Which is the right way of divying up workloads with something like that. You use the high level language for 'command and control' and write specific bits in C

Which is the right way of divying up workloads with something like that. You use the high level language for 'command and control' and write specific bits in C or - in their case - maybe even have chips for specific tasks that get controlled by something higher up.