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.

์š”์ฆ˜ ์˜๊ตญ์‚ฐ ์ค‘ ๊ฐ€์žฅ ์ข‹๋‹ค๊ณ  ๋А๋ผ๋Š” ๊ฒƒ ์Šค์ฝ˜.
๋ƒ‰๋™์‹ค์— ๋„ฃ์–ด๋‘์–ด ์žฅ๊ธฐ๋ณด๊ด€๋„ ์‰ฝ๊ณ  ํ•ด๋™๋„ ์‹ค์˜จ์— ๋‘๊ฑฐ๋‚˜ ์—์–ด ํ”„๋ผ์ด์–ด/์˜ค๋ธ์— 180๋„ ์ •๋„๋กœ 6-8๋ถ„ ๋Œ๋ฆฌ๋ฉด ํ•œ๊ตญ์ธ์ด ์ข‹์•„ํ•˜๋Š” ์‚ด์ง ๋ฐ”์‚ญํ•œ ์‹๊ฐ์ด ์‚ด์•„๋‚œ๋‹ค.
๊ทธ๋Ÿฌ๋‹ˆ๊นŒ ๋Œ€ํ‘œ๋‹˜ ์žผ ์ˆ˜์ž…์€ ์–ธ์ œ์ž…๋‹ˆ๊นŒ
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ๆดชๆฐ‘ๆ†™ใ•ใ‚“ใฎใ“ใฎ่จ˜ไบ‹ใ€ใƒ–ใƒผใ‚นใƒˆใ—ใฆใŸใŒ่ชญใ‚“ใงใชใ‹ใฃใŸใ€‚

ใ‚ใกใ‚ƒใใกใ‚ƒใŠใ‚‚ใ—ใ‚ใ‹ใฃใŸใ€‚ https://writings.hongminhee.org/2026/01/histomat-foss-llm/

ใƒ™ใƒณใƒคใƒŸใƒณใŒใ€ๆ˜ ็”ปๆŠ€่ก“ใŒๅฐ‘ๆ•ฐใฎๆจฉๅŠ›ใซๅฏกๅ ใ•ใ‚Œใฆใ„ใ‚‹ใ“ใจใซๅฏพใ—ใฆใ€ๅธ‚ๆฐ‘ใซใ‚ˆใ‚‹ๅ†้ ˜ๆœ‰ใ‚’่ฆๆฑ‚ใ—ใŸใ“ใจใ‚’ๆ€ใ„ใ ใ—ใชใŒใ‚‰่ชญใ‚“ใ (ใ€Œ่ค‡่ฃฝๆŠ€่ก“ๆ™‚ไปฃใฎ่Šธ่ก“ใ€)ใ€‚ใƒ™ใƒณใƒคใƒŸใƒณใŒ็”Ÿใใฆใ„ใ‚‹ใ“ใ‚ใซใ€ใพใ ๆŠ€่ก“ใฎๅ†้ ˜ๆœ‰ใฏๅฎŸ่ทต็š„ใซใฏใ‹ใชใ‚Šๅ›ฐ้›ฃใ ใฃใŸใจใŠใ‚‚ใ†(ใจใ„ใ†ใ‹ๆ–นๆณ•่ซ–ใ‚‚ใชใซใ‚‚ใชใ‹ใฃใŸ)ใ‘ใฉใ€ใ„ใพๅŒใ˜ๅ•้กŒใŒๅฎŸ่ทต็š„ใซ่งฃๆฑบๅฏ่ƒฝใช่ชฒ้กŒใจใ—ใฆๅ•ใ‚ใ‚Œใฆใ„ใ‚‹ใฎใ ใชใจๆ€ใ†ใ€‚

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ๆดชๆฐ‘ๆ†™ใ•ใ‚“ใฎใ“ใฎ่จ˜ไบ‹ใ€ใƒ–ใƒผใ‚นใƒˆใ—ใฆใŸใŒ่ชญใ‚“ใงใชใ‹ใฃใŸใ€‚

ใ‚ใกใ‚ƒใใกใ‚ƒใŠใ‚‚ใ—ใ‚ใ‹ใฃใŸใ€‚ https://writings.hongminhee.org/2026/01/histomat-foss-llm/

