefully next year is the charm. When LHC goes into the long shutdown I probably can also get some images of Blåhaj in the CMS experiment.

Photograph of a Blåhaj wearing a CERN helmet and holding a pointing stick in front of a red door with may warning signs. This is an access door to the LHC tunnel from one of the CMS caverns.Photograph of a Blåhaj wearing a CERN helmet and holding a pointing stick in front of a model of an LHC dipol magnet. Photograph of a Blåhaj looking into a metal tube. The tube is an decommissioned RF-cavity which was used to accelerate protons in the LHC.Photograph of a Blåhaj holding a pointing stick pointing at a large copper structure with smaller copper tubes in the center. The structure is a decommissioned linear accelerator.
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:mind_blown_skull: 요즈미나 :mudo_skull: @Yozumina@serafuku.moe
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집 디퓨저를 대대적으로 바꿨는데 생각을 해보니까 집에 디퓨저를 놓는 이유가 뭘까? 집에 오는 손님을 위해서인가? 아니면 그냥 집에 들어올때 마다 상쾌한 기분을 느끼기 위해 놓는건가?

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Nick Poole @North@chaos.social
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Looking through my various registrar accounts and I was reminded of the time that a group of us were waiting on a Lyft in the parking lot outside Bay Area Maker Faire and one of my friends pulled out a pack of cigarettes and my other friend goes, "Oh, fuck yeah, cigarettes" and I thought that was so funny that I bought "fuckyeahcigarettes.com" from my phone right there. I held on to it for a bit and never knew what to put there. I ended up making it an alias for Philip Morris until it expired.

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Hacker News 100 @hn100@social.lansky.name
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Show HN: Fixing Google Nano Banana Pixel Art with Rust

Link: github.com/Hugo-Dz/spritefusio
Discussion: news.ycombinator.com/item?id=4

A tool to snap pixels to a perfect grid. Designed to fix messy and inconsistent pixel art generated by AI. - Hugo-Dz/spritefusion-pixel-snapper

GitHub - Hugo-Dz/spritefusion-pixel-snapper: A tool to snap pixels to a perfect grid. Designed to fix messy and inconsistent pixel art generated by AI.

A tool to snap pixels to a perfect grid. Designed to fix messy and inconsistent pixel art generated by AI. - Hugo-Dz/spritefusion-pixel-snapper

github.com · GitHub

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Qasim Rashid, Esq. @QasimRashid@mastodon.social
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BREAKING: Pope Leo today announced that the Catholic Church supports Palestinian statehood. He went on to call out Netanyahu for refusing to recognize Palestinian statehood, and called for Palestinian statehood anyway.

This is an important step forward. I launched this global petition calling on the USA to recognize Palestinian statehood. Please do sign & share: c.org/zqgdSZKDVn

Sign the Petition

Demand the United States Recognize Palestinian Statehood

www.change.org · Change.org

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HyoYoshikawa @hyoyoshikawa@toot.blue
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なかなかな中国の行為に対するカウンターに。

「日本の歌手浜崎あゆみは、完全に空っぽのアリーナでフル上海コンサートを行いました。

浜崎あゆみは、誰もいないアリーナで上海のコンサート全体を演奏した後、ファンを驚かせました。

伝えられるところによると、中国は土壇場でイベントを中止し、スタッフと警備員だけを巨大な会場に残しました。

キャンセルするのではなく、アユミは計画通りにステージに上がり、ためらうことなくフルショーを提供しました。

ビデオでは、まるでアリーナが満員であるかのように、彼女が歌ったり、踊ったり、すべての数字を演奏したりしています。

アジア中のファンは今、彼女のプロフェッショナリズムを賞賛し、彼女のキャリアの中で最も献身的な行為の1つと呼んでいます。

中国当局は閉鎖について明確な説明をしていないため、オンラインではさらに多くの論争を煽ることに。

多くの日本人ファンは、この事件は外国人アーティストが中国で予測不可能な扱いを受ける可能性があることを示していると言います。

彼女自身は誰も批判していませんが、彼女が一人で演奏している映像はすでに世界中で話題に」

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:rss: DevelopersIO @dev_classmethod@rss-mstdn.studiofreesia.com
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Microsoft 365 導入企業必見！NotebookLM Enterprise なら Entra ID 認証で NotebookLM を利用できる！
dev.classmethod.jp/articles/sl

Microsoft 365 導入企業必見！NotebookLM Enterprise なら Entra ID 認証で NotebookLM を利用できる！ | DevelopersIO

NotebookLM Enterprise というサービスはご存知ですか？ Google Cloud で利用できる NotebookLM です。NotebookLM Enterprise は Google アカウントが無くても利用できます。Entra ID の認証によって NotebookLM Enterprise にアクセスする構成について説明します。

dev.classmethod.jp · クラスメソッド発「やってみた」系技術メディア | DevelopersIO

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