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AI CURATED HOT STORY · 10/31/2026

DeepSeek Proposes Super-agent Architecture for Parallel and Persistent Autonomy

1 reports archived1 independent sourcesupdated 10/31/2026, 21:36:35
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DeepSeek's team released 'Super-agent Design Exploration,' proposing a new Agent system based on a dual-layer Router and Worker architecture. This design addresses the context-switching bottleneck of traditional single-session models by enabling cross-channel continuity, parallel multi-task processing, and persistent operation. Internal instances are already active in code review scenarios, and a prototype repository (dsh-superagent-prototype) has been open-sourced.

LATEST/DeepSeek's team released 'Super-agent Design Exploration,' proposing a new Agent system based on a dual-layer Router and Worker architecture. This design addresses the context-switching bottleneck of traditional single-session models by enabling cross-channel continuity, parallel multi-task processing, and persistent operation. Internal instances are already active in code review scenarios, and a prototype repository (dsh-superagent-prototype) has been open-sourced.

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Total 1 reports · Latest first
  1. IT之家 · 智能时代T2·78 pts

    DeepSeek Proposes Super-agent Architecture for Parallel and Persistent Autonomy

    • Proposes a dual-layer Router and Worker architecture to break single-session limits, supporting parallel tasks and cross-channel continuity
    • Defines four key features of Super-agents: continuous, efficient, proactive, and persistent, shifting from passive response to autonomous collaboration
    • Open-sources the dsh-superagent-prototype, validating the technical route despite not being an official product