Farida Shafik enhanced cross-system traceability within the praetorian-inc/tabularium repository by introducing a PlexTracPath field to the File struct, enabling reliable mapping of files to PlexTrac keys for seamless integration. She focused on backend development using Go, expanding the data model and aligning documentation to support future automation and reporting needs. Her work laid the groundwork for automated file mapping and traceability across platforms, addressing integration readiness rather than immediate bug fixes. The technical approach emphasized maintainable data structures and clear documentation, providing a solid foundation for upcoming features and improvements in cross-platform file tracking and workflow automation.