Most of the best programmers I know don't even have github accounts because they're so busy writing great closed-source code during the day, and living interesting and varied nightlives that allow them to stay refresh and producing high quality code during the day.

I'm not saying you can't find great developers via github, just that you're limiting yourself to an extremely small pond, even if it seems big.