Alibaba Cloud Developer
Jun 15, 2026 · Artificial Intelligence
How to Build an End‑to‑End Business‑Requirement Expert Agent
This article presents a detailed, end‑to‑end design for an AI‑driven business‑requirement expert Agent that automates the full lifecycle—from intake, clarification, and planning through implementation, testing, code review, acceptance, deployment, and post‑release feedback—while outlining the four‑layer architecture, tool integration, and remaining challenges.
AI AgentLLMR&D Process
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