The realm of code optimization continuously seeks innovative approaches to enhance speed while minimizing overhead. In this context, BCLUP emerges as a novel framework designed to streamline the refinement process for compact code. BCLUP leverages a sophisticated strategy that meticulously scrutinizes code structures, identifying opportunities for