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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It's pepparkaka making time!

I first made my own dough when the local IKEA had run out of the pre-made stuff, and I was like welp, I'm not going without.

Tricky was finding a recipe that works - seems like every country has its own grades of syrup with different darknesses and viscosity, so you really need a recipe that fits what you can get hold of!

Here's the one I use (in German), that fits what I can get in German supermarkets: chefkoch.de/rezepte/2232910923

The soft mix of butter, dark syrup, sugar and spices is having flour added to it. In the background is a whole bunch of little spice pots.As more flour goes in, the mix gets thicker - and the whisk can't be used any more - but it looks cool dripping off it back into the saucepan.Eventually the mix is so stiff it's hard to stir at all, and a full size wooden spoon stands upright in it without falling to one side. Time to move portions of it into the fridge to stiffen further for later rolling, cutting out and baking.
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๐Ÿ‡ฌ๐Ÿ‡ง XMPP/AP Bridge NEW RELEASE

Version v0.7.2 has just been published, with a bugfix in messages parsing.

Check it out!

github.com/Barbapulpe/xmpp-ap-

XMPP/AP Bridge allows you to chat between the Fediverse and XMPP from your usual account and application! Nothing to install, nothing to configure, it just works...

If you want to try it out, our instance is open to all: follow @xmpp_bridge from the Fediverse to start out.

@joinjabber

๐Ÿ‡ฌ๐Ÿ‡ง XMPP/AP Bridge NEW RELEASE

Version v0.7.3 has just been published, updating libraries and dependencies.

Check it out!

github.com/Barbapulpe/xmpp-ap-

XMPP/AP Bridge allows you to chat between the Fediverse and XMPP from your usual account and application! Nothing to install, nothing to configure, it just works...

If you want to try it out, our instance is open to all: follow @xmpp_bridge from the Fediverse to start out.

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ใ˜ใ‚ƒๅœฐไธ‹้ง่ปŠๅ ดใฎไธ€่ง’ใซๆฎตใƒœใƒผใƒซๆ•ทใ„ใจใใญโ€‹:blobcat_new_beginning:โ€‹

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SteamOSใฏValveใฎใƒใƒผใƒ‰ใ‚ฆใ‚งใ‚ขไปฅๅค–ใฏๅ„ชๅ…ˆๅบฆ้ซ˜ใใชใ„ใจๆ€ใ‚ใ‚Œใ‚‹ใฎใงใใฎใธใ‚“ใฎPCใซใ‚คใƒณใ‚นใƒˆใƒผใƒซใ™ใ‚‹ใชใ‚‰SteamOSใจๅŒใ˜ใ‚ฝใƒ•ใƒˆใ‚ฆใ‚งใ‚ขใ‚’ๆŽก็”จใ—ใคใคๅฏพๅฟœใƒใƒผใƒ‰ใ‚ฆใ‚งใ‚ขใŒๅน…ๅบƒใ„Bazzite bazzite.gg/ ใซใ—ใŸๆ–นใŒใ„ใ„ใจๆ€ใ†ใ€‚

