As exascale supercomputers like El Capitan near deployment, Lawrence Livermore National Laboratory confronts a critical bottleneck: the unsustainable complexity of managing software dependencies across rapidly evolving GPU architectures. Their BUILD project leverages formal logic and binary analysis to automate compatibility checks, potentially accelerating HPC workflows by 100x.