ใƒ™ใƒณใƒคใƒŸใƒณใŒใ€ๆ˜ ็”ปๆŠ€่ก“ใŒๅฐ‘ๆ•ฐใฎๆจฉๅŠ›ใซๅฏกๅ ใ•ใ‚Œใฆใ„ใ‚‹ใ“ใจใซๅฏพใ—ใฆใ€ๅธ‚ๆฐ‘ใซใ‚ˆใ‚‹ๅ†้ ˜ๆœ‰ใ‚’่ฆๆฑ‚ใ—ใŸใ“ใจใ‚’ๆ€ใ„ใ ใ—ใชใŒใ‚‰่ชญใ‚“ใ (ใ€Œ่ค‡่ฃฝๆŠ€่ก“ๆ™‚ไปฃใฎ่Šธ่ก“ใ€)ใ€‚ใƒ™ใƒณใƒคใƒŸใƒณใŒ็”Ÿใใฆใ„ใ‚‹ใ“ใ‚ใซใ€ใพใ ๆŠ€่ก“ใฎๅ†้ ˜ๆœ‰ใฏๅฎŸ่ทต็š„ใซใฏใ‹ใชใ‚Šๅ›ฐ้›ฃใ ใฃใŸใจใŠใ‚‚ใ†(ใจใ„ใ†ใ‹ๆ–นๆณ•่ซ–ใ‚‚ใชใซใ‚‚ใชใ‹ใฃใŸ)ใ‘ใฉใ€ใ„ใพๅŒใ˜ๅ•้กŒใŒๅฎŸ่ทต็š„ใซ่งฃๆฑบๅฏ่ƒฝใช่ชฒ้กŒใจใ—ใฆๅ•ใ‚ใ‚Œใฆใ„ใ‚‹ใฎใ ใชใจๆ€ใ†ใ€‚

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"ๅ•ใ„ใฏF/OSSใ‚ณใƒผใƒ‰ใซๅฏพใ™ใ‚‹LLM่จ“็ทดใŒใ‚ใ‚‹ๆŠฝ่ฑก็š„ๆ„ๅ‘ณใงๅ€ซ็†็š„ใ‹ใงใฏใชใ„ใ€‚ใฉใฎใ‚ˆใ†ใชๆกไปถใงๅ€ซ็†็š„ใ‹ใ ใ€‚็ญ”ใˆใฏF/OSSใŒใ“ใ‚Œใพใง็คบใ—ใฆใใŸ็ญ”ใˆใจๅŒใ˜ใ ใจไฟกใ˜ใ‚‹ใ€‚ๆˆ‘ใ€…ใŒไป˜ไธŽใ™ใ‚‹่‡ช็”ฑใŒไฟๅญ˜ใ•ใ‚Œไผ้”ใ•ใ‚Œใ‚‹ใจใใ€ๆ”นๅ–„ใŒใ‚ณใƒขใƒณใ‚บใซๆˆปใ‚‹ใจใใ€็Ÿฅ่ญ˜ใŒ่‡ช็”ฑใซ็•™ใพใ‚‹ใจใใ€ๅ€ซ็†็š„ใชใฎใ ใ€‚"

ใพใ•ใซใ€Œใ“ใ‚ŒใŒๅ”ฏ็‰ฉๅฒ่ฆณใ ใ€ใจใ„ใ†ๆ–‡็ซ ใ€‚

F/OSSใฎๅ”ฏ็‰ฉๅฒ่ฆณโ€”โ€”LLMใ‚’ๆ‹’็ตถใ™ใ‚‹ใฎใงใฏใชใใ€ๅ–ใ‚Šๆˆปใ™ในใใ  โ€” ๆดชๆฐ‘ๆ†™้›‘่จ˜
writings.hongminhee.org/2026/0

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ใƒ•ใƒซใ‚ตใ‚คใ‚บใฎAPSCใ‚ฏใƒญใƒƒใƒ—ใ€ๆ€ใฃใŸใ‚ˆใ‚Šใ‚‚็”ป่ณช่‰ฏใ„ใ—ใ“ใ‚Œใ‹ใ‚‰ๅคš็”จใ™ใ‚‹ใฎใ‚ใ‚Šใ‹โ€ฆโ€ฆ๏ผŸ

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ๆดชๆฐ‘ๆ†™ใ•ใ‚“ใฎใ“ใฎ่จ˜ไบ‹ใ€ใƒ–ใƒผใ‚นใƒˆใ—ใฆใŸใŒ่ชญใ‚“ใงใชใ‹ใฃใŸใ€‚

