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No more shipping websites with slow images! ๐Ÿ”ฅ

๐Ÿ” **image-auditor** โ€” A TUI for detecting image performance issues

โšก Finds missing lazy loading, wrong formats, layout shifts & oversized images

๐Ÿ’ฏ Helps with SEO, Core Web Vitals & Lighthouse scores

๐Ÿฆ€ Written in Rust & built with @ratatui_rsRatatui

โญ GitHub: github.com/0franco/image-audit

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๐Ÿ• 2026-03-13 00:00 UTC

๐Ÿ“ฐ Claude Codeใ‚’ๅŠ ้€Ÿใ•ใ›ใ‚‹็งใฎๆŽจใ—ใ‚นใ‚ญใƒซใƒปใƒ„ใƒผใƒซใƒป่จญๅฎš๏ผˆFindyใ‚คใƒ™ใƒณใƒˆ็™ปๅฃ‡่ณ‡ๆ–™๏ผ‰ (๐Ÿ‘ 312)

๐Ÿ‡ฌ๐Ÿ‡ง Tips to supercharge Claude Code development: Raycast shortcuts for instant terminal launch, custom snippets, and workflow optimizations shared at F...
๐Ÿ‡ฐ๐Ÿ‡ท Claude Code ๊ฐœ๋ฐœ ๊ฐ€์†ํ™” ํŒ: Raycast ๋‹จ์ถ•ํ‚ค๋กœ ํ„ฐ๋ฏธ๋„ ์ฆ‰์‹œ ์‹คํ–‰, ์ปค์Šคํ…€ ์Šค๋‹ˆํŽซ, ์›Œํฌํ”Œ๋กœ์šฐ ์ตœ์ ํ™” ๋ฐฉ๋ฒ•์„ Findy ์ด๋ฒคํŠธ์—์„œ ๊ณต์œ .

๐Ÿ”— zenn.dev/ubie_dev/articles/cla

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๐Ÿ• 2026-03-12 12:00 UTC

๐Ÿ“ฐ Claude Codeใ‚’ๅŠ ้€Ÿใ•ใ›ใ‚‹็งใฎๆŽจใ—ใ‚นใ‚ญใƒซใƒปใƒ„ใƒผใƒซใƒป่จญๅฎš๏ผˆFindyใ‚คใƒ™ใƒณใƒˆ็™ปๅฃ‡่ณ‡ๆ–™๏ผ‰ (๐Ÿ‘ 265)

๐Ÿ‡ฌ๐Ÿ‡ง Tips to accelerate Claude Code dev: Raycast shortcuts for fast terminal launch, custom skills, and productivity-boosting configurations.
๐Ÿ‡ฐ๐Ÿ‡ท Claude Code ๊ฐœ๋ฐœ ๊ฐ€์†ํ™” ํŒ: ๋น ๋ฅธ ํ„ฐ๋ฏธ๋„ ์‹คํ–‰์„ ์œ„ํ•œ Raycast ๋‹จ์ถ•ํ‚ค, ์ปค์Šคํ…€ ์Šคํ‚ฌ ๋ฐ ์ƒ์‚ฐ์„ฑ ํ–ฅ์ƒ ์„ค์ • ์†Œ๊ฐœ.

๐Ÿ”— zenn.dev/ubie_dev/articles/cla

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๐Ÿ• 2026-03-11 18:00 UTC

๐Ÿ“ฐ Claude Codeใ‚’ๅŠ ้€Ÿใ•ใ›ใ‚‹็งใฎๆŽจใ—ใ‚นใ‚ญใƒซใƒปใƒ„ใƒผใƒซใƒป่จญๅฎš๏ผˆFindyใ‚คใƒ™ใƒณใƒˆ็™ปๅฃ‡่ณ‡ๆ–™๏ผ‰ (๐Ÿ‘ 164)

