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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나나나나미 @nnanananami@planet.moe
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한편 하쿠센샤 망가파크 앱은 잡지 연재처에 따라 '남성향' '여성향'을 기계적으로 붙이고 있는데 그러다 보니 '여성향 백합' '남성향 백합' 같은 지옥같은 소개문이 튀어나오는 거죠.

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남정현 @rkttu@hackers.pub
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최근 클로드(Claude)나 커서(Cursor)를 이용해 '바이브 코딩' 하시는 분들 많으시죠? 생산성이 비약적으로 높아졌지만, .NET 환경에서는 AI가 API 이름을 대충 짐작하거나 네임스페이스 대소문자를 틀려 빌드 에러를 마주하는 일이 종종 있습니다.

이런 번거로움을 해결하기 위해, AI가 실제 컴파일된 어셈블리와 NuGet 패키지 정보를 직접 조회하여 정확한 코드를 작성하도록 돕는 HandMirror MCP 서버를 개발하여 NuGet에 배포했습니다! 🚀

✅ 100% 정확한 API 조회: Sqlite vs SQLite 같은 대소문자 문제나 숨겨진 확장 메서드를 실제 바이너리 검사로 찾아냅니다.

✅ 빌드 에러 해결사: CS0246, NU1605 등 .NET 특유의 에러 코드를 분석하고 해결책과 필요한 패키지를 추천합니다.

✅ 패키지 버전 비교: 업데이트 전후의 파괴적 변경사항(Breaking Changes)을 AI가 미리 파악할 수 있습니다.

✅ 네이티브 분석: P/Invoke나 COM interop 의존성까지 손쉽게 확인합니다.

✅ 최신 기술 지원: .NET 10의 새로운 파일 기반 앱(#:package 등) 분석도 지원합니다.

지금 바로 시작해보세요! 별도의 설치 없이 .NET 10 SDK를 설치하고 dnx를 통해 바로 실행할 수 있습니다.

dnx HandMirrorMcp@0.1.1 --yes

https://www.nuget.org/packages/HandMirrorMcp

HandMirrorMcp 0.1.1

A Model Context Protocol (MCP) server for .NET assembly and NuGet package inspection. Helps AI coding agents understand .NET APIs accurately and resolve build errors.

nuget.org

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404 Media @404mediaco@mastodon.social
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Lockdown Mode is a sometimes overlooked feature of Apple devices that broadly make them harder to hack. A court record indicates the feature might be effective at stopping third parties unlocking someone's device. At least for now.

404media.co/fbi-couldnt-get-in

FBI Couldn’t Get into WaPo Reporter’s iPhone Because It Had Lockdown Mode Enabled

Lockdown Mode is a sometimes overlooked feature of Apple devices that broadly make them harder to hack. A court record indicates the feature might be effective at stopping third parties unlocking someone's device. At least for now.

www.404media.co · 404 Media

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雨宮凪沙/nagiko @BananaGiko_cle@felesitas.cloud
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上村由紀子🌹演劇ライター📚著書【ビジネス教養としてのミュージカル】 (@makigami_p) on X
子どもの頃に読んだ松谷みよ子さんの著作に

「ナチスの人々はワーグナーを聞き感動の涙を流したあとにガス室のボタンを押した」というような記述があり

あの日からその一節がもっとも「人間」を表す言葉だと思っている

そして自らの中にもそんな影がきっとあることを知っている、忘れない x.com/i/status/201902921191537

x.com · X (formerly Twitter)

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나나나나미 @nnanananami@planet.moe
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'남성향' '여성향' '소녀만화' '소년만화' 구분이 모호한 건 어쩔 수 없는 게 오랫동안 출판사들이 독자들을 젠더별로 나눠 타게팅하면서 나온 용어가 굳어진 거라서 출판사나 잡지마다 뉘앙스가 다르기도 하고, 이제는 출판사뿐만이 아니라 전자책 플랫폼 같은 데서도 자체적으로 구분을 하고 있으니 더더욱 모호해질 수밖에 없어요. 언어권에 따라서도 또 달라질 거고.

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감상실🌈⚜️📚 @mosocosmos.bsky.social@bsky.brid.gy
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Shared by 나나나나미

남/여성향은 작품 자체의 특성으로 분류 되는게 아니라 독자의 성비로 분류되는거...라고 간단히 정의도 못하는게. 이게 애초에 엄밀히 통계를 따지는게 아니라 상당부분 느낌적인 느낌이죠. 집단에서 여성 비율이 2~3할 만 되어도 '여초'로 느낀다는 것 처럼. 성비를 인식하는 것 자체가 성차별의 영향을 강하게 받기 때문에 실제 통계하고도 많이 어긋나고.

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나하야 @snasnaja2525.bsky.social@bsky.brid.gy
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Shared by 나나나나미

근데 남성향 여성향 분류 인상비평이지만 약간 이게 불공평하긴 한데요, 반반이면 남성향으로 분류되더라.....원래는 남성들의 것인데 여성도 덜 배척한다 이런 건가.....? 아냐, 그래. 여성독자들 털기가 없는 작품이면 여성들이 잘 남아서 사실 독자수로 남성향 여성향 칼 같이 못 자릅니다. 남자들에게만 팔기+여자들 안 털기, 인 장르는 남성향으로 분류되기에.....그래서 아예 남성이 볼 리가 없는 장르라는 인식이 있어야 여성향이라고 불리는 것 같더군요......