ใ‚ใกใ‚ƒใใกใ‚ƒใŠใ‚‚ใ—ใ‚ใ‹ใฃใŸใ€‚ https://writings.hongminhee.org/2026/01/histomat-foss-llm/

ใƒ™ใƒณใƒคใƒŸใƒณใŒใ€ๆ˜ ็”ปๆŠ€่ก“ใŒๅฐ‘ๆ•ฐใฎๆจฉๅŠ›ใซๅฏกๅ ใ•ใ‚Œใฆใ„ใ‚‹ใ“ใจใซๅฏพใ—ใฆใ€ๅธ‚ๆฐ‘ใซใ‚ˆใ‚‹ๅ†้ ˜ๆœ‰ใ‚’่ฆๆฑ‚ใ—ใŸใ“ใจใ‚’ๆ€ใ„ใ ใ—ใชใŒใ‚‰่ชญใ‚“ใ (ใ€Œ่ค‡่ฃฝๆŠ€่ก“ๆ™‚ไปฃใฎ่Šธ่ก“ใ€)ใ€‚ใƒ™ใƒณใƒคใƒŸใƒณใŒ็”Ÿใใฆใ„ใ‚‹ใ“ใ‚ใซใ€ใพใ ๆŠ€่ก“ใฎๅ†้ ˜ๆœ‰ใฏๅฎŸ่ทต็š„ใซใฏใ‹ใชใ‚Šๅ›ฐ้›ฃใ ใฃใŸใจใŠใ‚‚ใ†(ใจใ„ใ†ใ‹ๆ–นๆณ•่ซ–ใ‚‚ใชใซใ‚‚ใชใ‹ใฃใŸ)ใ‘ใฉใ€ใ„ใพๅŒใ˜ๅ•้กŒใŒๅฎŸ่ทต็š„ใซ่งฃๆฑบๅฏ่ƒฝใช่ชฒ้กŒใจใ—ใฆๅ•ใ‚ใ‚Œใฆใ„ใ‚‹ใฎใ ใชใจๆ€ใ†ใ€‚

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Someone asked me if I knew how many people use my repos for and my only guess was 5. I honestly have no idea though, I donโ€™t really check server logs anymore nor do I have any kind of software installed for that. I donโ€™t want anyoneโ€™s data and I regularly purge old logs anyway.

If people find useful things, then great. Awesome even, but I donโ€™t need to know anything unless its broken. ๐Ÿ˜

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ใƒชใ‚ขใ‚ฏใ‚ทใƒงใƒณใฎๅฑฅๆญด่ฆ‹ใฆๅฎ‰ๅฟƒใ™ใ‚‹ใ“ใจใŒใ‚ใ‚‹ใฎใงใตใ‰ใ‚ใ‚ใƒผใปใ‚“ใจใซใ„ใคใ‚‚ใ‚ใ‚ŠใŒใจใ†ใจใ„ใฃใŸๆ„Ÿใ˜
โ€‹:kansya_kangeki_ame_arare:โ€‹

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writings.hongminhee.org/2026/0

>็งใฏ่‡ชๅˆ†ใฎใ‚ณใƒผใƒ‰ใŒLLM่จ“็ทดใซไฝฟใ‚ใ‚Œใ‚‹ใ“ใจใ‚’ๆœ›ใ‚“ใงใ„ใ‚‹ใ€‚ๆœ›ใ‚“ใงใ„ใชใ„ใฎใฏใ€ใใฎ่จ“็ทดใซใ‚ˆใฃใฆAIไผๆฅญใฎ็งๆœ‰่ฒก็”ฃใจใชใ‚‹ใƒ—ใƒญใƒ—ใƒฉใ‚คใ‚จใ‚ฟใƒชใชใƒขใƒ‡ใƒซใŒไฝœใ‚‰ใ‚Œใ‚‹ใ“ใจใ ใ€‚