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ไธญๅ›ฝใฎAIใ€Kimi AIใฎAIใ‚จใƒผใ‚ธใ‚งใƒณใƒˆ OK ComputerใŒใ‚ใกใ‚ƒใใกใ‚ƒ่ณขใ„!
NotebookLMใงไฝœๆˆใ—ใŸWebใ‚ตใ‚คใƒˆใฎ่ฆไปถๅฎš็พฉๆ›ธใจใ‚ตใ‚คใƒˆๆง‹ๆˆใ‚’ๆธกใ—ใŸใ‚‰ใ€ใ‚คใƒกใƒผใ‚ธ้€šใ‚Šใฎใƒขใƒƒใ‚ฏไฝœใฃใฆใใ‚ŒใŸ! GoogleใฎStitchใ‚ˆใ‚Šใ‚‚ๆ„ๅ›ณใ‚’ๆฑฒใ‚“ใงใฆใƒ“ใƒƒใ‚ฏใƒชใ—ใŸใ€‚Manusใ‚ˆใ‚Šใ‚‚้ฉ็ขบใงใ“ใ‚Œใฏใ‚นใ‚ดใ‚คใ€‚ใ„ใ‚„ใ€Manusใ‚‚่ณขใ„ใฎใ ใ‘ใฉใ€ใŸใพใซๅคฑๆ•—ใ—ใฆใ‚ฏใƒฌใ‚ธใƒƒใƒˆใ ใ‘ใชใใชใ‚‹ใ“ใจใŒใ‚ใฃใŸใ‘ใฉใ€Kimi AIใฏๆœ€ๅˆใ‹ใ‚‰ๆ€ใฃใฆใ„ใŸใ‚‚ใฎใซ่ฟ‘ใ„ใ‚‚ใฎๅ‡บใ—ใฆใใ‚ŒใŸใ€‚ใ“ใ‚Œใ‹ใ‚‰ไฝฟใ†ๆฉŸไผšใŒๅข—ใˆใใ†ใ€‚(ใงใ€ๅ…จ็„ถ้–ขไฟ‚ใชใ„ใ‘ใฉใ€OK ComputerใฃใฆRadioheadใ‹ใ‚‰?)

Kimi AI - Kimi K2 Thinking is here: kimi.com/

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ใƒ‰ใ‚ณใƒขใŒใ€Œdใ‚ขใ‚ซใ‚ฆใƒณใƒˆใ€ใฎใƒ‘ใ‚นใƒฏใƒผใƒ‰ใƒฌใ‚น่ช่จผใ‚’ใ€Œใƒ‘ใ‚นใ‚ญใƒผใ€ใซ็ตฑไธ€ 2026ๅนด5ๆœˆใ‚ใฉใซ - ITmedia Mobile
ใใ‚“ใชใƒ‰ใ‚ณใƒขใงใ™ใŒใƒ‘ใ‚นใ‚ญใƒผใซไธ€ๆœฌๅŒ–ใ™ใ‚‹ใ‚ˆใ†ใง
็พๆ™‚็‚นใงใ‚‚1Passwordใงไฝฟใˆใ‚‹ใ‚ˆใ†ใซใชใฃใฆใ„ใ‚‹ใฎใงๆœช็™ป้Œฒใฎๆ–นใฏๆ˜ฏ้ž

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ใ‚ฒใƒผใƒ ใฏใใ‚“ใชใ‚„ใ‚‰ใชใใฆKDE PlasmaใŒใ„ใ„ใจใ„ใ†ไบบใซใฏKDE Linux kde.org/linux/ ใŒใ„ใšใ‚ŒใŠใ™ใ™ใ‚ใงใใ‚‹ใ‚ˆใ†ใซใชใ‚‹ใฏใšใ ใ‘ใฉใ€็พ็ŠถใฏAurora getaurora.dev/ ใŒ็งใฎใŠใ™ใ™ใ‚ใ€‚

GNOMEใ‚‚ๅŒๆง˜ใซGNOME OS os.gnome.org/ ใŒใ‚†ใใ‚†ใใฏใŠใ™ใ™ใ‚ใงใใ‚‹ใ‚ˆใ†ใซใชใ‚‹ใจๆ€ใฃใฆใ„ใ‚‹ใ‘ใ‚Œใฉใ€็พ็ŠถใฏBluefin projectbluefin.io/ ใŒ็งใฎใŠใ™ใ™ใ‚ใ€‚

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ใ‚ฒใƒผใƒ ใฏใใ‚“ใชใ‚„ใ‚‰ใชใใฆKDE PlasmaใŒใ„ใ„ใจใ„ใ†ไบบใซใฏKDE Linux kde.org/linux/ ใŒใ„ใšใ‚ŒใŠใ™ใ™ใ‚ใงใใ‚‹ใ‚ˆใ†ใซใชใ‚‹ใฏใšใ ใ‘ใฉใ€็พ็ŠถใฏAurora getaurora.dev/ ใŒ็งใฎใŠใ™ใ™ใ‚ใ€‚

