Full-Duplex Execution

Alibaba Cloud Native

Nov 11, 2026 · Artificial Intelligence

DeepSeek SuperAgent Architecture Explained: Design, Code & Our Flock Practice

This article analyzes DeepSeek's SuperAgent architecture, detailing its dual-layer Router/Worker design, event-driven triggers, context management with Inline/Spill and chain-of-recall, full-duplex async execution, and compute-state-environment separation. It compares with Cursor, LangChain, Anthropic, and Cognition approaches, examines the open-source prototype's code-level decisions (model proposes/code decides, outbox pattern, security layers), and shares the author's Flock system implementation for multi-human multi-agent collaboration.