As DeFi expands in scale and complexity, AI-driven "Agentic Finance" is becoming a key direction to lower the barrier of entry for users. This article systematically analyzes the current development and core challenges of two types of intelligent agents: Co-pilot Agents Platforms like &milo, The Hive, and Meridian assist users with investment decisions, asset rebalancing, and more through natural language processing. However, they still face issues such as execution errors, data latency, and ...