ใจใฆใ‚‚ใ„ใ„ๆ–‡็ซ ใ ใฃใŸใ€‚
ใพใใ€่‡ชๅˆ†ใฏใƒ•ใƒซใ‚นใ‚ฏใƒฉใƒƒใƒใง่‰ฏใ„OSSใ‚’ไฝœใ‚Œใ‚‹ใ‚ˆใ†ใชๆŠ€่ก“ๅŠ›ใฏใชใใ€LLMใซใŠใ‚“ใถใซใ ใฃใ“็Šถๆ…‹ใชใฎใงใ€ใ‚ใ‚“ใพใ‚Šไฝ•ใ‹ใ‚’่จ€ใ†ๆจฉๅˆฉใฏ็„กใ„ใ‘ใฉใ€‚

ไปŠใฎOSSใ€่ฉณใ—ใใฏ็Ÿฅใ‚‰ใ‚“ใ‘ใฉใ€ๅคšใใฎไบบใฏๆœฌๆฅญใŒใ‚ใฃใฆใ€ใใฎ็จผใŽใงใ”้ฃฏใ‚’้ฃŸในใชใŒใ‚‰contributeใ—ใฆๆˆ็ซ‹ใ—ใฆใ„ใ‚‹ใจๆ€ใฃใฆใ„ใ‚‹ใฎใงใ€ใ˜ใ‚ƒใ‚ไปฎใซLLMใฎใƒขใƒ‡ใƒซๅ…ฌ้–‹ใพใงๅซใ‚ใŸใƒฉใ‚คใ‚ปใƒณใ‚ทใƒณใ‚ฐใซใชใฃใŸใจใใ€ใใฎLLMใฎใ‚ณใ‚นใƒˆใฏๆŒ็ถšๅฏ่ƒฝใชๅฝขใงใฉใ“ใ‹ใ‚‰ๅ‡บใ‚‹ในใใชใ‚“ใ ใ‚ใ†ใ‹๏ผŸใจๆ€ใฃใŸ(ใ‚ชใƒผใƒ—ใƒณใชLLMใƒขใƒ‡ใƒซใ‚‚ใ€ๆˆฆ็•ฅใจใ—ใฆใ‚ชใƒผใƒ—ใƒณใซใ—ใฆใ‚‹ใ‘ใฉใ€ใ‹ใชใ‚Šใฎ้กใฎ่ตคๅญ—ใ‚’ๅž‚ใ‚Œๆตใ—ใฆใ‚‹ใจๆ€ใ†ใฎใง)ใ€‚

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Fedify 2.0.0 is here!

This is the biggest release in Fedify's history. Here are the highlights:

  • Modular architecture โ€” The monolithic @fedify/fedify package has been broken up into focused, independent packages: @fedify/vocab, @fedify/vocab-runtime, @fedify/vocab-tools, @fedify/webfinger, and more. Smaller bundles, cleaner imports, and the ability to extend ActivityPub with custom vocabulary types.
  • Real-time debug dashboard โ€” The new @fedify/debugger package gives you a live dashboard at /__debug__/ showing all your federation traffic: traces, activity details, signature verification, and correlated logs. Just wrap your Federation object and you're done.
  • ActivityPub relay support โ€” First-class relay support via @fedify/relay and the fedify relay CLI command. Supports both Mastodon-style and LitePub-style relay protocols (FEP-ae0c).
  • Ordered message delivery โ€” The new orderingKey option solves the โ€œzombie postโ€ problem where a Delete arrives before its Create. Activities sharing the same key are guaranteed to be delivered in FIFO order.
  • Permanent failure handling โ€” setOutboxPermanentFailureHandler() lets you react when a remote inbox returns 404 or 410, so you can clean up unreachable followers instead of retrying forever.

Other changes include content negotiation at the middleware level, @fedify/lint for shared linting rules, @fedify/create for quick project scaffolding, CLI config files, native Node.js/Bun CLI support, and many bug fixes.

This release includes significant contributions from Korea's OSSCA participants. Huge thanks to everyone involved!

This is a major release with breaking changesโ€”please check the migration guide before upgrading.

Full release notes: https://github.com/fedify-dev/fedify/discussions/580

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Fedify 2.0.0 is here!

