Results suggest that the structure‐based rational design led to biologically compelling HDAC6i PB118 with multiple mechanisms that clear Aβ deposits by upregulating phagocytosis, improve tubulin/microtubule network by enhancing acetyl α‐tubulin levels, regulate different cytokines and chemokines responsible for inflammation, and significantly reduce phospho‐tau (p‐tau) levels associated with AD. This evidence concerns the gene MAPT and Alzheimer disease.