Therapy resistance limits the clinical success of tyrosine kinase inhibitors (TKIs) in ALK-positive non-small cell lung cancer. A study now proposes a framework to identify compound resistance mutations to the lorlatinib TKI and provides structure-based drug design approaches to overcome resistance mediated by ALK(G1202R) or ALK(I1171N/S/T).