.... what the others have said so far: ditto.

Definitely think of a vapor barrier (Tyvek or equivalent) while you
have the siding off. Also, if you live in a climate where it gets cold
for any part of the year, consider adding some polyisocyanurate
insulating foam board before you put up the new siding.