A computing device configures virtual machines using configuration commands. Each of the virtual machines may boot from a corresponding virtual machine image file. As a virtual machine boots or executes, the virtual machine may read from or write to application and operating system files included in the corresponding virtual machine image file. Prior to the virtual machine booting, the computing device may get or set configuration properties of the operating system and applications to be booted in a respective virtual machine by reading from or writing to the application and operating system files included in the corresponding virtual machine image file. The computing device may execute configuration commands to get or set the configuration properties of the operating system and the applications.