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For machine learning developers, algorithm engineers, AI researchers, and data science teams. For scenarios that require intelligent assisted development, automated experiment management, and task monitoring and alerting. Supports individual developers using DSW Gateway for quick experience. Supports enterprise teams implementing multi-user collaboration and mobile office through DingTalk. Meets intelligent requirements for end-to-end processes, from daily code generation and file management to training task monitoring and experiment record archiving. New features/specifications: 1. PAI-DSW provides automated installation scripts that support Model Studio or PAI-EAS as the LLM service to quickly build AI agents with system control, persistent memory, and scheduled proactive push capabilities. 2. Three access methods are provided: DSW Gateway for zero-configuration quick experience, DingTalk for multi-user collaboration and mobile access, and SSH tunnel for special network environments. 3. Typical scenarios include intelligent code generation, task status query, GPU monitoring and alerting, and automatic experiment archiving, truly enabling "intelligent cloud development".