Tech Freedom Circle

Nov 2, 2026 · Artificial Intelligence

DeepSeek Super-agent: OS-Inspired Agent Architecture with Scheduling, Caching & Watchdog

The article analyzes DeepSeek's Super-agent architecture, showing how it maps operating system concepts—process scheduling, page caching, compute-storage separation, and watchdog mechanisms—to build a dual-layer Router-Worker agent system that enables continuous, efficient, proactive, and persistent autonomous agents, with source code insights from the open-source prototype.