Tagged articles

Router-Worker Pattern

2 articles · Page 1 of 1
Tech Freedom Circle
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.

BYOMCompute-Storage SeparationDeepSeek Super-agent
0 likes · 42 min read
DeepSeek Super-agent: OS-Inspired Agent Architecture with Scheduling, Caching & Watchdog
Baobao Algorithm Notes
Baobao Algorithm Notes
Nov 1, 2026 · Artificial Intelligence

Super-Agent Design Philosophy: Organizing AI Workers to Liberate Human Attention

The article presents a Super-Agent architecture that separates a persistent Router layer from ephemeral Worker sessions, manages context via Inline/Spill caching and chain recall, uses speculative execution to hide latency, and applies exception-management principles to minimize human attention while maximizing autonomous task execution.

AI Agent ArchitectureContext ManagementHuman-AI Interaction
0 likes · 15 min read
Super-Agent Design Philosophy: Organizing AI Workers to Liberate Human Attention