๐Ÿ‡ฌ๐Ÿ‡ง Practical tips to accelerate Claude Code: Raycast shortcuts for quick terminal launch, custom skills setup, and workflow optimization
๐Ÿ‡ฐ๐Ÿ‡ท Claude Code ๊ฐœ๋ฐœ ์†๋„๋ฅผ ๋†’์ด๋Š” ์‹ค์šฉ์ ์ธ ํŒ: Raycast ๋‹จ์ถ•ํ‚ค๋กœ ๋น ๋ฅธ ํ„ฐ๋ฏธ๋„ ์‹คํ–‰, ์ปค์Šคํ…€ ์Šคํ‚ฌ ์„ค์ • ๋ฐ ์›Œํฌํ”Œ๋กœ์šฐ ์ตœ์ ํ™”

๐Ÿ”— zenn.dev/ubie_dev/articles/cla

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๐Ÿ• 2026-03-11 12:00 UTC

๐Ÿ“ฐ Claude Codeใ‚’ๅŠ ้€Ÿใ•ใ›ใ‚‹็งใฎๆŽจใ—ใ‚นใ‚ญใƒซใƒปใƒ„ใƒผใƒซใƒป่จญๅฎš๏ผˆFindyใ‚คใƒ™ใƒณใƒˆ็™ปๅฃ‡่ณ‡ๆ–™๏ผ‰ (๐Ÿ‘ 125)

๐Ÿ‡ฌ๐Ÿ‡ง Tips to accelerate Claude Code development: Raycast shortcuts for quick terminal launch, custom skills, and workflow optimization techniques.
๐Ÿ‡ฐ๐Ÿ‡ท Claude Code ๊ฐœ๋ฐœ ๊ฐ€์†ํ™” ํŒ: ๋น ๋ฅธ ํ„ฐ๋ฏธ๋„ ์‹คํ–‰์„ ์œ„ํ•œ Raycast ๋‹จ์ถ•ํ‚ค, ์ปค์Šคํ…€ ์Šคํ‚ฌ, ์›Œํฌํ”Œ๋กœ์šฐ ์ตœ์ ํ™” ๊ธฐ๋ฒ• ์†Œ๊ฐœ.

๐Ÿ”— zenn.dev/ubie_dev/articles/cla

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๐Ÿ“ฐ PRใฎใƒฌใƒ“ใƒฅใƒผใŒ่ฟฝใ„ใคใ‹ใชใ„๏ผใ‚‚ใ†ไบบ้–“ใŒใƒœใƒˆใƒซใƒใƒƒใ‚ฏใชใฎใงใ€ๆฐ—ๅˆใ„ใงใฏใชใไป•็ต„ใฟใงๅฐ‘ใ—ใšใคใชใ‚“ใจใ‹ใ—ใฆใ„ใ (๐Ÿ‘ 65)

๐Ÿ‡ฌ๐Ÿ‡ง Teams face PR review bottlenecks as Claude Code enables engineers & non-engineers to create massive PRs. Systematic solutions needed, not willpower.
๐Ÿ‡ฐ๐Ÿ‡ท Claude Code๋กœ ์—”์ง€๋‹ˆ์–ด์™€ ๋น„๊ฐœ๋ฐœ์ž ๋ชจ๋‘ PR ์ƒ์„ฑํ•˜๋ฉด์„œ ๋ฆฌ๋ทฐ ๋ณ‘๋ชฉ ๋ฐœ์ƒ. ๊ธฐํ•ฉ์ด ์•„๋‹Œ ์‹œ์Šคํ…œ์  ํ•ด๊ฒฐ์ฑ… ํ•„์š”.

๐Ÿ”— zenn.dev/pepabo/articles/ai-pr

๐Ÿ“ฐ bump ใจใ„ใ†ใƒใƒผใ‚ธใƒงใƒณใƒใƒณใƒ—ใƒ„ใƒผใƒซใ‚’ไฝœใฃใŸ (๐Ÿ‘ 42)

๐Ÿ‡ฌ๐Ÿ‡ง New universal version bumping tool 'bump' works across languages, inspired by Go's gobump. Simplifies semantic versioning for any project.
๐Ÿ‡ฐ๐Ÿ‡ท ๋‹ค์–‘ํ•œ ์–ธ์–ด๋ฅผ ์ง€์›ํ•˜๋Š” ๋ฒ”์šฉ ๋ฒ„์ „ ์—… ๋„๊ตฌ 'bump' ๊ฐœ๋ฐœ. gobump์—์„œ ์˜๊ฐ๋ฐ›์•„ ๋ชจ๋“  ํ”„๋กœ์ ํŠธ์˜ ์‹œ๋งจํ‹ฑ ๋ฒ„์ €๋‹ ๊ฐ„์†Œํ™”.

