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Figma Dropped 8% in a Day. The SaaS Moat Playbook Just Died.

Figma Dropped 8% in a Day. The SaaS Moat Playbook Just Died. A meeting room in Seoul, around 5 p.m. Korea time, April 17, 2026. I was doing code reviews when one of our designers walked over and said, "Conference room, quick." The team lead pulled up the Claude Design launch post on the screen. We scrolled through it for about ten minutes. Then the decision came down on the spot: "Pause this week's design system work. Let's use Claude Design for a week and figure out where we're going." The team had been three weeks into setting up a design system v2 in Figma. Component library cleanup, token renaming, plugin workflow overhaul. Two months of scheduled work. Paused in ten minutes. By the time that meeting happened, the U.S. market had already closed. Figma (FIG) was down 8.7% for the day. Adobe down 2.7%. Wix down 4.7%. GoDaddy around -3%. Four points on the chart, same direction, same day. Gizmodo's headline said "stock immediately nosedives...

ํ”ผ๊ทธ๋งˆ ์ฃผ๊ฐ€ -8%๊ฐ€ ๋งํ•ด์ฃผ๋Š” ๊ฒƒ: SaaS์˜ ํ•ด์ž(moat)๊ฐ€ ๋ฐ”๋€Œ์—ˆ๋‹ค

ํ”ผ๊ทธ๋งˆ ์ฃผ๊ฐ€ -8%๊ฐ€ ๋งํ•ด์ฃผ๋Š” ๊ฒƒ: SaaS์˜ ํ•ด์ž(moat)๊ฐ€ ๋ฐ”๋€Œ์—ˆ๋‹ค 2026๋…„ 4์›” 17์ผ ๊ธˆ์š”์ผ. ๊ทธ๋‚  ์„ธ ๊ฐœ์˜ ์‹œ๊ณ„๊ฐ€ ๊ฑฐ์˜ ๋™์‹œ์— ์›€์ง์˜€๋‹ค. ๋‰ด์š• ์‹œ๊ฐ„ ์˜ค์ „ 9์‹œ 30๋ถ„. ๋‰ด์š•์ฆ๊ถŒ๊ฑฐ๋ž˜์†Œ๊ฐ€ ์—ด๋ฆฌ์ž๋งˆ์ž FIG ํ‹ฐ์ปค๊ฐ€ ๋นจ๊ฐ„๋ถˆ๋กœ ๋‚ด๋ฆฌ๊ฝ‚ํ˜”๋‹ค. ์žฅ ๋งˆ๊ฐ๊นŒ์ง€ -8.7%. ๊ฐ™์€ ์‹œ๊ฐ„ Adobe๋Š” -2.7%, Wix๋Š” -4.7%, GoDaddy๋Š” -3% ๊ทผ์ฒ˜์—์„œ ๋ฌผ๋ ธ๋‹ค. ์ƒŒํ”„๋ž€์‹œ์Šค์ฝ” ์‹œ๊ฐ„ ๊ฐ™์€ ๋‚  ์˜ค์ „, Anthropic์€ Claude Design ์ด๋ผ๋Š” ์ œํ’ˆ์„ ๋‚ด๋†จ๋‹ค. Opus 4.7 ๋ชจ๋ธ ๊ธฐ๋ฐ˜, ์ž์—ฐ์–ด ํ•œ ์ค„๋กœ ์‹œ๊ฐ ๋””์ž์ธ์„ ๋ฝ‘๊ณ , ์กฐ์ง์˜ ๋””์ž์ธ ์‹œ์Šคํ…œ์„ ์ง์ ‘ ์ฃผ์ž…๋ฐ›๊ณ , Claude Code๋กœ ์—”์ง€๋‹ˆ์–ด๋ง ํ•ธ๋“œ์˜คํ”„๊นŒ์ง€ ์ด์–ด์ง€๋Š” ๋ฆฌ์„œ์น˜ ํ”„๋ฆฌ๋ทฐ์˜€๋‹ค. ์„œ์šธ ์‹œ๊ฐ„์œผ๋กœ๋Š” ๊ทธ๋‚  ์˜คํ›„ 5~6์‹œ์ฏค. ๋‚ด๊ฐ€ ๋ชธ๋‹ด์€ ํŒ€์˜ ๋””์ž์ธ ํŒŒํŠธ๊ฐ€ ํšŒ์˜์‹ค์— ๋ชจ์˜€๋‹ค. "Claude Design ํ•œ ์ฃผ ๋ณด๊ณ  ๋ฐฉํ–ฅ ์ •ํ•ฉ์‹œ๋‹ค." ๋””์ž์ธ ์‹œ์Šคํ…œ ์ž‘์—…์ด ์ผ์‹œ ์ค‘๋‹จ๋๋‹ค. ์„ธ ์žฅ๋ฉด์ด ํ•˜๋‚˜์˜ ์ธ๊ณผ๋กœ ๊ฟฐ์ธ๋‹ค. AI๊ฐ€ ๋งŒ๋“ค์–ด๋‚ธ ํ•œ ์ค„์งœ๋ฆฌ ์ œํ’ˆ ๊ณต์ง€๊ฐ€, ์•„์ง ๋งŒ์ ธ๋ณด์ง€๋„ ์•Š์€ ์‚ฌ์šฉ์ž๋“ค์˜ ์ง€๊ฐ‘์„ ๋จผ์ € ํ”๋“ค๊ณ , ๋งŒ์ ธ๋ณธ ์‚ฌ์šฉ์ž๋“ค์˜ ์ž‘์—…์„ ๋ฉˆ์ท„๋‹ค. ์ฃผ๊ฐ€๊ฐ€ ๋จผ์ € ๋ฐ˜์‘ํ–ˆ๋‹ค. ๋‚˜๋Š” ์ด ์ˆœ์„œ๊ฐ€ ์ค‘์š”ํ•˜๋‹ค๊ณ  ๋ณธ๋‹ค. ์ด ๊ธ€์€ ๊ทธ ํ•˜๋ฃจ๋ฅผ "SaaS ํ•ด์ž๊ฐ€ ๋ฌด๋„ˆ์ง„ ์ˆœ๊ฐ„"์ด๋ผ๋Š” ํˆฌ์ž ํ”„๋ ˆ์ž„์œผ๋กœ ๋œฏ์–ด๋ณธ ๊ธฐ๋ก์ด๋‹ค. ์•ž๋ถ€๋ถ„ ์ผ๊ณฑ์— ํ•ด๋‹นํ•˜๋Š” ๋น„์ค‘์€ ํˆฌ์ž์ž ๊ด€์ ์ด๋‹ค. ๋„คํŠธ์›Œํฌ ํšจ๊ณผ·์ „ํ™˜ ๋น„์šฉ·๋ฐ์ดํ„ฐ·์—์ฝ”์‹œ์Šคํ…œ์œผ๋กœ ์š”์•ฝ๋˜๋Š” SaaS ํ•ด์ž 4์š”์†Œ๊ฐ€ AI ์•ž์—์„œ ์–ด๋–ป๊ฒŒ ์ง€์›Œ์ง€๋Š”์ง€, Martin Alderson ๋ถ„์„์— ๊ธฐ๋Œ€์–ด ์ˆ˜์น˜๋กœ ๋”ฐ์ง„๋‹ค. ๋’ท๋ถ€๋ถ„ ์…‹์€ ํ˜„์žฅ ์ด์•ผ๊ธฐ๋‹ค. ์ „ ์นด์นด์˜ค 2018~2021 ๋ฐ์Šคํฌํƒ‘ ํด๋ผ์ด์–ธํŠธ ๊ฐœ๋ฐœ์ž๋กœ ์ผํ–ˆ๋˜ ๊ฒฝํ—˜๊ณผ, ์ง€๊ธˆ ๋ชธ๋‹ด์€ ํŒ€์—์„œ ๊ด€์ฐฐํ•œ ํ•œ ์ฃผ์น˜์˜ ์žฅ๋ฉด์„ ๋ถ™์ธ๋‹ค. ์ฃผ๊ฐ€๋Š” ์„ ํ–‰ ์ง€ํ‘œ๋‹ค. ์‚ฌ์šฉ์ž ํ–‰๋™์ด ๊ทธ ๋’ค๋ฅผ 2~3๋ถ„๊ธฐ ์‹œ์ฐจ๋กœ ๋”ฐ๋ผ์˜จ๋‹ค. ๊ทธ ์‚ฌ์ด์— ์šฐ๋ฆฌ๋Š” ํ•ด์ž๋ฅผ ๋‹ค์‹œ ์ •์˜ํ•ด์•ผ ํ•œ๋‹ค. 1. 2026๋…„ 4์›” 17์ผ, ์„ธ ๊ฐœ์˜ ์‹œ์žฅ์ด ๋™์‹œ์— ํ”๋“ค๋ ธ๋‹ค Claude Design, ๊ทธ๋‚  ๋‚˜์˜จ...

