Immunotherapy has changed the treatment paradigm for patients with cancer, but patient selection, response assessment and treatment duration require further refinement. A recent study reports that the kinetics of circulating tumor DNA reflect response and resistance to immunotherapy treatment across multiple cancer types and could be used to tailor treatment.