Presented herein are embodiments of techniques to manage a plurality of tape-out tools each executing on a plurality of computing devices. The tape-out tools designed to process circuit design data to physical mask data which describes the physical layout of a circuit. The techniques including management of resources used by a tape-out tool and real-time feedback from a tape-out tool.