The hot shot oven was used to heat cannonballs red hot to set fire to attacking wooden vessels.
Georgia Historical Commission 1964
Plaque courtesy Lat34North.com.
Original page, with additional info, here.
Photo credit: Byron Hooks of Lat34North.com.