๐Ÿ› ๏ธAI ๋„๊ตฌ2026-06-22

๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”

๐Ÿ’ก ํ•œ์ค„ ์š”์•ฝ|๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”


title: "AI๊ฐ€ ๋งŒ๋“  ์•ฑ 10๊ฐœ ๋ณด์•ˆ ์Šค์บ”ํ•œ ๊ฒฐ๊ณผ" description: "๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”" date: 2026-06-22 tags: [vibe-coding] source: "https://dev.to/mafengpam/what-i-found-when-i-security-scanned-10-ai-built-apps-and-how-to-check-yours-manually-13a2" sidebar: order: 0

์ œ๋ชฉ(ํ•œ๊ธ€): AI๊ฐ€ ๋งŒ๋“  ์•ฑ 10๊ฐœ ๋ณด์•ˆ ์Šค์บ”ํ•œ ๊ฒฐ๊ณผ ์›๋ฌธ ์ œ๋ชฉ(์˜๋ฌธ): What I found when I security-scanned 10 AI-built apps (and how to check yours manually) ์›๋ฌธ: What I found when I security-scanned 10 AI-built apps (and how to check yours manually) ์†Œ์Šค: dev-to-vibecoding MD ํŒŒ์ผ: content/2026-06-22/dev-to-vibecoding-what-i-found-when-i-security-scanned-10-ai-built-a.md

ํ•ต์‹ฌ ๋‚ด์šฉ

AI ์ฝ”๋”ฉ ๋„๊ตฌ๋กœ ๋งŒ๋“  ์•ฑ 10๊ฐœ๋ฅผ ๋ณด์•ˆ ์Šค์บ”ํ–ˆ๋”๋‹ˆ, 45~88%์˜ AI ์ƒ์„ฑ ์ฝ”๋“œ์— ์‹ค์ œ ์•…์šฉ ๊ฐ€๋Šฅํ•œ ์ทจ์•ฝ์ ์ด ์žˆ์—ˆ์–ด์š”.

2026๋…„์— ์ถœ์‹œ๋œ Moltbook์ด๋ผ๋Š” ์•ฑ์€ ์ฐฝ์—…์ž๊ฐ€ ์ฝ”๋“œ๋ฅผ ํ•œ ์ค„๋„ ์ง์ ‘ ์“ฐ์ง€ ์•Š์•˜๋Š”๋ฐ, 3๋ถ„ ๋งŒ์— 150๋งŒ ๊ฐœ์˜ API ํ† ํฐ๊ณผ 3๋งŒ 5,000๊ฐœ์˜ ์‚ฌ์šฉ์ž ์ด๋ฉ”์ผ์ด ๋…ธ์ถœ๋๊ฑฐ๋“ ์š”. The Tea App์€ ๋น„๊ณต๊ฐœ ์‚ฌ์šฉ์ž ์ด๋ฏธ์ง€๊ฐ€ ๋ˆ„๊ตฌ๋‚˜ ๋ณผ ์ˆ˜ ์žˆ๋Š” ์ƒํƒœ๋กœ ๋ฐฉ์น˜๋ผ ์žˆ์—ˆ๊ณ ์š”.

์‹ค์ œ Lovable, bolt.new๋กœ ๋งŒ๋“ค์–ด์ง„ ๊ณต๊ฐœ ๋ ˆํฌ 10๊ฐœ์— Semgrep์„ ๋Œ๋ ค๋ณด๋‹ˆ, ํ”„๋กœ๋•์…˜ ์‹œํฌ๋ฆฟ ํ‚ค๊ฐ€ Git์— ํ†ต์งธ๋กœ ์˜ฌ๋ผ๊ฐ€ ์žˆ๊ฑฐ๋‚˜ Row-Level Security๊ฐ€ ๋น„ํ™œ์„ฑํ™”๋œ ์ฑ„๋กœ ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜๋œ ๊ฒฝ์šฐ๊ฐ€ ๋‚˜์™”์–ด์š”.

๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ ์‹œ๋Œ€์— '์ž‘๋™ํ•˜๋Š” ์•ฑ'๊ณผ '์•ˆ์ „ํ•œ ์•ฑ'์€ ์ „ํ˜€ ๋‹ค๋ฅธ ์–˜๊ธฐ์˜ˆ์š”. ๋ณด์•ˆ ๊ฒ€ํ†  ์—†์ด ๋ฐฐํฌ๋œ ์•ฑ์ด 38๋งŒ ๊ฐœ ์ด์ƒ ๊ณต๊ฐœ ์ƒํƒœ๋ผ๋Š” ๊ฑด ์—…๊ณ„ ์ „์ฒด๊ฐ€ ์งš์–ด์•ผ ํ•  ๋ฌธ์ œ์˜ˆ์š”.

์žก๋Œ์Œค์˜ ํ•œ๋งˆ๋””

์ฝ”๋“œ๋ฅผ ๋ชฐ๋ผ๋„ ์•ฑ์„ ์ถœ์‹œํ•  ์ˆ˜ ์žˆ๋Š” ์‹œ๋Œ€, ๋ณด์•ˆ ๊ฒ€ํ†  ์—†์ด ๋ฐฐํฌ๋œ ์•ฑ์ด ํญ๋ฐœ์ ์œผ๋กœ ๋Š˜๊ณ  ์žˆ์–ด์š”. ๋ฐฐํฌ ์ „ Semgrep ํ•œ ๋ฒˆ์ด ํ•„์ˆ˜์˜ˆ์š”.


์ถœ์ฒ˜: What I found when I security-scanned 10 AI-built apps (and how to check yours manually)

์ด ๊ธ€์ด ์–ด๋• ๋‚˜์š”?

๊ด€๋ จ ๊ธ€

๐Ÿค–๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ๐Ÿ› ๏ธAI ๋„๊ตฌ๐Ÿ“ˆ์„ฑ๊ณต์‚ฌ๋ก€

AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ์˜ ์„ฑ๊ณผ๋Š” โ€œ๋” ๊ธธ๊ฒŒ ์‹œํ‚ค๊ธฐโ€๋ณด๋‹ค ํ”„๋กœ์ ํŠธ ๋งฅ๋ฝ์„ ์ •๋ฆฌํ•˜๊ณ , ์ผ์„ ์ž‘๊ฒŒ ๋‚˜๋ˆ„๊ณ , ๋งค ๋‹จ๊ณ„์˜ ๊ฒ€์ฆ๊ณผ ๋˜๋Œ๋ฆผ์„ ์ •ํ•˜๋Š” ๋ฐ์„œ ๊ฐˆ๋ฆฝ๋‹ˆ๋‹ค

AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ์˜ ์„ฑ๊ณผ๋Š” โ€œ๋” ๊ธธ๊ฒŒ ์‹œํ‚ค๊ธฐโ€๋ณด๋‹ค ํ”„๋กœ์ ํŠธ ๋งฅ๋ฝ์„ ์ •๋ฆฌํ•˜๊ณ , ์ผ์„ ์ž‘๊ฒŒ ๋‚˜๋ˆ„๊ณ , ๋งค ๋‹จ๊ณ„์˜ ๊ฒ€์ฆ๊ณผ ๋˜๋Œ๋ฆผ์„ ์ •ํ•˜๋Š” ๋ฐ์„œ ๊ฐˆ๋ฆฝ๋‹ˆ๋‹ค. ํ˜ผ์ž ๋งŒ๋“œ๋Š” MVP๋ผ๋ฉด ์ด ๋‹ค์„ฏ ๋‹จ๊ณ„๋งŒ์œผ๋กœ๋„ ์‹คํŒจ ๋น„์šฉ์„ ํฌ๊ฒŒ ์ค„์ผ ์ˆ˜ ์žˆ์–ด์š”.

์—๋””ํ„ฐ MAX8๋ถ„ ์†Œ์š”
๐Ÿ“ˆ์„ฑ๊ณต์‚ฌ๋ก€๐Ÿค–๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ๐Ÿ› ๏ธAI ๋„๊ตฌ

Anthropic์˜ ๋‚ด๋ถ€ ํŒ€ ์‚ฌ๋ก€๋Š” AI ์ฝ”๋”ฉ ๋„๊ตฌ๊ฐ€ ์‚ฌ๋žŒ์„ ํ†ต์งธ๋กœ ๋Œ€์ฒดํ•œ๋‹ค๋Š” ์ด์•ผ๊ธฐ๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค

Anthropic์˜ ๋‚ด๋ถ€ ํŒ€ ์‚ฌ๋ก€๋Š” AI ์ฝ”๋”ฉ ๋„๊ตฌ๊ฐ€ ์‚ฌ๋žŒ์„ ํ†ต์งธ๋กœ ๋Œ€์ฒดํ•œ๋‹ค๋Š” ์ด์•ผ๊ธฐ๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค. ๋ฌธ์„œยทํ…Œ์ŠคํŠธยท์ฒดํฌํฌ์ธํŠธ๋ฅผ ๊ฐ–์ถ˜ ํŒ€์ด ๋ฐ˜๋ณต ์ž‘์—…์„ ๋” ๋นจ๋ฆฌ ์ฒ˜๋ฆฌํ•˜๊ณ , ๋น„๊ฐœ๋ฐœ์ž๋„ ์ž‘์€ ๋ณ€๊ฒฝ์— ์ฐธ์—ฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋œ ์›Œํฌํ”Œ๋กœ์šฐ์˜ ์‚ฌ๋ก€์— ๊ฐ€๊น์Šต๋‹ˆ๋‹ค.

์—๋””ํ„ฐ MAX7๋ถ„ ์†Œ์š”
๐Ÿ› ๏ธAI ๋„๊ตฌ๐Ÿค–๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ๐Ÿ“ˆ์„ฑ๊ณต์‚ฌ๋ก€

AI๋กœ ๊ธฐ์ˆ  ๋ฌธ์„œ๋ฅผ ๋น ๋ฅด๊ฒŒ ๋งŒ๋“ค ์ˆ˜๋Š” ์žˆ์–ด๋„, ์ •ํ™•ํ•œ ๋ฌธ์„œ๊ฐ€ ์ €์ ˆ๋กœ ๋‚˜์˜ค์ง€๋Š” ์•Š์Šต๋‹ˆ๋‹ค

AI๋กœ ๊ธฐ์ˆ  ๋ฌธ์„œ๋ฅผ ๋น ๋ฅด๊ฒŒ ๋งŒ๋“ค ์ˆ˜๋Š” ์žˆ์–ด๋„, ์ •ํ™•ํ•œ ๋ฌธ์„œ๊ฐ€ ์ €์ ˆ๋กœ ๋‚˜์˜ค์ง€๋Š” ์•Š์Šต๋‹ˆ๋‹ค. Google Cloud์˜ ๋ฌธ์„œ ์ œ์ž‘ ์‚ฌ๋ก€์ฒ˜๋Ÿผ ์›๋ฌธ ๊ทผ๊ฑฐยท๋ณ„๋„ ํ‰๊ฐ€ยท์‹คํ–‰ ๊ฒ€์ฆ์„ ๋ถ„๋ฆฌํ•˜๋ฉด, ์ฝ˜ํ…์ธ  ์ž๋™ํ™”๋„ โ€˜๋งŽ์ด ์“ฐ๊ธฐโ€™๊ฐ€ ์•„๋‹ˆ๋ผ โ€˜ํ‹€๋ฆฌ์ง€ ์•Š๊ฒŒ ๊ณ ์น˜๊ธฐโ€™๋กœ ๋ฐ”๊ฟ€ ์ˆ˜ ์žˆ์–ด์š”.

์—๋””ํ„ฐ MAX8๋ถ„ ์†Œ์š”