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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ๆ‘้›ฒใ•ใ‚“ใฎๆ€ง็™–ใ€ๆŽŸไธŠไปŠๆ—ฅๅญใซใ‚„ใ‚‰ใ‚ŒใŸ่ชฌใ‚ใ‚‹ใชโ€ฆ๏ผŸ๏ผŸ๏ผŸ

RE: https://mi.tsujigoya.net/notes/a8k3o63kll

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์ „๊ตญ๋ฏผ ์žฌ๋‚œ ์ง€์›๊ธˆ(13์กฐ 2์ฒœ์–ต)์ด ๋ฏธ๋ž˜์˜ ์šฐ๋ฆฌ๊ฐ€ ๊ฐš์•„์•ผ ํ•  ๋นš์ด๋ผ๋ฉฐ ์—ด๋‚ด๋Š” ๋ถ„๋“ค์„ ๋ณผ ๋•Œ๋งˆ๋‹ค
๋ ˆ๊ณ ๋žœ๋“œ 50์กฐ, ๋ถ€๋™์‚ฐ PF ์•ˆ์ •ํ™” 53์กฐ์› ์ด ๋– ์˜ค๋ฆ…๋‹ˆ๋‹ค.

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Managing your Loops instance should feel effortless.

That's why the admin dashboard has smart search (with modifiers!), intuitive sorting, and instant updates. Change your branding, moderate content, manage users - all without touching a config file.

Your changes deploy instantly. Because your time matters.

Loops Admin DashboardLoops Admin Dashboard
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์ „๊ตญ๋ฏผ ์žฌ๋‚œ ์ง€์›๊ธˆ(13์กฐ 2์ฒœ์–ต)์ด ๋ฏธ๋ž˜์˜ ์šฐ๋ฆฌ๊ฐ€ ๊ฐš์•„์•ผ ํ•  ๋นš์ด๋ผ๋ฉฐ ์—ด๋‚ด๋Š” ๋ถ„๋“ค์„ ๋ณผ ๋•Œ๋งˆ๋‹ค
๋ ˆ๊ณ ๋žœ๋“œ 50์กฐ, ๋ถ€๋™์‚ฐ PF ์•ˆ์ •ํ™” 53์กฐ์› ์ด ๋– ์˜ค๋ฆ…๋‹ˆ๋‹ค.

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Erin in the Morning์— ๋”ฐ๋ฅด๋ฉด ๋ง˜๋‹ค๋‹ˆ๋Š” ๋˜ ์ฟ ์˜ค๋ชจ ๋“ฑ ๊ธฐ์„ฑ "๋งŒ์ฃผ๋‹น" ์ •์น˜์ธ๊ณผ ๋‹ค๋ฅด๊ฒŒ ํŠธ๋žœ์Šค์  ๋” ์ธ๊ถŒ ์‹ ์žฅ ์ž…์žฅ์„ ๋ช…ํ™•ํžˆ ํ–ˆ์Œ. ๊ทธ์˜ ๊ณต์•ฝ์œผ๋กœ๋Š”: * ํŠธ๋Ÿผํ”„ ํ–‰์ •๋ถ€์˜ ํŠธ์  ์„ ๋ณผ๋ชจ๋กœ ํ•œ ์˜๋ฃŒ๊ธฐ๊ด€ ์ž๊ธˆ์ง€์› ์ค‘๋‹จ์„ ์ฃผ ์žฌ์ •์œผ๋กœ ๋ณด์ „ (์•ฝ 6500๋งŒ ๋ถˆ) * ๋ฐ˜๋Œ€๋กœ ์˜๋ฃŒ๊ธฐ๊ด€์ด ํŠธ๋Ÿผํ”„ ํ–‰์ •๋ช…๋ น์— ๊ณผ๋Œ€ ๋ฐ˜์‘์‹œ ๋ฒ•์ ์กฐ์น˜ * ๋‰ด์š•์‹œ์˜ "ํ”ผ๋‚œ์ฒ˜"(sanctuary city) ๊ธฐ๋Šฅ ๊ฐ•ํ™” (๋‹ค๋ฅธ ์ง€์ž์ฒด์™€ ์˜๋ฃŒ๊ธฐ๋ก, ์„ฑ๋ณ„ ๋“ฑ ๊ณต์œ  X, ์—ฐ๋ฐฉ์ •๋ถ€์˜ ๊ณต๊ฒฉ ๋ฐฉ์–ด ๋“ฑ) * ํŠธ์   ์ˆ˜๊ฐ์ž ๋ณดํ˜ธ ์•ฝ์† * ๋‰ด์š•์‹œ์— ์„ฑ์†Œ์ˆ˜์ž๋ถ€ ์‹ ์„ค

