Techniques are described that perform software testing using virtual machines on dedicated or underutilized available computing devices. One or more virtual machines are identified as being sufficient to perform a test and availability of the one or more virtual machines is determined. The test is then executed on the one or more virtual machines when resources are available, thereby reducing the time and risks involved in using non-dedicated devices for testing.