๐Ÿค–๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ2026-06-16

๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”

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


title: "AI ์ปดํ”Œ๋ผ์ด์–ธ์Šค ์ฑ—๋ด‡, 48์‹œ๊ฐ„ ๋งŒ์— MVP ์™„์„ฑ" description: "๋‰ด์Šค - ์›๋ฌธ ๊ธฐ๋ฐ˜ ์š”์•ฝ ํ•„์š”" date: 2026-06-16 tags: [ai-news] source: "https://dev.to/torykovdya/i-built-an-ai-compliance-chatbot-in-48-hours-heres-what-actually-broke-4p46" sidebar: order: 0

์ œ๋ชฉ(ํ•œ๊ธ€): AI ์ปดํ”Œ๋ผ์ด์–ธ์Šค ์ฑ—๋ด‡, 48์‹œ๊ฐ„ ๋งŒ์— MVP ์™„์„ฑ ์›๋ฌธ ์ œ๋ชฉ(์˜๋ฌธ): I Built an AI Compliance Chatbot in 48 Hours. Here's What Actually Broke. ์›๋ฌธ: I Built an AI Compliance Chatbot in 48 Hours. Here's What Actually Broke. ์†Œ์Šค: dev-to-vibecoding MD ํŒŒ์ผ: content/2026-06-16/dev-to-vibecoding-i-built-an-ai-compliance-chatbot-in-48-hours-here-.md

ํ•ต์‹ฌ ๋‚ด์šฉ

ํ…Œ์ŠคํŠธ ๊ณผ์ œ๋กœ ๋ฐ›์€ ์ŠคํŽ™์„ 48์‹œ๊ฐ„ ๋งŒ์— ์‹ค์ œ AI ์ฑ—๋ด‡์œผ๋กœ ๋งŒ๋“ค์–ด๋ฒ„๋ฆฐ ๊ฐœ๋ฐœ์ž ์ด์•ผ๊ธฐ์˜ˆ์š”.

'ComplianceGPT'๋ผ๋Š” ์ด๋ฆ„์œผ๋กœ, PDF/TXT/MD ๋ฌธ์„œ๋ฅผ ์—…๋กœ๋“œํ•˜๋ฉด pgvector๋กœ ์ž„๋ฒ ๋”ฉํ•ด์„œ ์ €์žฅํ•˜๊ณ , ์งˆ๋ฌธํ•˜๋ฉด ์ถœ์ฒ˜ ์ธ์šฉ๊ณผ ์‹ ๋ขฐ๋„ ์ ์ˆ˜๊นŒ์ง€ ํ•จ๊ป˜ ๋‹ต๋ณ€ํ•ด์ค˜์š”. ์Šคํƒ์€ Lovable + Supabase + DeepSeek + Railway ์กฐํ•ฉ์ด์—์š”.

Day 1 20์‹œ๊ฐ„ ๋งŒ์— ๋žœ๋”ฉ ํŽ˜์ด์ง€, ์ธ์ฆ, ๋ฌธ์„œ ์—…๋กœ๋“œ, AI ์ฑ„ํŒ…, ๊ฐ€๊ฒฉ ํ”Œ๋žœ๊นŒ์ง€ 9๊ฐœ ๊ธฐ๋Šฅ์„ ์˜ฌ๋ ธ๋Š”๋ฐ ๊ทธ ์ค‘ 6๊ฐœ๊ฐ€ ๊นจ์กŒ๊ฑฐ๋“ ์š”. ๊ทผ๋ฐ ๊ทธ ์‹คํŒจ ๋กœ๊ทธ๋ฅผ ์ „๋ถ€ ๊ณต๊ฐœํ•œ ๊ฒŒ ์ง„์งœ ๋ณผ ๋งŒํ•ด์š”.

'๋น ๋ฅด๊ฒŒ ๋งŒ๋“ค๊ณ , ๋ฌด์—‡์ด ๋ถ€์„œ์ง€๋Š”์ง€ ๋ฐฐ์šด๋‹ค'๋Š” ๊ฒŒ ๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ์˜ ํ•ต์‹ฌ์ธ๋ฐ โ€” ์ด ์‚ฌ๋ก€๊ฐ€ ๊ทธ๊ฑธ ์ œ์ผ ์†”์งํ•˜๊ฒŒ ๋ณด์—ฌ์ค˜์š”.

์žก๋Œ์Œค์˜ ํ•œ๋งˆ๋””

์™„์„ฑ๋„๋ณด๋‹ค ์†๋„์™€ ์‹คํŒจ ํ•™์Šต์ด ๋จผ์ €์˜ˆ์š”. ๊นจ์ง„ 6๊ฐœ์˜ ๊ธฐ๋ก์„ ๊ณต๊ฐœํ•œ ๊ฒƒ ์ž์ฒด๊ฐ€ ๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ์˜ ์ง„์งœ ๊ต๊ณผ์„œ์˜ˆ์š”.


์ถœ์ฒ˜: I Built an AI Compliance Chatbot in 48 Hours. Here's What Actually Broke.

์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”