This article explores the evolution of AI agents in Web3, moving beyond hype to practical, autonomous applications. It details how these agents can perform complex tasks like trading, research, and content creation by leveraging on-chain data and smart contracts. The piece highlights SubQuery's role in providing the indexed data infrastructure necessary for AI agents to operate effectively and securely in a decentralized environment.