Engineered FePd nanocrystals with spiky morphology enhanced autophagy and ferroptosis in cancer cells. These nanocrystals also promoted immune activation, improving the efficacy of anti‐PD‐L1 immunotherapy. Here, CD274 is linked to cancer.