// AI news · 2026-10-31 · IT之家
DeepSeek Introduces Super-agent Dual-layer Architecture
DeepSeek introduces a Super-agent architecture with Router and Worker layers to enable continuous, efficient, proactive, and persistent agent operations.
Published 2026-10-31 21:36 (Beijing time)Source IT之家Auto-summarised, fact-checked against source
01Summary
The design supports event-driven workflows, asynchronous task execution, and context recovery through chain-of-recall and speculative execution. Experiments show improved task completion efficiency compared to single-session agents, with p95 time reduced from 29.5 to 15.7 minutes. A watchdog session monitors system health and intervenes when anomalies are detected.
Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.
02Key points
- Super-agent uses Router-Worker dual layer for task routing and unified response
- Supports event-driven workflows and asynchronous task execution
- Experiments show 40% faster completion than single-session agents
- Watchdog session monitors system health and intervenes on failures
03Source
DeepSeek 提出 Super-agent 架构设计：Router 与 Worker 双层架构，探索更自主的 Agent 系统
IT之家 · published 2026-10-31 21:36 Beijing time
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