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ใƒ‰ใ‚ณใƒขใƒฆใƒผใ‚ถใƒผใชใฎใงdใ‚ทใƒงใƒƒใƒ”ใƒณใ‚ฐใ‚’ไฝฟใ„ใŸใ„ใ‚ˆใ†ใชๆฐ—ใ‚‚ใ—ใคใคใ€ๅ…จ็„ถไฝฟใฃใฆใ„ใชใ„ใงใ™
ใใ‚‚ใใ‚‚dใ‚ทใƒงใƒƒใƒ”ใƒณใ‚ฐ็Ÿฅใ‚‰ใชใ„ไบบใ‚‚ใ„ใ‚‹ใฎใงใฏใจๆ€ใฃใฆใ‚‹

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ๆœใ‹ใ‚‰ใƒ–ใƒญใ‚ฐ่จ˜ไบ‹็”จใซๆ–‡็ซ ใ‚’ๅคง้‡ใซ่ชญใฟๆ›ธใใ—ใฆใ‚ญใƒฃใƒ‘ใ‚ชใƒผใƒใƒผใ—ใฆใ—ใพใฃใŸใฎใ‹ใ€SNSใธๆŠ•็จฟใ™ใ‚‹ๆ—ฅๆœฌ่ชžใŒใŠใ‹ใ—ใใชใฃใฆใใŸใ€‚ใใ‚ใใ‚ใปใ‹ใฃใฆๅฏใ‚‹ในใโ€ฆโ€ฆใ€‚

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[๋ณด๋„์ž๋ฃŒ] AI๋กœ ๊ณง ์†Œ๋ฉธ๋˜๋Š” ์ง์ข…โ€์ด๋ผ๋Š” ์„œ์šธ์‹ ์šฉ๋ณด์ฆ์žฌ๋‹จ ์ด์‚ฌ์žฅ ๋ฐœ์–ธ ๊ทœํƒ„ ๊ธฐ์žํšŒ๊ฒฌ act.jinbo.net/wp/51084/ โ€œAI๋กœ ์†Œ๋ฉธ๋˜๋Š” ์ง์ข…์ด๋ฏ€๋กœ ์ •๊ทœ์ง ์ „ํ™˜ ๋…ผ์˜๊ฐ€ ๋ฐ”๋žŒ์งํ•˜์ง€ ์•Š๋‹คโ€ ์™€...........................................................................................์ด๊ฒŒ ๊ณ ๊ฐ ์ƒ๋‹ด ์ฝœ์„ผํ„ฐ์—ฌ์„œ ๊ทธ๋ ‡์ง€ ๋‚ด๋น„๋‘๋ฉด ๋‹ค๋ฅธ ๋ชจ๋“  ์ง๊ตฐ, ์—…์ข…์—๋„ ์ ์šฉ๋ ํ…๋ฐ?

2025.11.27.(๋ชฉ) ์˜ค์ „11์‹œ ์„œ์šธ์‹ ์šฉ๋ณด์ฆ์žฌ๋‹จ ...

[๋ณด๋„์ž๋ฃŒ] AI๋กœ ๊ณง ์†Œ๋ฉธ๋˜๋Š” ์ง์ข…โ€์ด๋ผ๋Š” ์„œ์šธ์‹ ์šฉ๋ณด์ฆ์žฌ๋‹จ ์ด์‚ฌ์žฅ ๋ฐœ์–ธ ๊ทœํƒ„ ๊ธฐ์žํšŒ๊ฒฌ