RE: https://bsky.app/profile/did:plc:5yjazo67wvtciqpmhiet3atc/post/3lsiuiqvvx22b

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็ฌฌ5็‰ˆใงๅœง็ธฎ็އใฎๅ‘ไธŠใซ้–ขใ™ใ‚‹ใ‚ขใƒƒใƒ—ใƒ‡ใƒผใƒˆใŒ่จˆ็”ปใ•ใ‚Œใฆใ‚‹ใฃใฆDeflateไปฅๅค–ใฎใ‚ขใƒซใ‚ดใƒชใ‚บใƒ ใซๅฏพๅฟœใ™ใ‚‹ๅฏ่ƒฝๆ€งใ‚ใ‚Š๏ผŸ

RE:
https://misskey.io/notes/a9geiin9lzqn06pm

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New term dropped: Undercapital Design

Describes the efforts of the underground to build alternative economic societies and structures

x.com/exeuntdoteth/status/1937

"@Sara_Horowitz
describes an autonomous, participatory, mutualistic third sector. a well of strategies for provisioning life outside of the toxic centralization of public and private systems... It is as ungraspable to the institutions as it is self-evident to the undergrounds. (my friends and I in Portland call it undercapital)."

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Excited to share that I've joined (Open Source Software Contribution Academy) as a mentor for the @fedifyFedify: an ActivityPub server framework project!

OSSCA is a national program run by South Korea's NIPA (National IT Industry Promotion Agency) through their Open Source Software Support Center, aimed at fostering the next generation of open source contributors.

We're currently in the process of selecting around 20 mentees who will start contributing to once the selection is complete. I've been busy preparing good first issues to help them get started on their open source journey.

Looking forward to working with these new contributors and seeing what amazing things we can build together!

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Taking extra time on the Loops launch was the right call!

The lessons from Pixelfed + all your feedback have been invaluable.

Result?

Loops will be incredibly straightforward to set up and run, with an admin dashboard that makes moderation and customization a breeze ๐Ÿš€

Almost ready to ship!

Loops admin dashboard Federation SettingsLoops admin dashboard Video details
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Before we begin, we must say that Margaret Sanger is involved in this. Sanger is a complex figure. On the one hand, she pioneered the USA's birth control movement and personally put her neck on the line for access to contraception. On the other, she had links with the eugenics movement. We acknowledge this.

In the USA in the 1930s, the situation regarding contraception was complex. It was simultaneously kind of legal and not legal. One major barrier to contraception was the Comstock Act, provisions in federal law which prohibited obscene matter being distributed via mail. Contraceptive devices and information about contraception were included under this definition of obscene matter.

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New NLNet Projects were recently announced, with a solid collection of ActivityPub related ones:

* Mastodon adding new features for institutional instances
* ActivityPub Polls for Wordpress
* Funkwhale Federation Improvements
* Making Events more interoperable between Fediverse Platforms
* Context Discovery in NodeBB
* Icosa 3-D Model Sharing with ActivityPub

Did I miss any?

nlnet.nl/news/2025/20250624-an

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A brand new 68k Mac emulator quietly dropped last night!!

โ€œSnowโ€ can emulate the Mac 128k, 512k, Plus, SE, Classic, and II. It supports reading disks from bitstream and flux-floppy images, and offers full execution control and debugging features for the emulated CPU. Written using Rust, it doesn't do any ROM patching or system call interception, instead aiming for accurate hardware-level emulation.

Download link (Mac, Windows, Linux): snowemu.com
Documentation link: docs.snowemu.com
Source link: github.com/twvd/snow
Release announcement: emaculation.com/forum/viewtopi

(Edit: I'm not the author - just spotted this on the Emaculation forum and had to share it!)

(Edit #2: Snow's author, Thomas โ€œtwvd" has joined the Fediverse now! Give him a follow at @twvd ๐Ÿ‘‹)

A screen capture of the new โ€œSnowโ€ Mac emulator, that came from its website. It depicts an emulated Mac in the centre of the main window, with a number of floating windows surrounding it: registers, breakpoints, instruction history, watchpoints, and disassembly.
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๋˜์ „์•คํŒŒ์ดํ„ฐ ์‹œ๋ฆฌ์ฆˆ๋ฅผ ๊ฐœ๋ฐœํ•œ ๋„ฅ์Šจ์˜ ์žํšŒ์‚ฌ ๋„ค์˜คํ”Œ ๋…ธ๋™์กฐํ•ฉ์ด ๊ตญ๋‚ด ๊ฒŒ์ž„์—…๊ณ„์—์„œ๋Š” ์ฒ˜์Œ์œผ๋กœ ํŒŒ์—…์— ๋“ค์–ด๊ฐ”์Šต๋‹ˆ๋‹ค.

โ€œ๋ชธ ๊ฐˆ์•„ ๋„ฃ์€ ๋ณด์ƒํ•˜๋ผโ€โ€ฆ๊ฒŒ์ž„์—…๊ณ„์—์„œ ์ฒ˜์Œ ํŒŒ์—…ํ•˜๋Š” ...

