What happened: DeepSeek Harness team published the underlying architecture for its Super-agent, an always-on autonomous agent, as an open-source prototype on GitHub. Why it matters: The team says the initial experiments show system-level session scheduling is feasible, with faster and steadier multi-task completion, but it trades more tokens for speed and stability. The results are based on synthetic loads and a simplified environment, so they are preliminary references, not formal product conclusions.