"AI๋กœ ๊ณง ์†Œ๋ฉธ๋˜๋Š” ์ง์ข…"์ด๋ผ๋Š” ์„œ์šธ์‹ ์šฉ๋ณด์ฆ์žฌ๋‹จ ์ด์‚ฌ์žฅ ๋ฐœ์–ธ ๊ทœํƒ„ ๊ธฐ์žํšŒ๊ฒฌ - ์ƒ๋‹ด๋…ธ๋™ ํ„ํ•˜ยท์ •๊ทœ์ง ์ „ํ™˜ ํšŒํ”ผ ๊ทœํƒ„ ๊ณต๊ณต์„œ๋น„์Šค ์•ฝํ™”์‹œํ‚ค๋Š” ๋ฌด์ฑ…์ž„ํ•œ ๋ฐœ์–ธ์— ๋Œ€ํ•œ ์ฆ‰๊ฐ ์‚ฌ๊ณผ์™€ ๋Œ€์ฑ… ์ด‰๊ตฌ - 2025.11.27.(๋ชฉ) ์˜ค์ „11์‹œ ์„œ์šธ์‹ ์šฉ๋ณด์ฆ์žฌ๋‹จ ์•ž ๊ธฐ์žํšŒ๊ฒฌ ์ทจ์ง€์„œ์šธ์‹ ์šฉ๋ณด์ฆ์žฌ๋‹จ์ด ํ–‰์ •์‚ฌ๋ฌด๊ฐ์‚ฌ์—์„œ ์ƒ๋‹ด์—…๋ฌด๋ฅผ โ€œAI๋กœ ๊ณง ์†Œ๋ฉธ๋˜๋Š” ์ง์ข…โ€์ด๋ผ ๋‹จ์ •ํ•˜๋ฉฐ ์ •๊ทœ์ง ์ „ํ™˜ ๋…ผ์˜๋ฅผ ํšŒํ”ผํ•œ ๋ฐ ๋Œ€ํ•ด ๋…ธ๋™ยท์‹œ๋ฏผ์‚ฌํšŒ๊ฐ€ ๊ฐ•ํ•˜๊ฒŒ ๋ฐ˜๋ฐœํ•˜๊ณ  ์žˆ๋‹ค. ์„œ์šธ์‹œ๋Š” ์ด๋ฏธ 2020๋…„ ์ƒ๋‹ด์—…๋ฌด์˜ ๊ณต๊ณต์„ฑ์„ ์ธ์ •ํ•˜๊ณ  ์ง์ ‘๊ณ ์šฉ์ด ํƒ€๋‹นํ•˜๋‹ค๊ณ  ๊ฒฐ์ •ํ–ˆ์ง€๋งŒ, ์žฌ๋‹จ์€

act.jinbo.net ยท ๋””์ง€ํ„ธ์ •์˜๋„คํŠธ์›Œํฌ

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ใ—ใ‚…ใ„ใ‚ใƒžใƒžใ‚‚ใ‚ฟใƒฏใƒžใƒณใงใƒ”ใ‚ถ้ ผใฟใพใใ‚‹็”Ÿๆดปใซใชใฃใฆใปใ—ใ„๏ผˆโ€‹:hukenkou:โ€‹๏ผ‰

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ๆฟฑๅฃๆก‚ไธ€้ƒŽใ•ใ‚“ใฎ็ฎก็†่ทใฎๆˆฆๅพŒๅฒใ‚’่ชญใ‚“ใ 

