Tsinghua's THUNLP lab, together with ModelBest and OpenBMB, has open-sourced PilotDeck 2.0, an agent operating system featuring WorkSpace-based isolation for files, memory, and tasks, white-box memory management, Dream mode, Always-on execution, native MCP support, and smart routing that cuts complex long-task costs by roughly five-sixths.