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์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ์— ์—ฌ๋Ÿฌ๋ถ„์˜ gemini cli(๋“ฑ๋“ฑ)์˜ ๋ฌด๋ฃŒ ์‚ฌ์šฉ๋Ÿ‰์„ ๊ธฐ์—ฌํ•˜์„ธ์š”

์˜คํ”ˆ์†Œ์Šค ์†Œํ”„ํŠธ์›จ์–ด๋ผ๋Š” ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ ๋ฐฉ๋ฒ•์€ ๊ทธ๋™์•ˆ ๋Œ€์„ฑ๊ณต์„ ๊ฑฐ๋‘์–ด ์˜ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์—๋Š” ์—ฌ๋Ÿฌ ์š”์ธ์ด ์žˆ์ง€๋งŒ, ์ค‘์š”ํ•œ ์š”์ธ ์ค‘ ํ•˜๋‚˜๋Š” ์ด๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ƒ์—… ์†Œํ”„ํŠธ์›จ์–ด๋“  ์˜คํ”ˆ์†Œ์Šค ์†Œํ”„ํŠธ์›จ์–ด๋“  ๊ณตํ‰ํ•˜๊ฒŒ ํ”„๋กœ๊ทธ๋ž˜๋จธ์˜ ์‹œ๊ฐ„์„ ๋“ค์ธ ๋งŒํผ ๊ฐœ๋ฐœ๋œ๋‹ค๋Š” ๊ฒƒ์ด์ง€์š”. ๋Šฅ๋ ฅ ์žˆ๋Š” ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ์ž๊ฐ€ ์‹œ๊ฐ„์„ ๊ธฐ์—ฌํ•˜๋ฉด ์˜คํ”ˆ์†Œ์Šค ์†Œํ”„ํŠธ์›จ์–ด๋Š” ์ƒ์—… ์†Œํ”„ํŠธ์›จ์–ด๋งŒํผ์ด๋‚˜ ๋น ๋ฅด๊ฒŒ ์„ฑ์žฅํ•  ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.

ํ•˜์ง€๋งŒ AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์˜ ์‹œ๋Œ€๊ฐ€ ๋น ๋ฅด๊ฒŒ ๋‹ค๊ฐ€์˜ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์•ž์œผ๋กœ ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ์€ ํ”„๋กœ๊ทธ๋ž˜๋จธ์˜ ์‹œ๊ฐ„๋งŒ์œผ๋กœ ๊ฐœ๋ฐœ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ƒ์—…์†Œํ”„ํŠธ์›จ์–ด๋Š” AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ์ ๊ทน์ ์œผ๋กœ ์‚ฌ์šฉํ•˜์—ฌ ์ด์ „๊ณผ ๋‹ค๋ฅธ ์ƒ์‚ฐ์„ฑ์œผ๋กœ ๊ฐœ๋ฐœ๋˜๊ธฐ ์‹œ์ž‘ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ƒ์—… ์†Œํ”„ํŠธ์›จ์–ด์™€ ๋‹ฌ๋ฆฌ ์˜คํ”ˆ์†Œ์Šค ์†Œํ”„ํŠธ์›จ์–ด๋Š” ์–ธ์ œ๋‚˜ ๊ทธ๋Ÿด ์ˆ˜๋Š” ์—†์Šต๋‹ˆ๋‹ค. ํ”„๋กœ์ ํŠธ์˜ ์„ฑ์žฅ๊ณผ ์œ ์ง€๋ฅผ ์œ„ํ•ด ํ›Œ๋ฅญํ•œ ํ”„๋กœ๊ทธ๋ž˜๋จธ๋“ค์˜ ์‹œ๊ฐ„์„ ๋“ค์ด๋Š” ๊ฒƒ์„ ๋„˜์–ด์„œ, ํ›Œ๋ฅญํ•œ ํ”„๋กœ๊ทธ๋ž˜๋จธ๋“ค์ด ์‹œ๊ฐ„์— ๋”ํ•ด ๋น„์šฉ๊นŒ์ง€ ๋“ค์—ฌ์•ผ ํ•œ๋‹ค๋ฉด์š”.

์ƒ์—… ์†Œํ”„ํŠธ์›จ์–ด์™€ ์˜คํ”ˆ์†Œ์Šค ์†Œํ”„ํŠธ์›จ์–ด ์‚ฌ์ด์˜ ๋ถˆ๊ท ๋“ฑํ•œ ์ƒ์‚ฐ์„ฑ์˜ ์‹œ๋Œ€๊ฐ€ ์ฝ”์•ž๊นŒ์ง€ ๋‹ค๊ฐ€์˜ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

