Just for the record, it’s actually not that hard to use the standard keyboard mappings for the Configuration Manager dialog:
Alt+B, O, (Arrow keys or first letter, e.g. D(ebug) or R(elease)), Enter
The dialog box pops up fairly quickly, so this works for me.