This defines a fundamental diversification of physiological function among Hsp70 homologs and identifies a key regulatory J‐protein interclass network in metazoan organisms that enhances the protein quality machineries in stress, and during aggregate persistence relevant to degenerative diseases. Here, HSPA1A is linked to neurodegenerative disease.