์ƒˆ๋กœ์šด ๊ธฐ์—ฌ์ž ํ™•๋ณด์˜ ๋ฌธ์ œ

๋ฌธ์ œ๋Š” ์—ฌ๊ธฐ์„œ ๊ทธ์น˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ๋Š” ์ƒˆ ๊ธฐ์—ฌ์ž๋ฅผ ์–ป๊ธฐ ๋” ํž˜๋“ค์–ด์ ธ๊ฐ€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์™œ๋ƒํ•˜๋ฉด ์ด์ œ 'good first issue'๋ผ๋Š” ๊ฒƒ์€ ์˜๋ฏธ๊ฐ€ ์—†๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ๊ทธ ์ •๋„๋กœ ์‰ฌ์šด ์ผ์€ ์ƒˆ๋กœ์šด ๊ธฐ์—ฌ์ž ๋Œ€์‹  ๋กœ๋ด‡์ด ํ•ด๊ฒฐํ•  ๊ฐ€๋Šฅ์„ฑ์ด ๋†’๊ณ , ๊ทธ ๋กœ๋ด‡์€ ์ƒˆ๋กœ์šด ๊ธฐ์—ฌ์ž์˜ ๋กœ๋ด‡์ผ ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฒฐ๊ตญ AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์œผ๋กœ ๊ธฐ์—ฌํ•˜๋Š” ์ƒˆ ๊ธฐ์—ฌ์ž๋Š” ์ด ํ”„๋กœ์ ํŠธ์— ๋Œ€ํ•ด ๊ฑฐ์˜ ๋ฐฐ์šฐ์ง€ ๋ชปํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค.

์ „ํ†ต์ ์ธ ์˜คํ”ˆ์†Œ์Šค ์ƒํƒœ๊ณ„์—์„œ 'good first issue'๋Š” ๋‹จ์ˆœํžˆ ์‰ฌ์šด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๊ฒƒ์ด ์•„๋‹ˆ์—ˆ์Šต๋‹ˆ๋‹ค. ์ƒˆ๋กœ์šด ๊ธฐ์—ฌ์ž๊ฐ€ ํ”„๋กœ์ ํŠธ์˜ ์ฝ”๋“œ๋ฒ ์ด์Šค๋ฅผ ์ดํ•ดํ•˜๊ณ , ๊ฐœ๋ฐœ ํ”„๋กœ์„ธ์Šค๋ฅผ ์ตํžˆ๋ฉฐ, ์ปค๋ฎค๋‹ˆํ‹ฐ์™€ ์†Œํ†ตํ•˜๋Š” ๋ฒ•์„ ๋ฐฐ์šฐ๋Š” ํ•™์Šต ๊ณผ์ •์ด์—ˆ์Šต๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ AI๊ฐ€ ์ด๋Ÿฐ ๋‹จ์ˆœํ•œ ์ž‘์—…๋“ค์„ ๋Œ€์‹  ์ฒ˜๋ฆฌํ•˜๊ฒŒ ๋˜๋ฉด, ์ƒˆ๋กœ์šด ๊ธฐ์—ฌ์ž๋“ค์€ ์ง„์ž… ๊ธฐํšŒ๋ฅผ ์žƒ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค.

AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์˜ ํ˜„์žฌ ์œ„์น˜

AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์€ ์™„๋ฒฝํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ˆ™๋ จ๋œ ์ „๋ฌธ๊ฐ€๊ฐ€ ์ˆ™๋ จ๋œ ๋„๋ฉ”์ธ์—์„œ ์ž‘์—…ํ•˜๋Š” ๊ฒƒ๋งŒํผ ์ž˜ํ•˜์ง€๋Š” ๋ชปํ•ฉ๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ๋น„์ˆ™๋ จ๋œ ํ”„๋กœ๊ทธ๋ž˜๋จธ๊ฐ€ ์ฒ˜์Œ ๋ณด๋Š” ํ”„๋กœ์ ํŠธ์—์„œ ์ž‘์—…ํ•˜๋Š” ๊ฒƒ๋ณด๋‹ค๋Š” ์ž˜ํ•  ๋•Œ๊ฐ€ ๋งŽ์Šต๋‹ˆ๋‹ค.

๊ทธ๋Ÿฌ๋‚˜ ๋งŽ์€ ์˜คํ”ˆ์†Œ์Šค ์†Œํ”„ํŠธ์›จ์–ด๋Š” ๋ฐ”๋กœ ์ด๋Ÿฐ ๋น„์ˆ™๋ จ ๊ธฐ์—ฌ๊ฐ€ ์„ฑ์žฅ์˜ ํ•œ ์ถ•์„ ์ฐจ์ง€ํ•ฉ๋‹ˆ๋‹ค. ์ฒ˜์Œ ํ”„๋กœ์ ํŠธ์— ์ฐธ์—ฌํ•˜๋Š” ๊ฐœ๋ฐœ์ž๋“ค์˜ ์ž‘์€ ๊ธฐ์—ฌ๋“ค์ด ๋ชจ์—ฌ ๊ฑฐ๋Œ€ํ•œ ํ”„๋กœ์ ํŠธ๊ฐ€ ๋ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ์ด๋Ÿฐ ๋น„์ˆ™๋ จ ๊ธฐ์—ฌ์˜ ์ผ๋ถ€๋Š” ์†์‰ฝ๊ฒŒ AI๊ฐ€ ๋Œ€์ฒดํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ์—ฌ์ž…๋‹ˆ๋‹ค.

