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Show HN: Agent framework that generates its own topology and evolves at runtime
By vincentjiang2026๋
2์ 12์ผ
**Show HN: Agent framework that generates its own topology and evolves at runtime**
Hi HN,Iโm Vincent from Aden. We spent 4 years building ERP automation for construction (PO/invoice reconciliation). We had real enterprise customers but hit a technical wall: Chatbots aren't for real work. Accountants don't want to chat; they want the ledger reconciled while they sleep. They want services, not tools.Existing agent frameworks (LangChain, AutoGPT) failed in production - brittle, looping, and unable to handle messy data...
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**[devsupporter ํด์ค]**
์ด ๊ธฐ์ฌ๋ Hacker News Front์์ ์ ๊ณตํ๋ ์ต์ ๊ฐ๋ฐ ๋ํฅ์ ๋๋ค. ๊ด๋ จ ๋๊ตฌ๋ ๊ธฐ์ ์ ๋ํด ๋ ์์๋ณด์๋ ค๋ฉด ์๋ณธ ๋งํฌ๋ฅผ ์ฐธ๊ณ ํ์ธ์.
Hi HN,Iโm Vincent from Aden. We spent 4 years building ERP automation for construction (PO/invoice reconciliation). We had real enterprise customers but hit a technical wall: Chatbots aren't for real work. Accountants don't want to chat; they want the ledger reconciled while they sleep. They want services, not tools.Existing agent frameworks (LangChain, AutoGPT) failed in production - brittle, looping, and unable to handle messy data...
---
**[devsupporter ํด์ค]**
์ด ๊ธฐ์ฌ๋ Hacker News Front์์ ์ ๊ณตํ๋ ์ต์ ๊ฐ๋ฐ ๋ํฅ์ ๋๋ค. ๊ด๋ จ ๋๊ตฌ๋ ๊ธฐ์ ์ ๋ํด ๋ ์์๋ณด์๋ ค๋ฉด ์๋ณธ ๋งํฌ๋ฅผ ์ฐธ๊ณ ํ์ธ์.