ๆญฃ็›ด่จ€ใฃใฆใ—ใพใ†ใจใ€ใกใ‚‡ใฃใจ่ชฐใŒๅฏพ่ฑก่ชญ่€…ใซใชใฃใฆใ„ใ‚‹ใฎใ‹้›ฃใ—ใ„ๆœฌใจใ„ใ†ๅฐ่ฑกใฏใ‚ใ‚‹ใ€‚ใ“ใฎๆœฌใฏใ€Œ็ฎก็†็›ฃ็ฃ่€…ใŠใ‚ˆใณใใ‚Œใซ้กžไผผใ™ใ‚‹ๆ‰ฑใ„ใ‚’ๅ—ใ‘ใ‚‹ๅŠดๅƒ่€…ใซใ‹ใ‚“ใ™ใ‚‹ๆณ•ๅˆถๅบฆใฎๆˆฆๅพŒๅฒใ€ใจใ„ใฃใŸๅ†…ๅฎนใงใ€ใ“ใฎๆœฌใ ใ‘ใงใ€Œ็ฎก็†่ทใฎๆˆฆๅพŒๅฒใ€ใ‚’็†่งฃใ™ใ‚‹ใ“ใจใŒใงใใ‚‹ใจใ„ใ†ใจใ€ใใ†ใงใฏใชใ„ใจๆ„Ÿใ˜ใ‚‹ใ€‚ใ‚‚ใกใ‚ใ‚“ใ€ๆณ•ๅˆถใ‚„ใ€ใใฎๆณ•ๅˆถใŒใงใใ‚‹ใซ่‡ณใฃใŸ่ญฐ่ซ–ใจใ„ใ†ใฎใฏใ€Œ็พๅฎŸใซ็ฎก็†็›ฃ็ฃ่€…ใŒ็คพไผšใงใฉใ†ใ„ใ†ๆ‰ฑใ„ใ‚’ๅ—ใ‘ใฆใ„ใŸใ‹ใ€ใจใ„ใ†ไบ‹ๅฎŸใฎๅ†™ๅƒใงใ‚ใ‚‹ใ‹ใ‚‰ใ€ใ“ใฎๆœฌใซๆ›ธใ‹ใ‚Œใฆใ„ใ‚‹ใ“ใจใจใ€่‡ชใ‚‰ใฎ็ตŒ้จ“ใ‚’ใ‚ใ‚ใ›ใฆ่€ƒใˆใ‚‹ใ“ใจใงใ€Œ่‡ชๅˆ†ใชใ‚Šใซ็ฎก็†่ทใฎๆˆฆๅพŒๅฒใ‚’็†่งฃใ™ใ‚‹ใซใฏใ€ใฉใฎใ‚ˆใ†ใช็ตŒ่ทฏใŒใ‚ใ‚‹ใ ใ‚ใ†ใ‹?ใ€ใจใ„ใฃใŸใ“ใจใฏ่€ƒใˆใ‚‰ใ‚Œใ‚‹ใ ใ‚ใ†ใ€ใจๆ€ใ†ใ€‚

ใ€Œๅ€‹ใ€…ใฎ็ฎก็†่ทใŒๆ™‚ไปฃใซใŠใ„ใฆไฝ•ใ‚’ใ—ใฆใ„ใŸใ‹ใ€ใจใ„ใ†ใ‚ˆใ†ใช่ฉฑใซใชใฃใฆใใ‚‹ใจๅŠดๅƒๆณ•ๅˆถใจใ‹ใ€ใ‚ใ‚‹ใ„ใฏๅŠดๅƒ้‹ๅ‹•ใฎ่ฉฑใจใ„ใ†ใ‚ˆใ‚Šใ‚‚ใ€็”Ÿๆดปๅฒใจใ‹ใใ†ใ„ใ†ๅˆ†้‡Žใซใชใฃใฆใ—ใพใ†ใจๆ€ใ†ใฎใ ใŒใ€ใ—ใ‹ใ—ใใฎ็จฎใฎ็Ÿฅ่ญ˜ใŒใชใ„ใจใฉใ†ใซใ‚‚70ๅนดไปฃใฎ่ฉฑใชใฉ่‡ชๅˆ†ใฎใ‚ˆใ†ใชๅนด้ฝขใฎไบบ้–“ใซใฏ้ ญใซๅ…ฅใฃใฆใ“ใชใ„ใจใ“ใ‚ใ‚‚ใ‚ใ‚‹ใ€‚