This is the biggest release in Fedify's history. Here are the highlights:

  • Modular architecture โ€” The monolithic @fedify/fedify package has been broken up into focused, independent packages: @fedify/vocab, @fedify/vocab-runtime, @fedify/vocab-tools, @fedify/webfinger, and more. Smaller bundles, cleaner imports, and the ability to extend ActivityPub with custom vocabulary types.
  • Real-time debug dashboard โ€” The new @fedify/debugger package gives you a live dashboard at /__debug__/ showing all your federation traffic: traces, activity details, signature verification, and correlated logs. Just wrap your Federation object and you're done.
  • ActivityPub relay support โ€” First-class relay support via @fedify/relay and the fedify relay CLI command. Supports both Mastodon-style and LitePub-style relay protocols (FEP-ae0c).
  • Ordered message delivery โ€” The new orderingKey option solves the โ€œzombie postโ€ problem where a Delete arrives before its Create. Activities sharing the same key are guaranteed to be delivered in FIFO order.
  • Permanent failure handling โ€” setOutboxPermanentFailureHandler() lets you react when a remote inbox returns 404 or 410, so you can clean up unreachable followers instead of retrying forever.

Other changes include content negotiation at the middleware level, @fedify/lint for shared linting rules, @fedify/create for quick project scaffolding, CLI config files, native Node.js/Bun CLI support, and many bug fixes.

This release includes significant contributions from Korea's OSSCA participants. Huge thanks to everyone involved!

This is a major release with breaking changesโ€”please check the migration guide before upgrading.

Full release notes: https://github.com/fedify-dev/fedify/discussions/580

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This is a funny video, but quite honestly soaring with birds is one of the great joys of

On one of my first flights, we flew for a few minutes just below snow geese passing through Ontario from the arctic on their way to their winter homes in the US.

โค๏ธ

youtube.com/shorts/DEAkN-_SEPA

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์ดˆ๋ฐฅํ•˜๋‹ˆ ๋– ์˜ค๋ฆ…๋‹ˆ๋‹ค.
์€ํ–‰๊ณจ ๋ช…๋™์ ์„ ๊ฐ€๋ณด์‹œ๋ฉด... ํ—ฌ๋กœ ํ‚คํ‹ฐ๋ฅผ ๋งŒ๋‚˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
์ดˆ๋ฐฅ์ง‘์— ๋ฌด์Šจ ํ‚คํ‹ฐ๋ƒ๊ตฌ์š”? ์ง„์งœ์ž…๋‹ˆ๋‹ค.
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My old friend, a Raspberry Pi A+, has been running my home heating system for months, just like it did back in 2014.

It has not missed a single moment.
It has sailed through every so called cloud outage.
It kept working flawlessly even when the Internet connection was down, because it simply does not need it.

This is the kind of technology I love.
Of course, it runs NetBSD!

rpicaldaia# uptime
6:23PM up 78 days, 20:16, 4 users, load averages: 0.33, 0.17, 0.13
rpicaldaia# uname -a
NetBSD rpicaldaia 10.1 NetBSD 10.1 (RPI) #0: Mon Dec 16 13:08:11 UTC 2024 mkrepro@mkrepro.NetBSD.org:/usr/src/sys/arch/evbarm/compile/RPI evbarm

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ใตใจ็›ฎใŒ่ฆšใ‚ใŸใ‚‰่…•ๆ™‚่จˆใฎ้›ปๆฑ ใŒๅˆ‡ใ‚Œใฆใพใ—ใŸใ€‚ๅ……้›ปใ‚’ๅปถๆœŸใ—ใ™ใŽใŸใญใˆใ€‚ใ”ใ‚ใ‚“ใ‚ˆใ†๏ผˆ้›ปๆบใซใคใชใ„ใงไบŒๅบฆๅฏใ™ใ‚‹ใญ๏ผ‰

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๊ธฐ๋…๊ต์˜ ์ฒœ๋ฒŒ: ์ง€์˜ฅ, ์œ ํ™ฉ๋ถˆ, ๋œจ๊ฑฐ์›€, ์‹ฌํŒ, ๊ตฌ์› ๋ถˆ๊ฐ€ (์˜์ /๊ฐ€์ƒ์ ) ์œ ๊ต์˜ ์ฒœ๋ฒŒ: ๋„ค๊ฐ€ ์ฃฝ๊ณ  400๋…„์ด ์ง€๋‚˜์„œ๋„ ๋„ค ๋ฌด๋ค์— ๋ณ„์  1๊ฐœ์™€ ์š•์„ค์ด ๋‹ฌ๋ฆด ๊ฒƒ์ด๋‹ค (์‹ค์ฆ์ )

RE: https://bsky.app/profile/did:plc:s6npq6o5wwbvesflcyeykaop/post/3mfgec46wus2r

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