ํ”ผ๋“œ๋กœ ๋Œ์•„๊ฐ€๊ธฐ
I Let Hermes Agent Handle Real Work for 24 Hours โ€” Hereโ€™s What Surprised Me ๐Ÿš€
Dev.toDev.to
AI/ML

๋‹จ์ˆœ Chatbot์„ ๋„˜์–ด์„  Persistent Agentic Workflow ์‹œ์Šคํ…œ ๊ตฌํ˜„

I Let Hermes Agent Handle Real Work for 24 Hours โ€” Hereโ€™s What Surprised Me ๐Ÿš€

Hrishika Malviya2026๋…„ 5์›” 23์ผ5๋ถ„intermediate

AI ์š”์•ฝ

Context

๊ธฐ์กด AI Assistant์˜ ์ผํšŒ์„ฑ ์„ธ์…˜ ๊ตฌ์กฐ๋กœ ์ธํ•œ Context ์œ ์ง€ ํ•œ๊ณ„ ๋ฐ ๋‹จ์ˆœ ํ…์ŠคํŠธ ์ƒ์„ฑ ์œ„์ฃผ์˜ ๋™์ž‘ ๋ฐฉ์‹ ๋ถ„์„. ๋‹จ์ˆœ ํ”„๋กฌํ”„ํŠธ ์‘๋‹ต ๋ฐฉ์‹์œผ๋กœ๋Š” ๋ณต์žกํ•œ ์˜์กด์„ฑ์„ ๊ฐ€์ง„ Multi-step Workflow ์ฒ˜๋ฆฌ ๋ฐ ์žฅ๊ธฐ์  ์ž‘์—… ์ˆ˜ํ–‰์ด ๋ถˆ๊ฐ€๋Šฅํ•œ ๊ตฌ์กฐ์  ์ œ์•ฝ ์กด์žฌ.

Technical Solution

  • Step-by-step Reasoning ๊ธฐ๋ฐ˜์˜ ์ž‘์—… ๋ถ„ํ•ด ๋กœ์ง์„ ํ†ตํ•œ ๊ตฌ์กฐ์  ๋ฌธ์ œ ํ•ด๊ฒฐ
  • ๋‹จ์ˆœ ์‘๋‹ต์ด ์•„๋‹Œ Goal, Subtask, Logical Sequence๋กœ ๊ตฌ์„ฑ๋œ Workflow Planning ์„ค๊ณ„
  • Memory ๋ฐ Persistence ๋ ˆ์ด์–ด ๋„์ž…์„ ํ†ตํ•œ ์ž‘์—… ๊ฐ„ Context ์œ ์ง€ ๋ฐ ํ•™์Šต ๋ฉ”์ปค๋‹ˆ์ฆ˜ ๊ตฌํ˜„
  • ์ž์ฒด ์ธํ”„๋ผ ๊ตฌ์ถ•์ด ๊ฐ€๋Šฅํ•œ Open-source ์•„ํ‚คํ…์ฒ˜ ์ฑ„ํƒ์œผ๋กœ Model ๋ฐ Tool ์ปค์Šคํ„ฐ๋งˆ์ด์ง• ์œ ์—ฐ์„ฑ ํ™•๋ณด
  • Prompt ์‘๋‹ต ์ค‘์‹ฌ์—์„œ Task ์‹คํ–‰ ์ค‘์‹ฌ์˜ Agentic AI ๊ตฌ๋™ ๋ฐฉ์‹์œผ๋กœ์˜ ํŒจ๋Ÿฌ๋‹ค์ž„ ์ „ํ™˜

์‹ค์ฒœ ํฌ์ธํŠธ

1. ๋‹จ์ˆœ ์ฑ—๋ด‡ ์ธํ„ฐํŽ˜์ด์Šค ๋Œ€์‹  ๋ชฉํ‘œ-ํ•˜์œ„์ž‘์—…-์‹คํ–‰ ๋‹จ๊ณ„๋กœ ์ด์–ด์ง€๋Š” Workflow ์„ค๊ณ„ ๊ฒ€ํ† 

2. ์„ธ์…˜ ๊ธฐ๋ฐ˜ ๋ฉ”๋ชจ๋ฆฌ๋ฅผ ๋„˜์–ด์„  Persistence ์ €์žฅ์†Œ ๋„์ž…์„ ํ†ตํ•œ ์žฅ๊ธฐ Context ๊ด€๋ฆฌ ์ฒด๊ณ„ ๊ตฌ์ถ•

3. ํ์‡„์  API ์˜์กด๋„๋ฅผ ๋‚ฎ์ถ”๊ธฐ ์œ„ํ•ด Open-source ๊ธฐ๋ฐ˜์˜ Agent ํ”„๋ ˆ์ž„์›Œํฌ ๋„์ž… ๋ฐ ์ž์ฒด ์ธํ”„๋ผ ๋ฐฐํฌ ๊ฐ€๋Šฅ์„ฑ ๋ถ„์„

4. AI ๊ฒฐ๊ณผ๋ฌผ์˜ ์ผ๊ด€์„ฑ์„ ์œ„ํ•ด ๊ตฌ์ฒด์ ์ธ ๊ตฌ์กฐ์  ์ œ์•ฝ ์กฐ๊ฑด(Structured Task)์„ ํฌํ•จํ•œ ํ”„๋กฌํ”„ํŒ… ์ „๋žต ์ˆ˜๋ฆฝ

ํƒœ๊ทธ

#Open Source AI#Reasoning#Agentic AI#Workflow Automation#Persistence
์›๋ฌธ ์ฝ๊ธฐ