Since all your development is not aimed at the hardware platform, but at Dalvik (virtual machine), you should have no problems developing for Android on x86 in the same way as you do for mobile devices. I assume that you can find problems when you decide to do more complex things, for example, using the NDK, since there you are dealing with native code, but this is probably not a problem if you have experience with Linux programming.