๐Ÿ”— zenn.dev/mattn/articles/28ff86

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Who should I be following in the Fediverse? Twitter just makes me sad, and I need a new place to find people doing interesting things.

I'm interested in software development in any programming language, game development, web development, UI, design, and home lab stuff. I'm not interested in AI.

Drop your recommendations below!

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๐Ÿ• 2026-02-20 00:00 UTC

๐Ÿ“ฐ ใ‚ฏใƒฉใ‚ฆใƒ‰ๅž‹ใ‚ณใƒผใƒ‡ใ‚ฃใƒณใ‚ฐใ‚จใƒผใ‚ธใ‚งใƒณใƒˆใฎๆ™‚ไปฃใŒใพใŸๆฅใ‚‹ (๐Ÿ‘ 88)

๐Ÿ‡ฌ๐Ÿ‡ง Local coding agents hit cognitive limits. Cloud-based agents poised for comeback as they better handle complexity & reduce developer load.
๐Ÿ‡ฐ๐Ÿ‡ท ๋กœ์ปฌ ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๊ฐ€ ์ธ์ง€ ํ•œ๊ณ„์— ๋„๋‹ฌ. ํด๋ผ์šฐ๋“œ ๊ธฐ๋ฐ˜ ์—์ด์ „ํŠธ๊ฐ€ ๋ณต์žก์„ฑ์„ ๋” ์ž˜ ์ฒ˜๋ฆฌํ•˜๋ฉฐ ์žฌ๋ถ€์ƒํ•  ๊ฒƒ.

๐Ÿ”— zenn.dev/ubie_dev/articles/925

๐Ÿ“ฐ bump ใจใ„ใ†ใƒใƒผใ‚ธใƒงใƒณใƒใƒณใƒ—ใƒ„ใƒผใƒซใ‚’ไฝœใฃใŸ (๐Ÿ‘ 41)

๐Ÿ‡ฌ๐Ÿ‡ง New 'bump' tool automates version bumping across multiple languages, inspired by gobump but supporting Go, Rust, Node.js & more.
๐Ÿ‡ฐ๐Ÿ‡ท ์—ฌ๋Ÿฌ ์–ธ์–ด๋ฅผ ์ง€์›ํ•˜๋Š” ์ƒˆ๋กœ์šด ๋ฒ„์ „ ๋ฒ”ํ”„ ๋„๊ตฌ 'bump' ์ถœ์‹œ. Go, Rust, Node.js ๋“ฑ์„ ์ž๋™์œผ๋กœ ๋ฒ„์ „์—….

๐Ÿ”— zenn.dev/mattn/articles/28ff86

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๐Ÿ“ฐ ใ‚ฏใƒฉใ‚ฆใƒ‰ๅž‹ใ‚ณใƒผใƒ‡ใ‚ฃใƒณใ‚ฐใ‚จใƒผใ‚ธใ‚งใƒณใƒˆใฎๆ™‚ไปฃใŒใพใŸๆฅใ‚‹ (๐Ÿ‘ 84)

๐Ÿ‡ฌ๐Ÿ‡ง Why cloud-based coding agents will dominate again: local tools hit cognitive load limits, cloud agents can handle complexity better.
๐Ÿ‡ฐ๐Ÿ‡ท ํด๋ผ์šฐ๋“œ ๊ธฐ๋ฐ˜ ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๊ฐ€ ๋‹ค์‹œ ์ฃผ๋ฅ˜๊ฐ€ ๋  ์ด์œ : ๋กœ์ปฌ ํˆด์€ ์ธ์ง€ ๋ถ€ํ•˜ ํ•œ๊ณ„์— ๋„๋‹ฌ, ํด๋ผ์šฐ๋“œ ์—์ด์ „ํŠธ๊ฐ€ ๋ณต์žก์„ฑ์„ ๋” ์ž˜ ์ฒ˜๋ฆฌ.