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Podman_io @Podman_io@fosstodon.org
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The Podman team is cobbling together a policy for handling AI-generated development work. We'd love to hear your thoughts in the document that we're using to create the policy! docs.google.com/document/d/1Vx

Podman LLM (AI) Development Policies

Podman LLM (AI) Development Policies This document is based on Jellyfin LLM Policy and licensed under CC-BY-ND-4.0. The rise of LLMs as a useful development tool has been significant. The power and flexibility of tools like Claude Code and ChatGPT have given a lot of functionality both to experi...

docs.google.com · Google Docs

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LaraK @Lara@metalhead.club
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Shared by Jan Lehnardt :couchdb:

well well well!
A new systematic review has found that trans women on HRT have the same level of fitness as cis women and don't retain any advantage in sports.

independent.co.uk/news/science

Trans athletes may not have fitness advantage in women’s sport, landmark study finds

Findings suggest physical performance in trans women converges toward that of cis women over time

www.independent.co.uk · The Independent

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きたやこ.io @KTYCO300PHz@misskey.io
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フッ素ジェルで歯にカルシウムやらリンの補給を助けつつ
MIペーストで口腔内のカルシウムを増やすっていうのを試してるんだけど

フッ素ジェル←ちょっと甘うまい
MIペースト　←バニラ味でバカうまい
こいつらまじめにやれや

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Hacker News 50 @hn50@social.lansky.name
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Guinea worm on track to be 2nd eradicated human disease; only 10 cases in 2025

Link: arstechnica.com/health/2026/02
Discussion: news.ycombinator.com/item?id=4

Guinea worm on track to be 2nd eradicated human disease; only 10 cases in 2025

When the eradication program began in 1986, there were a 3.5 million cases.

arstechnica.com · Ars Technica

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Alistair @accudio@front-end.social
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Small self-promo!

I'm not big on the web awards industry but a site I built has been nominated for the Awwwards January e-commerce honors! If you go the Awwwards thing and want to help me out then a vote for Lab46 would be amazing! ❤️

awwwards.com/honors/ecommerce

The client is Lab46, which is a German health and wellness brand for gay men.

It was a *really* fun Shopify build with a lovely design, and some nice motion pieces which I haven't done in quite a while.

lab46.de/en

E-commerce Honors - Awwwards

A recognition of the efforts of web creators who expertly balance visual brilliance and functionality in projects spanning e-commerce, typography, product design, portfolios, no-code, and business & services.

www.awwwards.com

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Hacker News 50 @hn50@social.lansky.name
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Attention at Constant Cost per Token via Symmetry-Aware Taylor Approximation

Link: arxiv.org/abs/2602.00294
Discussion: news.ycombinator.com/item?id=4

arXiv logo

Self-Attention at Constant Cost per Token via Symmetry-Aware Taylor Approximation

The most widely used artificial intelligence (AI) models today are Transformers employing self-attention. In its standard form, self-attention incurs costs that increase with context length, driving demand for storage, compute, and energy that is now outstripping society's ability to provide them. To help address this issue, we show that self-attention is efficiently computable to arbitrary precision with constant cost per token, achieving orders-of-magnitude reductions in memory use and computation. We derive our formulation by decomposing the conventional formulation's Taylor expansion into expressions over symmetric chains of tensor products. We exploit their symmetry to obtain feed-forward transformations that efficiently map queries and keys to coordinates in a minimal polynomial-kernel feature basis. Notably, cost is fixed inversely in proportion to head size, enabling application over a greater number of heads per token than otherwise feasible. We implement our formulation and empirically validate its correctness. Our work enables unbounded token generation at modest fixed cost, substantially reducing the infrastructure and energy demands of large-scale Transformer models. The mathematical techniques we introduce are of independent interest.

arxiv.org · arXiv.org

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你是谁的内裤 @Yaoyao@m.otter.homes
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一直以为蜂蜜不会过期是因为高糖，原来是蜜蜂对采来的蜜额外进行了分解和脱水，蜂蜜的酸性堪比柠檬还含有过氧化氢，对细菌基本就是杀无赦，除非给蜂蜜掺水否则永远不会过期，天啊小小蜜蜂真是把它能做到的事情都做到了极致

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leyrer @leyrer@23.social
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2014: Kärtner Hotel zum vierten Mal von Hackern lahmgelegt
kaernten.orf.at/m/v2/news/stor

2026: Italien vereitelt russische Hackerangriffe auf Hotels in Cortina
diepresse.com/20548951/olympia

Hotel zum vierten Mal von Hackern lahmgelegt

Das Seehotel Jägerwirt auf der Turracher Höhe ist bereits zum vierten Mal von Hackern heimgesucht und erpresst worden. Die elektronischen Zimmerschlüssel wurden lahmgelegt. Daher will man jetzt zu normalen Schlüsseln zurückkehren.

kaernten.orf.at

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kottke.org @kottke@mastodon.social
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Only 7 gasoline cars were sold in Norway last month. Seven! 98 diesel cars & 29 hybrids were also sold, but the rest were EVs. And this comes after Norway cut EV incentives. electrek.co/2026/02/03/even-af

Even after cutting EV incentives, Norway only sold 98 diesel cars in January

Norway cut EV incentives, resulting in a rush and record sales. That would usually cause a hangover, but EVs still took 94% share in January.

electrek.co · Electrek

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