๋‹คํ–‰ํžˆ๋„ ์ง€๊ธˆ์€ AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์˜ ์ดˆ์ฐฝ๊ธฐ์ž…๋‹ˆ๋‹ค. Gemini CLI๊ฐ€ ๋ฌด๋ฃŒ ์‚ฌ์šฉ๋Ÿ‰์„ ์ œ๊ณตํ•˜๋“ฏ์ด, ์•ž์œผ๋กœ ์—ฌ๋Ÿฌ ํšŒ์‚ฌ๋“ค์ด ๋น„์Šทํ•œ ๊ธฐํšŒ๋ฅผ ์ œ๊ณตํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. Claude, ChatGPT, Copilot ๋“ฑ ๋‹ค์–‘ํ•œ AI ๋„๊ตฌ๋“ค์ด ๊ฐœ์ธ ์‚ฌ์šฉ์ž์—๊ฒŒ ๋ฌด๋ฃŒ ํฌ๋ ˆ๋”ง์„ ์ œ๊ณตํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ ์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ์— ๊ธฐ์—ฌํ•  ์ƒˆ๋กœ์šด ๊ธฐํšŒ๋กœ ์‚ผ์„ ์ˆ˜ ์žˆ์„๊นŒ์š”?

์ฃผ์˜: ์ด ๊ธ€์€ ์•„๋ฌด ํ”„๋กœ์ ํŠธ์—๋‚˜ ๋ฐฉ๋ฌธํ•ด์„œ AI๋กœ ์ ๋‹นํ•œ ์ฝ”๋“œ๋ฅผ ์ƒ์„ฑํ•œ ๋‹ค์Œ ํŒจ์น˜๋ฅผ ๋ณด๋‚ด๋ผ๋Š” ๋œป์ด ์•„๋‹™๋‹ˆ๋‹ค.

AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์€ (์•„์ง์€) ๋งˆ๋ฒ•์ด ์•„๋‹™๋‹ˆ๋‹ค. "์ด ํ”„๋กœ์ ํŠธ๋ฅผ ๊ฒ๋‚˜ ๋ฉ‹์ง€๊ฒŒ ๋งŒ๋“ค ๊ธฐ๋Šฅ์„ ์ถ”๊ฐ€ํ•ด์ฃผ์„ธ์š”"๋ผ๊ณ  ํ•œ๋‹ค๊ณ  ํ•ด์„œ ๊ทธ๋Ÿฐ ํŒจ์น˜๊ฐ€ ๋‚˜์˜ค๋Š” ์‹์œผ๋กœ๋Š” ๋™์ž‘ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์ด์ƒ์ ์ธ ๊ฒฝ์šฐ: AI ์นœํ™”์  ํ”„๋กœ์ ํŠธ

๊ฐ€์žฅ ์ข‹์€ ๋ฐฉ๋ฒ•์€ ํ”„๋กœ์ ํŠธ๊ฐ€ AI ์นœํ™”์ ์œผ๋กœ ์ค€๋น„๋˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋ฐ”๋กœ ์ž‘์—…ํ•  ์ˆ˜ ์žˆ์„ ๋งŒํผ ์ž˜ ์ •์˜๋œ ์ด์Šˆ๋“ค์ด ์žˆ๋Š” ํ”„๋กœ์ ํŠธ๋ผ๋ฉด, "nnn ๋ฒˆ ์ด์Šˆ์— ๋Œ€ํ•ด ์ž‘์—…ํ•ด ์ฃผ์„ธ์š”"๋ผ๋Š” ์š”์ฒญ๋งŒ์œผ๋กœ๋„ ๋ˆ„๊ตฌ๋‚˜ ๊ธฐ์—ฌํ•  ์ˆ˜ ์žˆ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

ํ•˜์ง€๋งŒ (์ ์–ด๋„ ์•„์ง์€) ๊ทธ๋Ÿฐ ํ”„๋กœ์ ํŠธ๊ฐ€ ๋งŽ์ง€๋Š” ์•Š์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

ํ˜„์‹ค์ ์ธ ์ ‘๊ทผ: AI๊ฐ€ ์ž˜ํ•˜๋Š” ์ผ๋“ค์— ์ง‘์ค‘

๋Œ€์‹  AI๋Š” ์ธ๊ฐ„๊ณผ ๋น„๋Œ€์นญ์ ์œผ๋กœ ์ž˜ํ•˜๋Š” ๊ธฐ๋Šฅ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