๐Ÿ”— zenn.dev/ubie_dev/articles/925

๐Ÿ“ฐ bump ใจใ„ใ†ใƒใƒผใ‚ธใƒงใƒณใƒใƒณใƒ—ใƒ„ใƒผใƒซใ‚’ไฝœใฃใŸ (๐Ÿ‘ 38)

๐Ÿ‡ฌ๐Ÿ‡ง Created 'bump': language-agnostic version bumping tool supporting multiple formats (Go, Rust, npm, etc.) with semantic versioning.
๐Ÿ‡ฐ๐Ÿ‡ท 'bump' ๋„๊ตฌ ์ œ์ž‘: ๋‹ค์–‘ํ•œ ์–ธ์–ด ์ง€์›(Go, Rust, npm ๋“ฑ) ๋ฐ ์‹œ๋งจํ‹ฑ ๋ฒ„์ €๋‹์„ ์ง€์›ํ•˜๋Š” ๋ฒ”์šฉ ๋ฒ„์ „ ๊ด€๋ฆฌ ํˆด.

๐Ÿ”— zenn.dev/mattn/articles/28ff86

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๐Ÿ“ฐ ใ‚ฏใƒฉใ‚ฆใƒ‰ๅž‹ใ‚ณใƒผใƒ‡ใ‚ฃใƒณใ‚ฐใ‚จใƒผใ‚ธใ‚งใƒณใƒˆใฎๆ™‚ไปฃใŒใพใŸๆฅใ‚‹ (๐Ÿ‘ 65)

๐Ÿ‡ฌ๐Ÿ‡ง Cloud coding agents are poised to dominate again. Local tools hit cognitive limitsโ€”cloud agents offer the next leap in productivity beyond current ...
๐Ÿ‡ฐ๐Ÿ‡ท ํด๋ผ์šฐ๋“œ ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๊ฐ€ ์žฌ๋ถ€์ƒํ•  ์ „๋ง. ๋กœ์ปฌ ๋„๊ตฌ๋Š” ์ธ์ง€ ํ•œ๊ณ„์— ๋„๋‹ฌโ€”ํด๋ผ์šฐ๋“œ ์—์ด์ „ํŠธ๊ฐ€ ์ƒ์‚ฐ์„ฑ์˜ ๋‹ค์Œ ๋„์•ฝ์„ ์ œ๊ณตํ•  ๊ฒƒ.

๐Ÿ”— zenn.dev/ubie_dev/articles/925

๐Ÿ“ฐ bump ใจใ„ใ†ใƒใƒผใ‚ธใƒงใƒณใƒใƒณใƒ—ใƒ„ใƒผใƒซใ‚’ไฝœใฃใŸ (๐Ÿ‘ 35)

๐Ÿ‡ฌ๐Ÿ‡ง Created 'bump': a universal version bumping tool supporting multiple languages (Go, Rust, Python, etc.) with semantic versioning. Inspired by gobump.
๐Ÿ‡ฐ๐Ÿ‡ท 'bump' ๊ฐœ๋ฐœ: Go, Rust, Python ๋“ฑ ์—ฌ๋Ÿฌ ์–ธ์–ด๋ฅผ ์ง€์›ํ•˜๋Š” ๋ฒ”์šฉ ๋ฒ„์ „ ๋ฒ”ํ•‘ ๋„๊ตฌ. ์‹œ๋งจํ‹ฑ ๋ฒ„์ €๋‹ ์ ์šฉ. gobump์—์„œ ์˜๊ฐ์„ ๋ฐ›์Œ.

๐Ÿ”— zenn.dev/mattn/articles/28ff86

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Here's a thread of cool things I found exploring the Developer Tools!

First, a really convenient thing: You can "pop out" the Toolbox into a separate window!

To do this, open the Toolbox (using F12), click on the ellipsis menu on the right, and select "Separate Window".

I like this much better than the default "docked" modes, especially when using a scrolling window manager like !

