The movement of the brew unit during the brewing process can cause some ground coffee to fall around it.
The type of beans used, the grinder setting, and the amount of coffee ground all affect the quantity.
Clean the interior of the coffee machine regularly to prevent mold, etc.
Check whether the amount of coffee is set too high.
