>because I can develop code on my Macbook pro, and run that on a computer with a discrete GPU on a different operating system, and have a fair amount of confidence that it would work.

I'm not an OpenCL programmer by trade, but I have dabbled in it (Wrote an AES decrypter in OpenCL) and I have never found this proposition to be true.