Screenshot of Firefox' DevTools toolbox. I show the described menu.
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๐Ÿ• 2026-02-15 12:02 UTC

๐Ÿ“ฐ ๆŠ€่ก“็™บไฟกใ‚’ๅพŒๅ›žใ—ใซใ—ใŸ็งใŒใ€่ปข่ทใง่ฉฐใ‚“ใ ่ฉฑใ€‚ (๐Ÿ‘ 223)

๐Ÿ‡ฌ๐Ÿ‡ง How neglecting tech blogging destroyed job prospects. Skills without documentation = skills without proof. Share imperfect work early and often.
๐Ÿ‡ฐ๐Ÿ‡ท ๊ธฐ์ˆ  ๋ธ”๋กœ๊น…์„ ๋ฏธ๋ฃจ๋‹ค ์ด์ง์— ์‹คํŒจํ•œ ์ด์•ผ๊ธฐ. ์ฆ๋ช…๋˜์ง€ ์•Š์€ ์‹ค๋ ฅ์€ ์—†๋Š” ๊ฒƒ๊ณผ ๊ฐ™๋‹ค. ๋ถˆ์™„์ „ํ•ด๋„ ์ผ์ฐ ์ž์ฃผ ๊ณต์œ ํ•˜๋ผ.

๐Ÿ”— zenn.dev/igz0/articles/skill-w

๐Ÿ“ฐ ใ‚จใƒฉใƒผใฎใ‚นใ‚ฟใƒƒใ‚ฏใƒˆใƒฌใƒผใ‚นใ‚’AIใซใ‚ณใƒ”ใƒšใ™ใ‚‹ๆ™‚ไปฃใ€็ต‚ใ‚ใ‚‰ใ›ใŸใ„ (๐Ÿ‘ 83)

๐Ÿ‡ฌ๐Ÿ‡ง DevSonar auto-captures runtime errors and sends them to Claude Code for instant fixes. No more manual copy-paste debugging workflow.
๐Ÿ‡ฐ๐Ÿ‡ท DevSonar๋Š” ๋Ÿฐํƒ€์ž„ ์—๋Ÿฌ๋ฅผ ์ž๋™ ์บก์ฒ˜ํ•ด Claude Code์— ์ „์†ก, ์ฆ‰์‹œ ์ˆ˜์ •. ์ˆ˜๋™ ๋ณต๋ถ™ ๋””๋ฒ„๊น… ์›Œํฌํ”Œ๋กœ์šฐ ์ข…๋ฃŒ.

๐Ÿ”— zenn.dev/otinashi/articles/bd6

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AI ์ฝ”๋”ฉ ๋„๊ตฌ ์—…๊ณ„์—์„œ ๋งค์ฃผ ์ƒˆ๋กœ์šด "ํ•„์ˆ˜ ๋„๊ตฌ"๊ฐ€ ๋“ฑ์žฅํ•ฉ๋‹ˆ๋‹ค. ์•ˆ ์“ฐ๋ฉด ๋’ค์ฒ˜์ง„๋‹ค๋Š” ๋ฉ”์‹œ์ง€๊ฐ€ ๋„˜์ณ๋‚˜์ฃ .

๊ทธ๋Ÿฐ๋ฐ ๋ชจ๋“  AI ์„œ๋น„์Šค ์—…์ฒด๊ฐ€ "AI๋Š” ์‹ค์ˆ˜ํ•  ์ˆ˜ ์žˆ์œผ๋‹ˆ ๊ผญ ํ™•์ธํ•˜๋ผ"๊ณ  ๋งํ•˜๋ฉด์„œ, ๋™์‹œ์— "์—์ด์ „ํŠธ ๋‹ค์„ฏ ๊ฐœ๋ฅผ ๋ณ‘๋ ฌ๋กœ ๋Œ๋ ค์•ผ ์ง„์งœ ์ƒ์‚ฐ์„ฑ"์ด๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ์ด ๋‘ ๋ฉ”์‹œ์ง€, ๋™์‹œ์— ์„ฑ๋ฆฝํ•  ์ˆ˜ ์žˆ์„๊นŒ์š”?

