I’m another coder who can’t draw for toffee. (For non-native English speakers, this means “not very well” :)).
I think the realism of the graphics is the biggest stumbling block between what new indie devs want to make, and are capable of making. The gameplay elements are the easiest thing to build in the engine, the art, not so much. 