A novel smart agent is engineered by coating a tumor microenvironment responsive ZIF‐8 on the novel recombinant humanized PD‐L1/CTLA‐4 bispecific single‐domain antibody‐Fc fusion protein to overcome the higher costs and greater side effects of single‐agent immunotherapies. Here, CTLA4 is linked to neoplasm.