์ด๋ฅผํ…Œ๋ฉด ์ด์Šˆ์— minimal reproducible case๊ฐ€ ๋ณด๊ณ ๋˜์–ด ์žˆ์ง€๋งŒ ์•„์ง ๊ตฌ์ฒด์ ์œผ๋กœ ๋ฐœ์ƒํ•˜๋Š” ์›์ธ์ด ๋ฐํ˜€์ ธ ์žˆ์ง€ ์•Š์€ ๊ฒฝ์šฐ๋ฅผ ์ƒ๊ฐํ•ด๋ด…์‹œ๋‹ค. ๋ฒ„๊ทธ๋ฅผ ๊ณ ์น˜๋Š” ์‚ฌ๋žŒ์ด ํ•ด์•ผํ•˜๋Š” ์ง€๋ฃจํ•œ ์ž‘์—… ๊ฐ€์šด๋ฐ ํ•˜๋‚˜๋Š”, ์ด ๋ฌธ์ œ๋ฅผ ์–ด๋–ป๊ฒŒ ์ˆ˜์ •ํ• ์ง€๋ฅผ ์ƒ๊ฐํ•˜๊ธฐ์— ์•ž์„œ ์ด ๋ฌธ์ œ๊ฐ€ ์–ด๋””์„œ ๋ฐœ์ƒํ•˜๋Š”์ง€ ์ฐพ๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋””๋ฒ„๊ฑฐ๋ฅผ ์จ์•ผ ํ•  ์ˆ˜๋„ ์žˆ๊ณ , ์ฝ”๋“œ์— ๋งŽ์€ trace log๋ฅผ ๋‚จ๊ฒจ์•ผ ํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.

ํ•˜์ง€๋งŒ AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๋Š” ํ…Œ์ŠคํŠธ๊ฐ€ ์žฌํ˜„ ๊ฐ€๋Šฅํ•˜๊ธฐ๋งŒ ํ•˜๋‹ค๋ฉด, ๋ฌธ์ œ๋ฅผ ๋ฐœ์ƒ์‹œํ‚ค๋Š” ์ •ํ™•ํ•œ ์ค„์„ ์ฐพ์•„๋‚ด๋Š” ๋ฐ ํƒ์›”ํ•ฉ๋‹ˆ๋‹ค. ์ง€์น˜์ง€ ์•Š๊ณ  ์ •์„์ ์ธ ์ง€๋ฃจํ•œ ๋ฐฉ๋ฒ•์œผ๋กœ ๊พธ์ค€ํžˆ ๋กœ๊ทธ๋ฅผ ์ถ”๊ฐ€ํ•˜๊ณ  ํ…Œ์ŠคํŠธ๋ฅผ ๋‹ค์‹œ ์‹คํ–‰ํ•˜๋ฉด์„œ ๋ฌธ์ œ๋ฅผ ์ฐพ์•„๋‚ด๊ฑฐ๋“ ์š”.

์–ด์ฉŒ๋ฉด ๋ฌธ์ œ์˜ ์›์ธ์ด ์•„์ฃผ ๋‹จ์ˆœํ•ด์„œ, ๋ฌธ์ œ๋ฅผ ๋ฐ”๋กœ ์ˆ˜์ •ํ•  ์ˆ˜ ์žˆ์„์ง€๋„ ๋ชจ๋ฆ…๋‹ˆ๋‹ค! ๊ทธ๋ ‡๋‹ค๋ฉด ํŒจ์น˜๋ฅผ ์ œ์ถœํ•ด๋„ ์ข‹๊ฒ ์ง€์š”. ํ•˜์ง€๋งŒ ๋ฐ”๋กœ ์ˆ˜์ •ํ•˜๊ธฐ๊นŒ์ง€๋Š” ์–ด๋ ต๋”๋ผ๋„ ๊ดœ์ฐฎ์Šต๋‹ˆ๋‹ค. ๋ฒ„๊ทธ ๋ฆฌํฌํŠธ์™€ ์‹ค์ œ ์ฝ”๋“œ์˜ ๋ฌธ์ œ๋ฅผ ๋งคํ•‘ํ•˜๋Š” ๊ฒƒ์€ ๊ทธ ์ž์ฒด๋กœ ์ง€๋ฃจํ•˜๊ณ  ์‹œ๊ฐ„์ด ๊ฑธ๋ฆฌ๋Š” ์ผ์ž…๋‹ˆ๋‹ค. ์ด๊ฒƒ์„ ๋Œ€์‹ ํ•˜๋Š” ๊ฒƒ์œผ๋กœ๋„ ํฐ ์ž‘์—…์„ ๋Œ€์‹ ํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

์ฃผ์˜: ๋ชจ๋“  ํ”„๋กœ์ ํŠธ๊ฐ€ AI ๊ธฐ์—ฌ๋ฅผ ํ™˜์˜ํ•  ๋ฆฌ๋Š” ์—†์Šต๋‹ˆ๋‹ค. ์ถฉ๋ถ„ํžˆ ์œ ์šฉํ•˜๊ฒŒ ๋‹ค๋“ฌ์–ด์ง€์ง€ ๋ชปํ•œ ์œ ํ˜•์˜ AI ๊ธฐ์—ฌ๋Š” ์ŠคํŒธ์ฒ˜๋Ÿผ ๋А๊ปด์งˆ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์Œ์„ ์œ ์˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

๋ฏธ๋ž˜

์‚ฌ์‹ค ๋ˆ„๊ตฌ๋‚˜ ์ž๊ธฐ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ๋š๋”ฑ ๋งŒ๋“ค์–ด๋‚ผ ์ˆ˜ ์žˆ๊ฒŒ ๋˜์—ˆ๋‹ค๋Š” ์ ์—์„œ ์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ์— ์ฐธ์—ฌํ•˜๋Š” ์‚ฌ๋žŒ๋“ค์˜ ๋™๊ธฐ์™€ ๊ธฐ์—ฌ ๋ฐฉ์‹ ์ž์ฒด๊ฐ€ ํฌ๊ฒŒ ๋’ค๋ฐ”๋€” ๊ฐ€๋Šฅ์„ฑ์ด ๋†’์Šต๋‹ˆ๋‹ค.

AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ๋ˆ„๊ตฌ๋‚˜ ๊ฑฐ์˜ ๋ฌด๋ฃŒ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์‹œ๋Œ€๊ฐ€ ์˜ฌ๊นŒ์š”? ์•„๋งˆ ์–ด๋А ์ •๋„์˜ ์‚ฌ์šฉ๋Ÿ‰๊นŒ์ง€๋Š” ๊ทธ๋Ÿด ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๊ทธ๊ฒƒ์ด ์–ผ๋งˆ๋‚˜ ๋งŽ์€ ์–‘์ผ์ง€์— ๋”ฐ๋ผ์„œ ์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ์˜ ๋ฏธ๋ž˜๋Š” ํฌ๊ฒŒ ๋ฐ”๋€Œ๊ฒ ์ง€์š”.

๋งŒ์ผ ์ •๋ง๋กœ AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ๋ˆ„๊ตฌ๋‚˜ ๋ฌด์ œํ•œ์ ์œผ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋‹ค๋ฉด, ๋Œ€๊ทœ๋ชจ๊ฐ€ ์•„๋‹Œ ๋Œ€๋ถ€๋ถ„์˜ ์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ์—๋Š” ๋”์ด์ƒ ํ˜‘๋ ฅ์ด ํ•„์š”ํ•˜์ง€ ์•Š์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ง„์ •์œผ๋กœ '์–ด๋–ป๊ฒŒ'๋ณด๋‹ค '๋ฌด์—‡์„'์ด ๋” ์ค‘์š”ํ•œ ์‹œ๋Œ€๊ฐ€ ์˜จ๋‹ค๋ฉด, ํ”„๋กœ์ ํŠธ์˜ ๋ชฉํ‘œ๋ฅผ ํ™•๊ณ ํ•˜๊ฒŒ ๊ฐ€์ง„ ์‚ฌ๋žŒ์ด ๊ทนํ•œ์˜ ์™„์„ฑ๋„๊นŒ์ง€ ํ”„๋กœ์ ํŠธ๋ฅผ ๋ฐ€์–ด๋ถ™์ด๋Š” ํŽธ์ด ํ›จ์”ฌ ์ข‹์€ ๊ฒฐ๊ณผ๋ฅผ ๋งŒ๋“ค๊ฒ ์ง€์š”.

๊ทธ๋Ÿฐ ์‹œ๋Œ€๊ฐ€ ์˜ฌ์ง€ ์˜ค์ง€ ์•Š์„์ง€ ๋ชจ๋ฅด๊ฒ ์Šต๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ๊ทธ ์ „๊นŒ์ง€๋Š”, AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ์ด ๋ˆ„๊ตฌ์—๊ฒŒ๋‚˜ ์ฃผ์–ด์ง€๋Š” ๊ธฐํšŒ์ด์ง€๋งŒ ํ”„๋กœ์ ํŠธ๋ฅผ ๋‹จ์ˆจ์— ์™„์„ฑํ• ๋งŒํผ ์ฃผ์–ด์ง€์ง€๋Š” ์•Š๋Š” ์‹œ๋Œ€๊ฐ€ ์œ ์ง€๋˜๋Š” ๋™์•ˆ์—๋Š”, ๋‹ค์Œ ์„ธ๋Œ€์˜ ์˜คํ”ˆ์†Œ์Šค ๊ธฐ์—ฌ์˜ ๋ฐฉ๋ฒ•์€ AI ํ”„๋กœ๊ทธ๋ž˜๋ฐ ์‚ฌ์šฉ๋Ÿ‰์„ ๊ธฐ์—ฌํ•˜๋Š” ๊ฒƒ์ด ํ•˜๋‚˜์˜ ํฐ ์ถ•์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

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้…ๅปถๆดพ้€šไฟกใฎๆœˆใ‚คใƒใ‚จใƒƒใ‚ปใ‚คใ€‚ใƒฆใƒชใ‚คใ‚ซๅฒก๏จ‘ไนพไบŒ้ƒŽ็‰น้›†ใฎๅ‘Š็Ÿฅใคใ„ใงใซใ€ๆ‹™็จฟใฎๆณจใงใกใ‚‡ใฃใจ่จ€ๅŠใ—ใŸใƒ€ใƒณใƒปใ‚ฐใƒฌใ‚ขใƒ ใซใคใ„ใฆๆ›ธใใพใ—ใŸใ€‚
้…ๅปถๆดพ้€šไฟก็•ชๅค–็ทจ๏ผšใƒ€ใƒณใƒปใ‚ฐใƒฌใ‚ขใƒ ใซใคใ„ใฆ๏ผˆใ‚ญใƒ ใƒปใ‚ดใƒผใƒ‰ใƒณใจๅ…ฑใซ๏ผ‰ note.com/imdkm/n/nb34b4992f823