ใŸใ ใ€ๆ นๆœฌ็š„ใชๅ•้กŒใจใ—ใฆใ€Œ่ชฒ้•ทใ‚’็ฎก็†็›ฃ็ฃ่€…ใจใ„ใ†ใ“ใจใซใ—ใฆใ—ใพใฃใŸใ€ใ“ใจใŒๆœ€ๅคงใฎ้–“้•ใ„ใจใ„ใ†ใ‹ๆททไนฑใฎๅ…ƒใงใ‚ใ‚‹ใ‚ˆใ†ใซๆ€ใ‚ใ‚Œใ‚‹ใฎใ ใŒใ€ใใ‚ŒใŒใ€ไฝ•ๆ•…ใ€ใ„ใคใฉใฎใ‚ˆใ†ใซ็”Ÿใ˜ใŸใ‹ใฏใ€ใ“ใฎๆœฌใ‚’่ชญใ‚“ใ ไธŠใงใ‚‚ใกใ‚‡ใฃใจไธๆ˜Ž็žญใ€ใจๆ„Ÿใ˜ใŸใ€‚

ใจใ“ใ‚ใงใ€ใ“ใฎๆœฌใงใฏใ‚ใพใ‚Š็›ดๆŽฅ่งฆใ‚Œใ‚‰ใ‚Œใฆใ„ใชใ„(ใŒ็คบๅ”†ใ—ใฆใ„ใ‚‹)ๅ•้กŒใจใ—ใฆใ€ใ€Œ็ฎก็†่ท(็ฎก็†็›ฃ็ฃ่€…ใงใ‚‚ใใ†ใงใชใ„ๅ ดๅˆใงใ‚‚)ใฏๅคงใ—ใฆ็ตฆๆ–™ใ‚’่ฒฐใฃใฆใ„ใชใ„ใ€ใจใ„ใ†ใ“ใจใŒๆ—ฅๆœฌใซใŠใ‘ใ‚‹็ฎก็†่ทใฎๅ‡ฆ้‡ใซใŠใ„ใฆ็ตๆง‹ๅคงใใชๅ•้กŒใงใ‚ใ‚‹ใ‚ˆใ†ใซๆ€ใ‚ใ‚Œใ‚‹ใ€‚

Image from Gyazo Image from Gyazo

ใ“ใฎใ“ใจใซใคใ„ใฆใฏๅƒ•ใฏๅ‰ใ‹ใ‚‰ใ‹ใชใ‚Š้–ขๅฟƒใŒใ‚ใฃใŸใฎใ ใŒใ€ๆˆฆๅพŒใ™ใใฎๆ™‚็‚นใงใ€Œ็ตฆไธŽ้กใ‚’ๅ‚่€ƒใจใ—ใฆ็›ฃ็ฃ็ฎก็†ใฎๅœฐไฝใ‚’่งฃ้‡ˆใ€ใ™ใ‚‹ใ“ใจใฏ้›ฃใ—ใ„็Šถๆณใซใ‚ใฃใŸใ‚ใ‘ใ ใ‹ใ‚‰ใ€ใ“ใฎๅ•้กŒใฏใ‚„ใฏใ‚Š็”ฃๆฅญๅ ฑๅ›ฝไผšใจใ„ใ†ใ‹ใ€็ตฑๅˆถๆดพ็š„ใช็ทๅŠ›ๆˆฆไฝ“ๅˆถใซๆทตๆบใŒใ‚ใ‚‹ใฎใ ใ‚ใ†ใ‹?่ชฟในใฆใฟใ‚‹ไพกๅ€คใฏใ‚ใ‚Šใใ†ใ (ใ‚ใจใง่ชฟในใพใ™)ใ€‚

ใใ—ใฆใ€ใ“ใฎๆœฌใ‚’ๆ›ธใ„ใŸไธŠใงใฎๆฟฑๅฃๆฐใฎๅ•้กŒๆ„่ญ˜ใฏใ ใ„ใŸใ„ไปฅไธ‹ใฎใ‚ˆใ†ใซใพใจใ‚ใ‚‰ใ‚Œใ‚‹ใฎใงใฏใชใ„ใ‹?

