In this paper we present an approach for the model-based testing (MBT) and runtime monitoring of applications using the UML-RSDS language and AgileUML toolset. This approach uses class invariants and operation pre/post specifications to guide the choice of test cases, and synthesises monitoring code from temporal logic specifications of application behaviour. We give examples of the use of the techniques for mobile apps and financial systems.