We explore how genomes, genes, and proteins evolve across the tree of life. By developing cutting-edge computational methods and applying them to large-scale biodiversity genomics data, we uncover the evolutionary processes that shape biological diversity. Our work helps transform global genome sequencing efforts into meaningful biological insights.