Source code is the fundamental component of software development, as it was historically shared to foster collaboration [1] and remains the primary mechanism through which developers modify, extend, and integrate software [2]. Furthermore, open-source licenses explicitly govern the usage and sharing of source code to facilitate transparency and collaborative practices within the software development lifecycle [3].