The burgeoning popularity of Instagram Short Videos has spurred a significant focus in methods for boosting play counts, and a recent wave of codebase repositories presenting automated view solutions has drawn considerable scrutiny. This analysis of several such repositories reveals a mixed landscape. While some implementations appear relatively ru