During November 2024, work centered on establishing foundational data scaffolding for onboarding within the Automation_Course_2025A repository. The primary contribution involved creating an initial data artifact, group2.txt, under the Students directory to support future automation and course management tasks. This effort did not require modifications to existing code or bug fixes, focusing instead on structured file organization and repository hygiene. The process leveraged Git for version control and standard file management practices, ensuring that the repository remains organized and ready for subsequent development. No programming languages were directly utilized, as the work was limited to data and repository structuring.