Teaching AI Your Domain — Where Does Your Corporate Data Actually Go?

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“AI์—๊ฒŒ ๋„๋ฉ”์ธ์„ ์ดํ•ด์‹œํ‚จ๋‹ค — ๊ทธ ์ˆœ๊ฐ„ ๊ธฐ์—… ๋น„๋ฐ€์€ ์–ด๋””๋กœ ๊ฐ€๋‚˜”

AI๊ฐ€ ๋„๋ฉ”์ธ์„ ์ดํ•ดํ•œ๋‹ค๋Š” ๋ง์—์„œ ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ๋”ฐ๋ผ์˜ค๋Š” ๊ฒฐ๋ก ์ด ์žˆ๋‹ค. “๊ทธ๋Ÿฌ๋ฉด ๊ทธ ๋„๋ฉ”์ธ์„ ์•„๋Š” ์‚ฌ๋žŒ์ด ๊ตณ์ด ํ•„์š” ์—†์ง€ ์•Š๋‚˜.” ๊ธฐ์—… ์ž…์žฅ์—์„œ ์ด ๋…ผ๋ฆฌ๋Š” ๊ฝค ๋งค๋ ฅ์ ์œผ๋กœ ๋“ค๋ฆฐ๋‹ค. ๊ณ ์•ก ์—ฐ๋ด‰์˜ ๋„๋ฉ”์ธ ์ „๋ฌธ๊ฐ€๋ฅผ ์œ ์ง€ํ•˜๋Š” ๋Œ€์‹  AI๋ฅผ ์“ฐ๋ฉด ๋œ๋‹ค๋Š” ๋ง์ด๋‹ˆ๊นŒ. ๋ฒ•๋ฅ ํŒ€, ์˜๋ฃŒ ์ž๋ฌธ, ๊ธˆ์œต ๋ถ„์„๊ฐ€, 20๋…„ ๊ฒฝ๋ ฅ์˜ ์‹œ๋‹ˆ์–ด ๊ฐœ๋ฐœ์ž — AI๊ฐ€ ๊ทธ ์ง€์‹์„ ํก์ˆ˜ํ–ˆ๋‹ค๋ฉด ๊ทธ ์‚ฌ๋žŒ๋“ค์˜ ์ž๋ฆฌ๊ฐ€ ํ”๋“ค๋ฆฐ๋‹ค. ๊ทผ๋ฐ ์ด ๋…ผ๋ฆฌ์—” ์ „์ œ๊ฐ€ ํ•˜๋‚˜ ๋น ์ ธ ์žˆ๋‹ค. AI๊ฐ€ ๋„๋ฉ”์ธ์„ ์ดํ•ดํ•˜๋ ค๋ฉด, ๋ˆ„๊ตฐ๊ฐ€ ๊ทธ ๋„๋ฉ”์ธ์„ AI์—๊ฒŒ ๋จน์—ฌ์•ผ ํ•œ๋‹ค. ๊ทธ ๋จน์ด๋Š” ๊ณผ์ •์—์„œ ๋ฌด์Šจ ์ผ์ด ์ƒ๊ธฐ๋Š”์ง€๋ฅผ ์ œ๋Œ€๋กœ ๋”ฐ์ ธ๋ณธ ์‚ฌ๋žŒ์ด ๋ณ„๋กœ ์—†๋‹ค. AI๋Š” ์Šค์Šค๋กœ ๋ฐฐ์šฐ์ง€ ์•Š๋Š”๋‹ค ์˜คํ•ด๊ฐ€ ๋งŽ์€ ๋ถ€๋ถ„์ด๋‹ค. ChatGPT๋‚˜ Claude ๊ฐ™์€ ๋ชจ๋ธ์ด ๋ฒ•๋ฅ ์„ ์•ˆ๋‹ค, ์˜ํ•™์„ ์•ˆ๋‹ค, ๊ธˆ์œต์„ ์•ˆ๋‹ค — ์ด๊ฑด ์‚ฌ์ „ ํ•™์Šต(pre-training) ๋‹จ๊ณ„์—์„œ ์ธํ„ฐ๋„ท์— ๊ณต๊ฐœ๋œ ํ…์ŠคํŠธ๋ฅผ ๋Œ€๊ทœ๋ชจ๋กœ ํ•™์Šตํ•œ ๊ฒฐ๊ณผ๋‹ค. ๊ณต๊ฐœ๋œ ๋ฒ•๋ฅ  ๋ฌธ์„œ, ์˜ํ•™ ๋…ผ๋ฌธ, ๊ธˆ์œต ๋ณด๊ณ ์„œ๋“ค์ด ํ•™์Šต ๋ฐ์ดํ„ฐ์— ๋“ค์–ด๊ฐ€ ์žˆ์œผ๋‹ˆ๊นŒ ๊ทธ ์ˆ˜์ค€์˜ ์ง€์‹์€ ๊ฐ–๊ณ  ์žˆ๋‹ค. ๊ทผ๋ฐ ํšŒ์‚ฌ ๋‚ด๋ถ€ ๋„๋ฉ”์ธ์€ ๋‹ค๋ฅด๋‹ค. ํ‚ค์›€์ฆ๊ถŒ์˜ ๋ฐ˜๋Œ€๋งค๋งค ๋ฐœ๋™ ๊ธฐ์ค€์ด ์ธํ„ฐ๋„ท์— ๊ณต๊ฐœ๋ผ ์žˆ์ง€ ์•Š๋‹ค. ํŠน์ • ๋ณ‘์›์˜ ์›๋ฌด ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค๊ฐ€ GitHub์— ์˜ฌ๋ผ๊ฐ€ ์žˆ์ง€ ์•Š๋‹ค. ์–ด๋А ์ œ์กฐ์—…์ฒด์˜ ๋ถˆ๋Ÿ‰ํ’ˆ ํŒ์ • ๊ธฐ์ค€์ด ๋…ผ๋ฌธ์œผ๋กœ ๋‚˜์˜จ ์  ์—†๋‹ค. AI๊ฐ€ ์‚ฌ์ „ ํ•™์Šต์œผ๋กœ ํก์ˆ˜ํ•  ์ˆ˜ ์žˆ๋Š” ๋„๋ฉ”์ธ์€ ๊ณต๊ฐœ๋œ ๊ฒƒ๊นŒ์ง€๋‹ค. ๊ฐ ์กฐ์ง์ด ์ˆ˜์‹ญ ๋…„ ๋™์•ˆ ์Œ“์•„์˜จ ๋‚ด๋ถ€ ์ง€์‹์€ AI์˜ ๊ธฐ๋ณธ ์žฅ์ฐฉ ๋ฒ”์œ„ ๋ฐ–์ด๋‹ค. ๊ทธ๋Ÿฌ๋‹ˆ๊นŒ “AI์—๊ฒŒ ์šฐ๋ฆฌ ๋„๋ฉ”์ธ์„ ์ดํ•ด์‹œํ‚ค๊ฒ ๋‹ค”๋Š” ๋ง์€ ๋ฐ˜๋“œ์‹œ ์ด ์ž‘์—…์„ ์ˆ˜๋ฐ˜ํ•œ๋‹ค. ๋‚ด๋ถ€ ๋ฌธ์„œ, ์ •์ฑ…, ํ”„๋กœ์„ธ์Šค, ๊ทœ์น™์„ AI์—๊ฒŒ ์ž…๋ ฅํ•ด์•ผ ํ•œ๋‹ค. RAG(Retrieval-Augmented Generation) ํŒŒ์ดํ”„๋ผ์ธ์„ ๊ตฌ์ถ•ํ•ด์„œ ๋‚ด๋ถ€ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰ ์†Œ์Šค๋กœ ์—ฐ๊ฒฐํ•˜๊ฑฐ๋‚˜, ํŒŒ์ธํŠœ๋‹์„ ํ†ตํ•ด ๋ชจ๋ธ ์ž์ฒด์— ์กฐ์ง ํŠนํ™” ์ง€์‹์„ ๋…น์—ฌ๋„ฃ๊ฑฐ๋‚˜, ์•„๋‹ˆ๋ฉด ๋งค ํ”„๋กฌํ”„ํŠธ๋งˆ๋‹ค ๊ด€๋ จ ๋‚ด๋ถ€ ๋ฌธ์„œ๋ฅผ ์ปจํ…์ŠคํŠธ๋กœ ๋ถ™์—ฌ์„œ ๋ณด๋‚ด๊ฑฐ๋‚˜. ์–ด๋–ค ๋ฐฉ์‹์ด๋“  ๋‚ด๋ถ€ ์ •๋ณด๊ฐ€ ์™ธ๋ถ€ ์‹œ์Šคํ…œ์„ ๊ฑฐ์นœ๋‹ค. ๊ฑฐ๊ธฐ์„œ๋ถ€ํ„ฐ ๋ฆฌ์Šคํฌ๊ฐ€ ์‹œ์ž‘๋œ๋‹ค. ์‚ผ์„ฑ...

