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I built an AI project manager for dev teams because Jira was too much and Trello was too little โ€” meet Rahnuma.io ๐Ÿš€
Dev.toDev.to
AI/ML

AI ๊ธฐ๋ฐ˜ ๋ฐ์ดํ„ฐ ๋ชจ๋ธ ๊ฒฐํ•ฉ์œผ๋กœ Jira์™€ Trello์˜ ๊ฐ„๊ทน์„ ํ•ด๊ฒฐํ•œ DevOps ํ”Œ๋žซํผ ์„ค๊ณ„

I built an AI project manager for dev teams because Jira was too much and Trello was too little โ€” meet Rahnuma.io ๐Ÿš€

Muhammad Azhar2026๋…„ 6์›” 25์ผ2๋ถ„intermediate

AI ์š”์•ฝ

Context

Jira์˜ ๊ณผ๋„ํ•œ ๋ณต์žก์„ฑ๊ณผ Trello์˜ ๊ธฐ๋Šฅ ๋ถ€์กฑ์œผ๋กœ ์ธํ•œ ๊ฐœ๋ฐœ ํŒ€์˜ ๊ด€๋ฆฌ ๋ณ‘๋ชฉ ๋ฐœ์ƒ. ๋‹จ์ˆœ ์ฑ—๋ด‡ ๊ฒฐํ•ฉ ๋ฐฉ์‹์˜ ๊ธฐ์กด AI ๋„๊ตฌ๋“ค์ด ์‹ค์ œ ํ”„๋กœ์ ํŠธ ์ƒํƒœ๋ฅผ ๋ฐ˜์˜ํ•˜์ง€ ๋ชปํ•˜๋Š” ํ•œ๊ณ„ ์ง๋ฉด.

Technical Solution

  • xAI Grok ๋ฐ Groq Fallback ๊ตฌ์กฐ๋ฅผ ํ†ตํ•œ AI ์ถ”๋ก  ๊ฐ€์šฉ์„ฑ ๋ฐ ์‘๋‹ต ์†๋„ ํ™•๋ณด
  • Sprint History, Velocity, Blocker ๋ฐ์ดํ„ฐ๋ฅผ AI ๋ฐ์ดํ„ฐ ๋ชจ๋ธ์— ์ง์ ‘ ๋ฐ”์ธ๋”ฉํ•˜์—ฌ ์ปจํ…์ŠคํŠธ ๊ธฐ๋ฐ˜ ์˜ˆ์ธก ๊ตฌํ˜„
  • Server-Sent Events(SSE) ์ ์šฉ์œผ๋กœ ํ”„๋กœ์ ํŠธ ์ƒํƒœ์˜ ์‹ค์‹œ๊ฐ„ ๋™๊ธฐํ™” ๊ตฌํ˜„
  • Prisma์™€ PostgreSQL ์กฐํ•ฉ์œผ๋กœ ์ •ํ˜•ํ™”๋œ Task ๋ฐ Subtask ๊ฐ„์˜ ๊ด€๊ณ„ํ˜• ๋ฐ์ดํ„ฐ ๋ฌด๊ฒฐ์„ฑ ์œ ์ง€
  • GitHub ๋ฐ Bitbucket Integration์„ ํ†ตํ•œ ์ปค๋ฐ‹ ๋ฐ์ดํ„ฐ์™€ Task ๊ฐ„์˜ ์ง์ ‘ ์—ฐ๊ฒฐ๋กœ ์ถ”์ ์„ฑ ๊ฐ•ํ™”
  • Next.js 15 Turbopack ๊ธฐ๋ฐ˜์˜ ์ตœ์ ํ™”๋œ ํ”„๋ก ํŠธ์—”๋“œ ๋Ÿฐํƒ€์ž„ ํ™˜๊ฒฝ ๊ตฌ์ถ•

์‹ค์ฒœ ํฌ์ธํŠธ

- AI ๊ธฐ๋Šฅ ๊ตฌํ˜„ ์‹œ ๋‹จ์ˆœ API ํ˜ธ์ถœ์ด ์•„๋‹Œ ๋„๋ฉ”์ธ ๋ฐ์ดํ„ฐ ๋ชจ๋ธ๊ณผ AI ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ง์ ‘ ์—ฐ๊ฒฐํ•˜๋Š” ์„ค๊ณ„ ๊ฒ€ํ†  - LLM ์‘๋‹ต ์ง€์—ฐ ๋ฐ ์žฅ์•  ๋Œ€๋น„๋ฅผ ์œ„ํ•œ ๋‹ค์ค‘ ๋ชจ๋ธ Fallback ์ „๋žต ์ˆ˜๋ฆฝ - ์‹ค์‹œ๊ฐ„ ์ƒํƒœ ์—…๋ฐ์ดํŠธ๊ฐ€ ํ•„์š”ํ•œ ํ˜‘์—… ๋„๊ตฌ ์„ค๊ณ„ ์‹œ SSE ๋˜๋Š” WebSocket ๋„์ž… ๊ณ ๋ ค

ํƒœ๊ทธ

#LLM orchestration#Real-time Sync#Server-Sent Events#Data Modeling#DevOps
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