The DeepSeek Harness team published a technical article on the evening of October 31 titled “Exploring Super-Agent Design: Toward More Autonomous Agent Systems.” According to Odaily, DeepSeek said the rise of personal agents has exposed limits in existing agent designs, which typically treat each session as an independent unit and struggle to support large-scale multitasking and team collaboration.
The proposed architecture combines a two-layer structure, event-driven processes, asynchronous multi-channel interaction, separation of storage and computing, and an external watchdog. DeepSeek said the system handles session management and context synchronization, allowing people to focus on decisions and review. The team said an internal Super-agent built on the approach is running and is used for reproducing and fixing issues, responding to code reviews, and iterating on DeepSeek Harness.