ํ”ผ๋“œ๋กœ ๋Œ์•„๊ฐ€๊ธฐ
๐Ÿงน repomeld v1.1: Finally, a Tool That Knows What NOT to Include
Dev.toDev.to
DevOps

Vendor Noise ์ œ๊ฑฐ๋ฅผ ํ†ตํ•œ AI Context ํšจ์œจ 80๋ฐฐ ํ–ฅ์ƒ

๐Ÿงน repomeld v1.1: Finally, a Tool That Knows What NOT to Include

sakshsky2026๋…„ 4์›” 16์ผ6๋ถ„beginner

AI ์š”์•ฝ

Context

์ฝ”๋“œ๋ฒ ์ด์Šค ํ†ตํ•ฉ ๋„๊ตฌ์˜ ๋ฌด๋ถ„๋ณ„ํ•œ ํŒŒ์ผ ํฌํ•จ์œผ๋กœ ์ธํ•œ AI Context Window ๋‚ญ๋น„ ๋ฐœ์ƒ. ๊ณตํ†ต ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์™€ Vendor ํŒŒ์ผ์ด ์ „์ฒด ๋ฐ์ดํ„ฐ์˜ 80% ์ด์ƒ์„ ์ ์œ ํ•˜์—ฌ ์‹ค์ œ Business Logic ๋ถ„์„ ํšจ์œจ์„ ์ €ํ•ดํ•˜๋Š” ๊ตฌ์กฐ์  ํ•œ๊ณ„ ์ง๋ฉด.

Technical Solution

  • 200๊ฐœ ์ด์ƒ์˜ ๊ณตํ†ต Public Library ๋ฐ Vendor ํŒŒ์ผ ๊ธฐ๋ฐ˜์˜ Smart Auto-Ignore ๋ฆฌ์ŠคํŠธ ๊ตฌ์ถ•
  • CSS Framework, JS Library, UI Components ๋“ฑ ์นดํ…Œ๊ณ ๋ฆฌ๋ณ„ ํ•„ํ„ฐ๋ง ๊ทœ์น™ ์ ์šฉ์„ ํ†ตํ•œ Noise ์ œ๊ฑฐ
  • repomeld.ignore.json ์„ค์ •์„ ํ†ตํ•œ ์‚ฌ์šฉ์ž ์ •์˜ Ignore List ํ™•์žฅ์„ฑ ํ™•๋ณด
  • --force-include ์˜ต์…˜์„ ์ œ๊ณตํ•˜์—ฌ ์ปค์Šคํ…€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ํฌํ•จ์ด ํ•„์š”ํ•œ ์˜ˆ์™ธ ์ผ€์ด์Šค ๋Œ€์‘
  • --dry-run ๋ชจ๋“œ ๊ตฌํ˜„์œผ๋กœ ์‹ค์ œ ํŒŒ์ผ ํ†ตํ•ฉ ์ „ ์ œ์™ธ ๋Œ€์ƒ ์‚ฌ์ „ ๊ฒ€์ฆ ํ”„๋กœ์„ธ์Šค ์ œ๊ณต
  • LLM์˜ ์‚ฌ์ „ ํ•™์Šต ์ง€์‹์„ ํ™œ์šฉํ•ด ์ค‘๋ณต ์ •๋ณด(Known Libraries)๋ฅผ ๋ฐฐ์ œํ•˜๋Š” ๋ฐ์ดํ„ฐ ์ตœ์ ํ™” ์ „๋žต ์ฑ„ํƒ

์‹ค์ฒœ ํฌ์ธํŠธ

AI Context ์ฃผ์ž… ์ „ 1) ๊ณตํ†ต ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์ œ์™ธ ์—ฌ๋ถ€ ํ™•์ธ, 2) Build Output ๋ฐ Lock ํŒŒ์ผ ์ œ๊ฑฐ, 3) ๋น„์ฆˆ๋‹ˆ์Šค ๋กœ์ง ์ค‘์‹ฌ์˜ ํŒŒ์ผ ํ•„ํ„ฐ๋ง ๊ทœ์น™ ์ ์šฉ ์—ฌ๋ถ€๋ฅผ ๊ฒ€ํ† ํ•  ๊ฒƒ

ํƒœ๊ทธ

#AI Context#Signal-to-Noise Ratio#Token Optimization#LLM#Developer Experience
์›๋ฌธ ์ฝ๊ธฐ