Swarms AI Agent project has once again entered the public eye. In this cycle, the integration of AI and blockchain is becoming a new growth point. From the market rhythm perspective, the current timing is indeed worth paying attention to—whether in terms of technological maturity or market sentiment. AI Agent, as a highly anticipated direction within the Web3 ecosystem, combines automation, intelligent decision-making, and decentralization features. Swarms' progress in this track may give us some insights.