AI ์‹œ๋Œ€ ์Šคํƒ€ํŠธ์—… — ๋”ธ๊น์œผ๋กœ ๋งŒ๋“  ์ œํ’ˆ์€ ๋”ธ๊น์œผ๋กœ ๋ณต์‚ฌ๋œ๋‹ค

์š”์ฆ˜ ์ฐฝ์—… ๊ด€๋ จ ์ฝ˜ํ…์ธ ์—์„œ ๋ฐ˜๋ณต๋˜๋Š” ๋ง์ด ์žˆ๋‹ค. "AI ๋•๋ถ„์— ๊ฐœ๋ฐœ์ž ์—†์ด๋„ ์•ฑ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋‹ค", "์•„์ด๋””์–ด๋งŒ ์žˆ์œผ๋ฉด ํ˜ผ์ž์„œ๋„ ์Šคํƒ€ํŠธ์—…์„ ์‹œ์ž‘ํ•  ์ˆ˜ ์žˆ๋Š” ์‹œ๋Œ€๋‹ค", "๊ธฐ์ˆ  ์žฅ๋ฒฝ์ด ์‚ฌ๋ผ์กŒ๋‹ค." ํ‹€๋ฆฐ ๋ง์ด ์•„๋‹ˆ๋‹ค. ์‹ค์ œ๋กœ ๋…ธ์ฝ”๋“œ ํˆด๊ณผ AI ์ฝ”๋”ฉ ๋„๊ตฌ์˜ ์กฐํ•ฉ์œผ๋กœ MVP๋ฅผ ๋น ๋ฅด๊ฒŒ ๋ฝ‘์•„๋‚ด๋Š” ์‚ฌ๋žŒ๋“ค์ด ๋Š˜์—ˆ๋‹ค. ๋ช‡ ๋…„ ์ „์ด๋ผ๋ฉด ๊ฐœ๋ฐœํŒ€์ด ํ•„์š”ํ–ˆ์„ ์ž‘์—…์„ ํ˜ผ์ž์„œ, ๊ทธ๊ฒƒ๋„ ํ›จ์”ฌ ์งง์€ ์‹œ๊ฐ„ ์•ˆ์— ํ•ด๋‚ด๋Š” ์‚ฌ๋ก€๊ฐ€ ๋ถ„๋ช…ํžˆ ์žˆ๋‹ค. ๊ทผ๋ฐ ๊ทธ ๋ง์˜ ๋’ท๋ฉด์„ ๋’ค์ง‘์–ด๋ณด๋ฉด ๋ถˆํŽธํ•œ ๋ฌธ์žฅ์ด ๋‚˜์˜จ๋‹ค. ๋ˆ„๊ตฌ๋‚˜ ๊ฐ™์€ ๊ฑธ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋‹ค. ์ง„์ž…์žฅ๋ฒฝ์ด ๋‚ฎ์•„์กŒ๋‹ค๋Š” ๊ฑด ๋‚˜ํ•œํ…Œ๋งŒ ๋‚ฎ์•„์ง„ ๊ฒŒ ์•„๋‹ˆ๋‹ค. ๊ฒฝ์Ÿ์žํ•œํ…Œ๋„ ๋˜‘๊ฐ™์ด ๋‚ฎ์•„์กŒ๋‹ค. ๋‚ด๊ฐ€ AI๋กœ 3์ผ ๋งŒ์— ๋งŒ๋“  ๊ฑธ, ๋‹ค๋ฅธ ๋ˆ„๊ตฐ๊ฐ€๋„ AI๋กœ 3์ผ ๋งŒ์— ๋ณต์‚ฌํ•  ์ˆ˜ ์žˆ๋‹ค. ์ฐจ๋ณ„ํ™”๊ฐ€ ์‹คํ–‰ ์†๋„์—์„œ ๋‚˜์˜ค๋˜ ์‹œ๋Œ€๋Š” ์ด๋ฏธ ๋๋‚ฌ๊ฑฐ๋‚˜ ๋๋‚˜๊ฐ€๊ณ  ์žˆ๋‹ค. ๊ทธ๋Ÿฌ๋ฉด ๋ญ๋กœ ์Šน๋ถ€ํ•˜๋ƒ. ์ง„์ž…์žฅ๋ฒฝ์ด ๋‚ฎ์•„์ง€๋ฉด ์ƒ๊ธฐ๋Š” ์ผ ์‹œ์žฅ์— ์ง„์ž…์žฅ๋ฒฝ์ด ๋‚ฎ์•„์ง€๋ฉด ๋‹จ๊ธฐ์ ์œผ๋กœ ์ฐธ์—ฌ์ž๊ฐ€ ๋Š˜์–ด๋‚œ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ์กฐ๊ธˆ ๋” ์ง€๋‚˜๋ฉด ๊ฐ€๊ฒฉ ๊ฒฝ์Ÿ์ด ์‹œ์ž‘๋œ๋‹ค. ์ฐจ๋ณ„ํ™” ํฌ์ธํŠธ๊ฐ€ ์—†์œผ๋ฉด ๊ฐ€๊ฒฉ๋ฐ–์— ๋‚จ์ง€ ์•Š๊ณ , ๊ฐ€๊ฒฉ ๊ฒฝ์Ÿ์€ ์ž๋ณธ์ด ๋งŽ์€ ์ชฝ์ด ์ด๊ธด๋‹ค. ์ด๊ฑด AI ์‹œ๋Œ€์˜ ๋ฒ•์น™์ด ์•„๋‹ˆ๋ผ ์‹œ์žฅ์˜ ์˜ค๋ž˜๋œ ๋ฒ•์น™์ด๋‹ค. ์ธํ„ฐ๋„ท์ด ๋“ฑ์žฅํ–ˆ์„ ๋•Œ๋„ ๋น„์Šทํ•œ ์–˜๊ธฐ๊ฐ€ ๋‚˜์™”๋‹ค. "์ด์ œ ๋ˆ„๊ตฌ๋‚˜ ์‡ผํ•‘๋ชฐ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋‹ค." ๋งž๋Š” ๋ง์ด์—ˆ๋‹ค. ๊ทผ๋ฐ ๊ทธ ๊ฒฐ๊ณผ๊ฐ€ ๋ชจ๋“  ์‡ผํ•‘๋ชฐ์˜ ๋ฒˆ์˜์ด ์•„๋‹ˆ๋ผ ์•„๋งˆ์กด๊ณผ ์ฟ ํŒก์˜ ๋…์ ์ด์—ˆ๋‹ค. ๊ธฐ์ˆ  ์ง„์ž…์žฅ๋ฒฝ์ด ๋‚ฎ์•„์ง„ ์ž๋ฆฌ๋ฅผ ๋„๋ฉ”์ธ ๊นŠ์ด์™€ ์ž๋ณธ์ด ์ฑ„์› ๋‹ค. ์Šค๋งˆํŠธํฐ ์•ฑ ์ƒํƒœ๊ณ„๋„ ๋งˆ์ฐฌ๊ฐ€์ง€์˜€๋‹ค. ์•ฑ์Šคํ† ์–ด๊ฐ€ ์—ด๋ฆฌ๋ฉด์„œ ๊ฐœ์ธ ๊ฐœ๋ฐœ์ž๊ฐ€ ๋Œ€๊ธฐ์—…๊ณผ ๊ฐ™์€ ํ”Œ๋žซํผ์—์„œ ๊ฒฝ์Ÿํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋๋‹ค. ์ดˆ๊ธฐ์—” ์‹ค์ œ๋กœ ๊ฐœ์ธ ๊ฐœ๋ฐœ์ž๋“ค์ด ๋Œ€๋ฐ•์„ ๋ƒˆ๋‹ค. ๊ทผ๋ฐ ์‹œ๊ฐ„์ด ์ง€๋‚˜๋ฉด์„œ ์•ฑ ๋งˆ์ผ“์€ ํฌํ™”๋๊ณ , ์‚ฌ์šฉ์ž ํš๋“ ๋น„์šฉ์ด ์˜ฌ๋ผ๊ฐ”๊ณ , ๊ฒฐ๊ตญ ๋งˆ์ผ€ํŒ… ์ž๋ณธ๊ณผ ๋ธŒ๋žœ๋“œ ์ธ์ง€๋„๊ฐ€ ์žˆ๋Š” ๊ณณ์ด ์‚ด์•„๋‚จ์•˜๋‹ค. AI๋„ ๊ฐ™์€ ๊ฒฝ๋กœ๋ฅผ ๋ฐŸ๊ณ  ์žˆ๋‹ค. ์ง€๊ธˆ์€ "AI๋กœ ๋งŒ๋“  ์ œํ’ˆ"์ด๋ผ๋Š” ๊ฒƒ ์ž์ฒด๊ฐ€ ์‹ ๊ธฐํ•˜๋˜ ์‹œ๊ธฐ๊ฐ€ ์ง€๋‚˜๊ฐ€๊ณ  ์žˆ๋‹ค. ์ดˆ...

Developers Aren't Going Away — AI Doesn't Know Your Domain, and Bridging That Gap Is Your Job

Developers Aren't Going Away — AI Doesn't Know Your Domain, and Bridging That Gap Is Your Job Pessimism is spreading through developer communities. "If AI writes all the code, why do we need developers?" "Junior hiring is collapsing." "In ten years, software engineering won't exist as a job category." These claims keep circulating. They're not baseless. Repetitive CRUD work, boilerplate generation, basic API integrations — AI is genuinely absorbing these faster than most people expected. The pessimism has real evidence behind it. But the picture that pessimism assumes — AI that understands your domain, designs your architecture autonomously, and takes responsibility for its decisions — has a hole in it. A large, quiet hole. The Contradiction in "Domain-Aware AI" Saying AI understands domains is half-right. Ask it to build a stock trading app and it produces something credible: ticker search, buy/sell orders, portfolio trac...