Our research aims to help distributed and interdisciplinary software and design teams collaborate more efficiently and build high-quality systems. We focus on modern open-source collaboration models, such as fork-based development, and on interdisciplinary settings for building AI-enabled and domain-specific software, including scientific computing. We also extend software engineering best practices to support collaborative CAD design.