The invention concerns the identification of protein kinase inhibitors that preferentially bind to the inactive conformation of a target protein kinase. The inhibitors are identified by locking the target protein kinase in an inactive conformation, and using a covalent tethering approach to identify inhibitors preferentially targeting the inactive conformation.