Caspases are key players in various cellular processes, such as apoptosis, proliferation and differentiation, and in pathological conditions including cancer and inflammation. Although caspases preferentially cleave C-terminal of aspartic acid residues, their action is restricted generally to one or a few sites per protein substrate. Caspase-specific substrate recognition appears to be determined by the substrate sequences adjacent to the scissile bond. Knowledge of these substrates and the generated fragments is crucial for a thorough understanding of the functional implications of caspase-mediated proteolysis. In addition, insight into the cleavage specificity might assist in designing inhibitors that target disease-related caspase activities. Here, we critically review recently published procedures used to generate a proteome-wide view of caspase substrates.