China Day · Daily News Memo1 Nov 2026 · 中文
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DeepSeek publishes Super-agent architecture design and open-sources a research prototype with a Router–Worker layout

DeepSeek publishes Super-agent Router–Worker architecture and open-sources a research prototype; it says it is not an official product.

DeepSeek's Harness team late on 31 October published "Exploring Super-agent Design: Towards a More Autonomous Agent System" and open-sourced a research prototype, dsh-superagent-prototype, on GitHub under the MIT license. According to Yicai and IT Home, the team said mainstream agents still treat a single session as the unit of work, so multi-task throughput is capped by human attention; its Super-agent aims to be continuous, efficient, proactive and persistent, with a Router–Worker two-tier layout, event-driven design, asynchronous multi-channel interaction, separation of compute and state, and an external Watchdog. The Router handles human interaction and dispatch; Workers run in isolated sessions. The team said an internal instance is already in continuous use for bug reproduction, code review and Harness iteration, and that the public prototype is for validating the approach, not an official DeepSeek product. English tech site AIReport and others also covered the architecture and repository.

Sources 第一财经 · IT之家 · GitHub dsh-superagent-prototype · AIReport
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