์ด๋ฒˆ ์•„ํ‹ฐํด์—์„œ hype์˜ ๊ตฌ์กฐ, ๋ฐฑ๊ทธ๋ผ์šด๋“œ ์—์ด์ „ํŠธ์˜ HITL ์ œ๊ฑฐ ์œ„ํ—˜, ๊ทธ๋ฆฌ๊ณ  Visual Studio 2026 ๋””๋ฒ„๊ฑฐ ์—์ด์ „ํŠธ๊ฐ€ ๋ณด์—ฌ์ฃผ๋Š” ์ „ํ†ต์  IDE์˜ ๊ฐ€์น˜๋ฅผ ๋‹ค๋ค˜์Šต๋‹ˆ๋‹ค.

https://devwrite.ai/ko/posts/ai-coding-tools-fomo/

AI ์ฝ”๋”ฉ ๋„๊ตฌ, '๋’ค์ฒ˜์ง„๋‹ค'๋Š” ๋ถˆ์•ˆ์— ํœ˜๋‘˜๋ฆฌ์ง€ ์•Š๋Š” ๋ฒ•

์š”์ฆ˜ AI ์ฝ”๋”ฉ ๋„๊ตฌ ์—…๊ณ„์˜ ์†Œ์‹์„ ์ ‘ํ•˜๋‹ค ๋ณด๋ฉด, ์ƒˆ๋กœ์šด ๋„๊ตฌ๊ฐ€ ๋“ฑ์žฅํ•  ๋•Œ๋งˆ๋‹ค โ€œ์ด๊ฒƒ์ด ๋ฏธ๋ž˜๋‹คโ€, โ€œ์•ˆ ์“ฐ๋ฉด ๋’ค์ฒ˜์ง„๋‹ค"๋Š” ๋ฉ”์‹œ์ง€๊ฐ€ ๊ณผ๋„ํ•˜๋‹ค ์‹ถ์„ ์ •๋„๋กœ ๊ฐ•์กฐ๋˜๋Š” ๊ฒƒ์„ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐฑ๊ทธ๋ผ์šด๋“œ ์—์ด์ „ํŠธ, ๋ณ‘๋ ฌ AI ์„ธ์…˜, ์ž์œจ ์ฝ”๋”ฉโ€”๋งค์ฃผ ์ƒˆ๋กœ์šด ๊ฐœ๋…์ด ๋“ฑ์žฅํ•˜๊ณ , ๊ทธ๊ฒƒ์„ ๋„์ž…ํ•˜์ง€ ์•Š์œผ๋ฉด ๋งˆ์น˜ ์‹œ๋Œ€์— ๋’ค์ฒ˜์ง€๋Š” ๊ฒƒ์ฒ˜๋Ÿผ ๋А๊ปด์ง€๊ฒŒ ๋งŒ๋“ญ๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ์ด๋Ÿฐ ๋ฉ”์‹œ์ง€๋ฅผ ๊ณง์ด๊ณง๋Œ€๋กœ ๋ฐ›์•„๋“ค์ด๋Š” ๊ฒƒ์ด ์ •๋ง ๊ฑด์ „ํ•œ ์ ‘๊ทผ์ผ๊นŒ์š”? ์ €๋Š” ๊ทธ๋ ‡์ง€ ์•Š๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. Hype๋Š” ์–ด๋–ป๊ฒŒ ๋งŒ๋“ค์–ด์ง€๋Š”๊ฐ€ AI ์ฝ”๋”ฉ ๋„๊ตฌ ์—…๊ณ„์˜ hype์—๋Š” ๊ตฌ์กฐ์ ์ธ ์ด์œ ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. AI ๊ธฐ์ˆ ๋กœ ์ˆ˜์ต์„ ์ฐฝ์ถœํ•ด์•ผ ํ•˜๋Š” ๊ธฐ์—…๋“ค์˜ ๊ฒฝ์˜์ž๋Š” ํˆฌ์ž์ž์™€ ์ฃผ์ฃผ๋ฅผ ๋งŒ์กฑ์‹œ์ผœ์•ผ ํ•˜๋Š” ์œ„์น˜์— ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ž˜์„œ ๊ทธ๋“ค์˜ ๋ฉ”์‹œ์ง€์—๋Š” ์ด์ค‘ ์ฒญ์ค‘ ๋ฌธ์ œ๊ฐ€ ์กด์žฌํ•ฉ๋‹ˆ๋‹ค. ๊ฐœ๋ฐœ์ž์—๊ฒŒ๋Š” โ€œ์ƒ์‚ฐ์„ฑ ํ–ฅ์ƒ"์„ ์•ฝ์†ํ•˜๋ฉด์„œ, ๋™์‹œ์— ํˆฌ์ž์ž์—๊ฒŒ๋Š” โ€œ์‹œ์žฅ ์ง€๋ฐฐ๋ ฅ"๊ณผ โ€œํ•„์ˆ˜๋ถˆ๊ฐ€๊ฒฐํ•œ ๋„๊ตฌ"๋ผ๋Š” ์„œ์‚ฌ๋ฅผ ์ œ๊ณตํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

