Aggregate can be sand, gravel or a mixture of the two ... Also round over the top edge to match the existing step. Concrete stiffens quickly but it needs days to fully harden.
If you have potholes and grass in your gravel driveway, find out how to restore it with a heavy duty tool that can be rented ...