An apparatus having a memory and multiple processors coupled to the memory is disclosed. The memory may be configured to store middleware. One or more processors may be configured to (a) generate initial test vectors to test one or more software modules executed on the processors and (b) generate modified test vectors by translating the initial test vectors in the middleware to a format that matches multiple hardware dependencies of the processors and multiple software dependencies of multiple operating systems. The test vectors generally have another format that is independent of (a) the hardware dependencies of the processors and (b) the software dependencies of the operating systems executed by the processors. The processors may be configured to generate a plurality of test results by exercising the software modules with the modified test vectors.