devwrite.ai ยท /dev/write

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๐ŸŽž๏ธ A developer managed to reverse pixelation in video using FFmpeg, GIMP and edge detection - no AI involved.

By analyzing motion and edges across frames, they could reconstruct original content from blurred areas.

Itโ€™s a reminder: pixelation is visual, not secure.

๐Ÿ› ๏ธ Code & demo: github.com/KoKuToru/de-pixelat

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Microsoft Agent Framework๋กœ AI ์—์ด์ „ํŠธ๋ฅผ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜ํ•˜๋Š” ๊ธฐ๋Šฅ์„ ์ฒด๊ณ„์ ์œผ๋กœ ๋‹ค๋ค„๋ณผ ์ˆ˜ ์žˆ๊ฒŒ ๋˜๋‹ˆ ์ •๋ง ํฅ๋ฏธ๋กญ์Šต๋‹ˆ๋‹ค.

์ด๋ฒˆ์—๋Š” "์ ๋‹นํžˆ ์™„์„ฑ๋œ ๋„์„œ ์ง‘ํ•„" ์ˆ˜์ค€์„ ๋ชฉํ‘œ๋กœ, ๋‹ค์Œ ๋‹จ๊ณ„๋ฅผ ๊ฑฐ์น˜๋Š” ํŒŒ์ดํ”„๋ผ์ธ์„ ์ง์ ‘ ๊ตฌ์„ฑํ•ด๋ดค์Šต๋‹ˆ๋‹ค.

1๏ธโƒฃ ๋„์„œ ๋ชฉ์ฐจ๋ฅผ JSON ๋ฐฐ์—ด๋กœ ์ƒ์„ฑํ•˜๋Š” ์—์ด์ „ํŠธ

2๏ธโƒฃ ๊ฐ ์ฑ•ํ„ฐ๋ณ„ ์—์ด์ „ํŠธ๋ฅผ ๋™์ ์œผ๋กœ ์ƒ์„ฑํ•˜๊ณ  ๋ชฉ์ฐจ ๋ฐ์ดํ„ฐ๋ฅผ ์ „๋‹ฌ

3๏ธโƒฃ ํ…Œํฌ๋‹ˆ์ปฌ ๋ผ์ดํ„ฐ ๊ด€์ ์—์„œ ์ดˆ์•ˆ์„ ์ž‘์„ฑํ•˜๋Š” ์—์ด์ „ํŠธ ์ƒ์„ฑ

4๏ธโƒฃ ๋งˆํฌ๋‹ค์šด ๋ฆฐํŒ… ๋ฐ ๊ต์ •์šฉ ์—์ด์ „ํŠธ ์‹คํ–‰

5๏ธโƒฃ ์ตœ์ข… ์ฝ˜ํ…์ธ ๋ฅผ ํŒŒ์ผ๋กœ ์ €์žฅ

๋‹จ์ˆœํ•œ ์‹คํ—˜์„ ๋„˜์–ด, AI๊ฐ€ ํ˜‘์—… ๋‹จ์œ„๋กœ ์ž‘๋™ํ•˜๋Š” โ€œ์‹ค์งˆ์  ์ €์ž ๋ณด์กฐ ํ”„๋ ˆ์ž„์›Œํฌโ€๋กœ ์ง„ํ™”ํ•  ์ˆ˜ ์žˆ๊ฒ ๋‹ค๋Š” ํ™•์‹ ์ด ๋“ญ๋‹ˆ๋‹ค.

