Immune checkpoint inhibitors work by releasing brakes on the immune system called checkpoints that normally limit anti-tumor immune responses. In clinical trials, checkpoint inhibitors have demonstrated the ability to induce long-lasting responses in a subset of patients with various cancers including melanoma. Combining checkpoint inhibitors with other immunotherapies, targeted therapies, or cell-based therapies may help generate anti-tumor immune responses in patients whose tumors do not respond to checkpoint inhibitors alone. Managing cancer in the era of checkpoint inhibitors will likely involve complex combinations of different treatment approaches.