The present invention relates generally to management in an autonomous, distributed environment. Aspects of the present invention include employing a distributed, scalable, autonomous resource discovery, management, and stitching system. In embodiments of the present invention a block architecture can be used where each block maintains management of the block rather than the entire environment. In embodiments of the present invention each block includes an autonomous resource discovery, management, and stitching system capable of communicating with autonomous resource discovery, management, and stitching, systems of other blocks to allocate and share resources between blocks.