์ฝ”๋“œ๊ฐ€ ์•„์ง ์ฆ‰ํฅ์ ์ธ ์ˆ˜์ค€์ด์ง€๋งŒ, ์กฐ๊ธˆ๋งŒ ๋‹ค๋“ฌ์œผ๋ฉด ์ „ํ˜€ ์ƒˆ๋กœ์šด ์œ ํ˜•์˜ AI ๊ธฐ๋ฐ˜ ์ €์ž‘ ํ™˜๊ฒฝ์„ ๋งŒ๋“ค์–ด๋‚ผ ์ˆ˜ ์žˆ์„ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

๊ธฐํšŒ๊ฐ€ ๋˜๋ฉด ์ฝ”๋“œ๋ฅผ ๋‹ค๋“ฌ์–ด ๊ณต์œ ํ•ด๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค.

LINQPad์—์„œ AI Agent Framework๋กœ ์—์ด์ „ํŠธ๋ฅผ ๋ณ‘๋ ฌ๋กœ ์‹คํ–‰ํ•˜๋Š” ์ฝ”๋“œ ์‹คํ–‰ ๋ชจ์Šต์„ ์Šคํฌ๋ฆฐ ์ƒท์œผ๋กœ ์ดฌ์˜ํ•œ ๊ฒƒ
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ใฏใ‚„ใฃใฑใ‚Š ใพใ‚ใ‚Šใฎๅ†็พๅบฆใŒใกใ‚‡ใฃใจใ‚คใƒžใ‚คใƒใ ใชโ€ฆ
ใฏใพใ  ใจใ€Œ้•ใ†ใ€ใจใ„ใ†ใ ใ‘ใง ใฎใƒฌใƒณใƒ€ใƒชใƒณใ‚ฐใ‚จใƒณใ‚ธใƒณใฎๆญฃ็พฉใฟใŸใ„ใชใ‚‚ใฎใŒ่ฆ‹ใˆใ‚‹ใจใ„ใ†ใ‹็ดๅพ—ๆ„ŸใŒใ‚ใ‚‹ใ‘ใฉใ€ ใฎใใ‚Œใฏๅ˜็ด”ใซใƒใ‚ฐใฟใŸใ„ใซ่ฆ‹ใˆใ‚‹ๆŒ™ๅ‹•ใŒๅคšใ„ๅฐ่ฑกใŒใ‚ใ‚‹ :tony_neutral:

ใใ‚‚ใใ‚‚ ใฎ ใŒไฝฟใ„ใฅใ‚‰ใ™ใŽใจใ„ใ†ๅ•้กŒใ‚‚ใ‚ใ‚‹ใ€‚ใ‚นใ‚ฟใ‚คใƒซใจใ‹ไธŠๆ›ธใใ—ใฆใ‚‹ใจ็ตๆง‹ใƒใ‚ฐใฃใฝใ„ๆ„Ÿใ˜ใซใชใฃใฆใƒชใƒญใƒผใƒ‰ใ›ใ–ใ‚‹ใ‚’ๅพ—ใชใ„ใฟใŸใ„ใชใฎใซใ‚ˆใใถใคใ‹ใ‚‹ใ€‚
้ธๆŠžใ—ใฆใ‚‹่ฆ็ด ใจ้•ใ†่ฆ็ด ใฎใ‚นใ‚ฟใ‚คใƒซไธ€่ฆง่กจ็คบใ—ใฆใใŸใ‚Šใ€ใ‚นใ‚ฟใ‚คใƒซใƒ‘ใƒใƒซใงใ‚นใ‚ฟใ‚คใƒซไธŠๆ›ธใใ—ใฆใ‚‚่ฆ็ด ใซ้ฉๅฟœใ•ใ‚Œใชใ‹ใฃใŸใ‚Šใ€‚

ใ‚‚ใ†ใกใ‚‡ใฃใจใฉใ†ใซใ‹ใชใ‚‰ใชใ„ใ‹โ€ฆ :tony_sigh:

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