727 FinancePANews October 31 news, according to IT Home, the official DeepSeek Harness team released "Super-agent Design Exploration: Toward a More Autonomous Agent System," introducing its engineering-oriented Super-agent architecture. DeepSeek states that existing Agents operate on a single Session basis, requiring users to switch manually when handling multiple tasks in parallel, and typically can only follow 3 to 5 active Sessions simultaneously; they also face issues such as single-session blocking, context confusion, and task stoppage after local offline.
DeepSeek summarizes the characteristics of Super-agent as continuous, efficient, proactive, and persistent. The overall architecture consists of five parts: a two-layer Router and Worker structure, event-driven design, human-oriented interaction, separation of computation from state and environment, and Watchdog. The Router handles human interaction, maintains global context, and dispatches tasks; Workers execute concurrently in isolated sessions and do not reply directly to users, but instead report status and results to the Router. The system also introduces mechanisms such as Trigger event filtering, Inline & Spill, chain recall, speculative execution, asynchronous ReAct Loop, and Watchdog.