  1. ๅŠดๅƒ็ต„ๅˆใ‹ใ‚‰ใ€Œ็ฎก็†่ทใ€ใฏๆˆฆๅพŒๆ—ฉใ„ๆ™‚ๆœŸใซๆŽ’้™คใ•ใ‚ŒใŸ
  2. ใƒ›ใƒฏใ‚คใƒˆใ‚ซใƒฉใƒผใ‚จใ‚ฐใ‚จใƒณใƒ—ใ‚ทใƒงใƒณ/้ซ˜ใƒ—ใƒญใŒใ‚ใ‚“ใ ใ‘ๆฟ€ใ—ใ่ญฐ่ซ–ใ•ใ‚ŒใŸ้€šใ‚Šใ€ŒๅŠดๅƒ่€…ใ€ใฎๅ‡ฆ้‡ใซใฏ็คพไผšใฎ้ซ˜ใ„้–ขๅฟƒใŒใ‚ใ‚Šใ€ๅˆถๅบฆใ‚‚ใใ‚ใฃใฆใ„ใ‚‹
  3. ใซใ‚‚้–ขใ‚ใ‚‰ใš็ฎก็†่ทใฏใ„ใ„ๅŠ ๆธ›ใซใ€Œ็ฎก็†็›ฃ็ฃ่€…ใ€ใจ่ชๅฎšใ•ใ‚Œใ€ๅŠดๅƒ่€…ใจใ—ใฆใฎไฟ่ญทใ‚’ๅคฑใชใฃใฆใ—ใพใ†ๅผฑ่€…ใงใ‚ใ‚‹
  • ๅ›ฃ็ตใงใใชใ„ใ‹ใ‚‰ไฝฟ็”จ่€…ใจใฎไบคๆธ‰่ƒฝๅŠ›ใ‚‚้žๅธธใซไฝŽใ„ใ—ใ€ใพใŸๅฅๅบท็ฎก็†ใฎใŸใ‚ใฎไฟ่ญทใ‚ทใ‚นใƒ†ใƒ ใ‚‚็ฎก็†็›ฃ็ฃ่€…ใซใฏ้ฉ็”จใ•ใ‚Œใชใ„
  1. ๅพ“ๆฅญๅ“กไปฃ่กจๅˆถๅบฆใ‚’ๆดป็”จใ™ใ‚‹ๅฝขใฎๆณ•ๆ”นๆญฃใงใ“ใฎๅ•้กŒใ‚’็ทฉๅ’Œใงใใ‚‹ใฎใงใฏใชใ„ใ‹

ใ‚ธใƒงใƒ–ๅž‹้›‡็”จ็คพไผšใจใฏไฝ•ใ‹ ใงใ‚‚ใชใ‚“ใจใชใไผผใŸใ‚ˆใ†ใชไธปๅผตใ‚’ใ•ใ‚Œใฆใ„ใŸใจ่จ˜ๆ†ถใ—ใฆใ„ใฆใ€ใ€Œ็ต„ๅˆใฎๆฉŸ่ƒฝใŒไฝŽไธ‹ใ—ใฆใ„ใ‚‹ใ€ใ€Œใใ‚‚ใใ‚‚ใใฎใ“ใจใจ้–ขไฟ‚ใชใ็ต„ๅˆใฎไฟ่ญทใ‚’ใ†ใ‘ใ‚‰ใ‚Œใชใ„ไบบ้”ใŒๅญ˜ๅœจใ—ใฆใ„ใ‚‹ใ€ใจใ„ใ†ใ“ใจใŒๅ•้กŒๆ„่ญ˜ใชใฎใงใ‚ใ‚ใ†ใ‹?ใใ‚ŒใซใŸใ„ใ™ใ‚‹ๅ›ž็ญ”ใจใ—ใฆๅพ“ๆฅญๅ“กไปฃ่กจๅˆถใŒใฉใ‚Œใใ‚‰ใ„็พๅฎŸ็š„ใชใฎใ‹(ใƒ‰ใ‚คใƒ„ใซใŠใ‘ใ‚‹ใ“ใฎๅˆถๅบฆใซใคใ„ใฆ็Ÿฅ่ญ˜ใ‚’ไฟบใŒๆŒใŸใชใ„ใ“ใจใ‚‚ใ‚ใฃใฆ)ใ‚ˆใๅˆ†ใ‹ใ‚‰ใชใ„ใฎใ ใŒใ€ใ€Œใ‚นใ‚ญใƒซใซใ‚ˆใ‚‹ไบคๆธ‰ๅŠ›ใ€ใ‚’ๅพ“ๆฅญๅ“กๅดใŒใŸใ ใกใซ็ฒๅพ—ใงใใ‚‹ๅฏ่ƒฝๆ€งใฏ็พๅฎŸ็š„ใซใฏใชใ„ใฎใ ใ‹ใ‚‰ใ€ใ‚ˆใใ‚ˆใๅ’€ๅšผใ™ในใ่€ƒใˆๆ–นใงใ‚ใ‚‹ใ‚ˆใ†ใซๆ€ใ‚ใ‚Œใ‚‹ใ€‚