้…ๅปถๆดพ้€šไฟก็•ชๅค–็ทจ๏ผšใƒ€ใƒณใƒปใ‚ฐใƒฌใ‚ขใƒ ใซใคใ„ใฆ๏ผˆใ‚ญใƒ ใƒปใ‚ดใƒผใƒ‰ใƒณใจๅ…ฑใซ๏ผ‰๏ฝœimdkm

ไปŠๅ›žใฏๆœˆใ‚คใƒใฎ็•ชๅค–็ทจใ€ใ‚จใƒƒใ‚ปใ‚คๅ›žใ€‚ไธ€็•ชๅฅฝใใชใ‚ขใƒผใƒ†ใ‚ฃใ‚นใƒˆใฎใฒใจใ‚Šใ€ใƒ€ใƒณใƒปใ‚ฐใƒฌใ‚ขใƒ ใซใคใ„ใฆใ€‚ใ‚ญใƒ ใƒปใ‚ดใƒผใƒ‰ใƒณใฎใƒกใƒณใ‚ฟใƒผ็š„ๅญ˜ๅœจใงใ‚ใ‚Šใ€๏ผˆใƒใ‚นใƒˆ๏ผ‰ใ‚ณใƒณใ‚ปใƒ—ใƒใƒฅใ‚ขใƒซใƒปใ‚ขใƒผใƒˆใฎใ‚ขใƒผใƒ†ใ‚ฃใ‚นใƒˆใฎใชใ‹ใงใ‚‚ใƒใƒƒใƒ—ใ‚ซใƒซใƒใƒฃใƒผใ‚„ใ‚ตใƒ–ใ‚ซใƒซใƒใƒฃใƒผใซๅฅฝๅฅ‡ๅฟƒๆ—บ็››ใ ใฃใŸใ‹ใ‚Œใซใคใ„ใฆใ€‚ ้’ๅœŸ็คพ |ใƒฆใƒชใ‚คใ‚ซ๏ผšใƒฆใƒชใ‚คใ‚ซ2025ๅนด7ๆœˆ่‡จๆ™‚ๅข—ๅˆŠๅทใ€€็ท็‰น้›†๏ผๅฒก๏จ‘ไนพไบŒ้ƒŽ www.seidosha.co.jp ๆœฌๆ—ฅ็™บๅฃฒใจใชใฃใŸใƒฆใƒชใ‚คใ‚ซ2025ๅนด7ๆœˆ่‡จๆ™‚ๅข—ๅˆŠๅทใ€€็ท็‰น้›†๏ผๅฒก๏จ‘ไนพไบŒ้ƒŽใซใ€ใ€Ž้Ÿณๆฅฝใ‚’่ชžใ‚‹ๅฒก๏จ‘ไนพไบŒ้ƒŽใ‚’่ชญใ‚“ใง้Ÿณๆฅฝใ‚’่ชžใ‚‹ใ€ใจใ„ใ†ใ‚จใƒƒใ‚ปใ‚คใ‚’ๅฏ„ใ›ใฆใ„ใ‚‹ใ€‚ใ‚จใƒƒใ‚ปใ‚คใจใฏใ„ใฃใฆใ‚‚ใ€ใพใ‚ใ„ใคใ‚‚ใฎ่ชฟๅญใง่ซ–่€ƒใฟใŸใ„ใชใ‚‚

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๋‰ด์š•์‹œ์žฅ ๋ฏผ์ฃผ๋‹น ํ›„๋ณด๋กœ ์„ ์ถœ๋œ โ€˜๋ฏผ์ฃผ์‚ฌํšŒ์ฃผ์˜์žโ€™์ธ ์กฐ๋ž€ ๋ง˜๋‹ค๋‹ˆ๊ฐ€ ์ขŒ์šฐ๋ฅผ ๋ง‰๋ก ํ•œ ๊ธฐ๋“๊ถŒ์ธต์˜ ๋ฐ˜๋ฐœ์„ ๋šซ๊ณ , ์˜ฌํ•ด 11์›” ๋‰ด์š•์‹œ์žฅ ์ž๋ฆฌ๋ฅผ ๊ฑฐ๋จธ์ฅ˜์ง€ ๊ด€์‹ฌ์ด ์ ๋ฆฝ๋‹ˆ๋‹ค. ๊ทธ๊ฐ€ ๋‹น์„ ๋˜๋ฉด ์ตœ์ดˆ์˜ ๋ฌด์Šฌ๋ฆผ, ์‚ฌํšŒ์ฃผ์˜์ž, ๋ฐ€๋ ˆ๋‹ˆ์–ผ ์„ธ๋Œ€ ๋‰ด์š•์‹œ์žฅ์ด ๋ฉ๋‹ˆ๋‹ค.

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