Computer science educators face challenges such as increasing class sizes and limited resources, prompting a search for automated solutions to streamline coursework and reduce administrative tasks. At the Special Interest Group on Computer Science Education (SIGCSE), sessions highlighted tools and strategies for automation, such as those implemented by Dr. Dan Wallach at Rice University, who adopted GitHub Classroom to prevent server overloads and manage assignments for his 200-level course. Dr. Paul Salvador Inventado at California State University Fullerton integrates unit-testing frameworks with Classroom to handle large student numbers efficiently. Additionally, Harvard's CS50 course has developed GitHub-based tools like check50, submit50, and CS50 Lab to facilitate program testing, submission, and lesson creation for a massive student base. These tools, paired with GitHub Team, which is free for faculty, offer educators control over coursework management, access to students' code, and integration benefits, enhancing the scalability and efficiency of computer science courses.