Embodiments relate to a system, program product, and method for validating a system under test (SUT). The method includes selecting one or more random biases for one or more properties of the one or more API requests. The method also includes transmitting the one or more API requests to the SUT, transmitting an API response from the SUT for each of the one or more API requests, and validating each API response.