๐Ÿค–๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ2026-06-25

๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”

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


title: "AI ์ƒ์„ฑ ์ฝ”๋“œ ํŒŒ์ผ๋‹น ์น˜๋ช…์  ๋ฒ„๊ทธ 5๊ฐœ, ๋ฆฐํ„ฐ๋Š” ์ „๋ถ€ ํ†ต๊ณผ" description: "๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”" date: 2026-06-25 tags: [ai-news] source: "https://dev.to/ainascan/i-scanned-50-ai-generated-repos-5-critical-bugs-per-file-on-average-all-missed-by-linters-2691" sidebar: order: 0

์ œ๋ชฉ(ํ•œ๊ธ€): AI ์ƒ์„ฑ ์ฝ”๋“œ ํŒŒ์ผ๋‹น ์น˜๋ช…์  ๋ฒ„๊ทธ 5๊ฐœ, ๋ฆฐํ„ฐ๋Š” ์ „๋ถ€ ํ†ต๊ณผ ์›๋ฌธ ์ œ๋ชฉ(์˜๋ฌธ): I scanned 50 AI-generated repos. 5 critical bugs per file on average โ€” all missed by linters. ์›๋ฌธ: I scanned 50 AI-generated repos. 5 critical bugs per file on average โ€” all missed by linters. ์†Œ์Šค: dev-to-vibecoding MD ํŒŒ์ผ: content/2026-06-25/dev-to-vibecoding-i-scanned-50-ai-generated-repos-5-critical-bugs-pe.md

ํ•ต์‹ฌ ๋‚ด์šฉ

AI๊ฐ€ ์ž‘์„ฑํ•œ ํŒŒ์ด์ฌ ์ฝ”๋“œ 50๊ฐœ ๋ ˆํฌ๋ฅผ ์ง์ ‘ ์Šค์บ”ํ–ˆ๋”๋‹ˆ, 100% ์ „๋ถ€ ๋ฆฐํ„ฐ๊ฐ€ ์žก์ง€ ๋ชปํ•œ ์น˜๋ช…์  ๋ณด์•ˆ ์ทจ์•ฝ์ ์ด ์žˆ์—ˆ์–ด์š”.

๊ฐ€์žฅ ๋งŽ์ด ๋ฐœ๊ฒฌ๋œ ํŒจํ„ด์€ 6๊ฐ€์ง€์˜ˆ์š”. SQL ์ธ์ ์…˜, ์ปค๋งจ๋“œ ์ธ์ ์…˜, ๊ฒ€์ฆ ์—†๋Š” ์˜คํ”ˆ ๋ฆฌ๋‹ค์ด๋ ‰ํŠธ, ํ•˜๋“œ์ฝ”๋”ฉ๋œ API ํ‚คยทDB ํŒจ์Šค์›Œ๋“œ, async ์„ ์–ธ๋งŒ ํ•˜๊ณ  await๋Š” ์—†๋Š” ๊ฐ€์งœ ๋น„๋™๊ธฐ, ๊ทธ๋ฆฌ๊ณ  INSERT ์—†์ด "์ €์žฅ ์™„๋ฃŒ"๋ฅผ ๋ฐ˜ํ™˜ํ•˜๋Š” save ํ•จ์ˆ˜์˜ˆ์š”. ๋ฆฐํ„ฐ๋Š” ๋ฌธ๋ฒ• ์˜ค๋ฅ˜ ์ค‘์‹ฌ์ด๋ผ ์ด๋Ÿฐ ๋…ผ๋ฆฌยท๋ณด์•ˆ ๊ฒฐํ•จ์€ ๊ทธ๋ƒฅ ํ†ต๊ณผ์‹œ์ผœ์š”.

Cursor, Copilot, Claude, Gemini ๋ชจ๋‘ ๋™์ผํ•œ ํŒจํ„ด์„ ๋ฐ˜๋ณต ์ƒ์„ฑํ•œ๋‹ค๋Š” ๊ฒŒ ํ•ต์‹ฌ์ด์—์š”. ๋ฐ”์ด๋ธŒ ์ฝ”๋”ฉ์œผ๋กœ ๋น ๋ฅด๊ฒŒ ๋งŒ๋“  ์ฝ”๋“œ์ผ์ˆ˜๋ก ์ด ์ฒดํฌ๋ฆฌ์ŠคํŠธ๋ฅผ ๊ผญ ํ•œ ๋ฒˆ ๋Œ๋ ค๋ด์•ผ ํ•  ๊ฒƒ ๊ฐ™์•„์š”.

์žก๋Œ์Œค์˜ ํ•œ๋งˆ๋””

๋ฆฐํ„ฐ๋Š” ๋ฌธ๋ฒ•๋งŒ ๋ด์š”. ๋…ผ๋ฆฌยท๋ณด์•ˆ ๊ฒฐํ•จ์€ ํ†ต๊ณผ์‹œํ‚ค๊ฑฐ๋“ ์š”. AI๊ฐ€ ๋™์ผ ํŒจํ„ด์„ ๋ฐ˜๋ณต ์ƒ์„ฑํ•˜๊ธฐ ๋•Œ๋ฌธ์— ๋ฐ”์ด๋ธŒ ์ฝ”๋”ฉ ๊ฒฐ๊ณผ๋ฌผ์€ ๋ฐ˜๋“œ์‹œ ๋ณ„๋„ ๋ณด์•ˆ ์Šค์บ”์ด ํ•„์š”ํ•ด์š”.


์ถœ์ฒ˜: I scanned 50 AI-generated repos. 5 critical bugs per file on average โ€” all missed by linters.

์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”