Assuming that you use some sort of ceramic fiber for insulation, covered by Plistix or ITC100, you'll have a very serviceable forge, but the firebrick will protect the bottom (a) from physical trauma (ceramic fiber is not all that tough) and ( if you intend to do any forge welding, the borax eats through the ceramic fiber with gusto, which means that you'll need to do some repairs.
My propane forge is made from soft firebrick (the insulating type) and has a thin super-duty firebrick (the hard type) on the floor, which takes the beating from the direct blast from the burner.
Lots of fun!