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ๆ‘ไธŠใ•ใ‚“ใ‚‚ใ—ใ‚…ใ„ใ‚ใƒžใƒžใ‚‚โ€‹:misskey:โ€‹ใงๅฎ‰ๅฎšๅŽๅ…ฅใ‚’ๅพ—ใฆใปใ—ใ„โ€‹:realdog_toypoo:โ€‹

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Another Update: Fastly saw a 2,775% increase in attack activity across our global network between the peak we reported yesterday (Dec. 4th) and 20:00 UTC today (Dec. 5th).

โš ๏ธ This in-the-wild evidence suggests attackers are relentlessly probing for vulnerable applications at scale. โš ๏ธ

It is worth your time to verify, not just trust, that you have zero exposure, and then drop everything to patch.

After the POC publicly dropped around 21:04 UTC yesterday (Dec. 4th), @fastlydevs detected what appeared, at the time, like a sharp escalation in attack activity.

In the 24 hours since then, the number of requests triggering our NGWAF signals for React2Shell exploded by 2,775% (as shown in the graph).

๐ŸŒŽ Fastly's Security Research team verified that select public PoCs grant attackers the single-step ability to execute commands, exfiltrate data, and gain write access on vulnerable servers.

This means cybercriminals and nation state actors alike face an alluring ROI, which is likely to motivate them to invest in weaponizing and operationalizing this at scale.

We are sharing this intelligence not to sow fear, but to reinforce the undeniable, urgent necessity of patching at this point. We also have a few updates for our customers:

๐Ÿ›ก๏ธ Fastly's teams expanded our Virtual Patch for CVE-2025-55182 to detect scan/probe activity and attempts to circumvent our NGWAF protections.

๐Ÿ› ๏ธ We discovered the built-in "Attack Tooling" signal in our NGWAF already detects scanners that emerged in the past 24h to probe for vulnerable apps; we suggest customers investigate any requests that triggered this signal, as it may indicate React2Shell activity.

๐Ÿค– Fortuitously, Fastly's Bot Management product flagged some react2shell attack tooling as a "Suspected Bad Bot," offering organizations another layer of defense here.

At this time, Fastly's goal is to provide our customers with breathing room to patch.

The best available fix at this time is to update your apps to the applicable patched versions. We are at the point where it is no longer "if," or possibly even "when," but "how often"?

We will continue monitoring global attack activity, investing in additional mitigations for our customers, and sharing intel with the public community.

Area chart showing 24 hour period spanning 20:00 UTC December 4 through 20:00 UTC December 5. The chart is an updated view since last published chart showing a dramatic 2,775% increase in the volume of requests that triggered React2Shell signals in Fastlyโ€™s NGWAF leaking at 19:00 UTC on December 5.
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