Another trick is to put the thermocouple in a piece of 1/4 or 1/2" stainless pipe as a thermocouple well. The pipe heats up and the thermocouple (inside the pipe) is not exposed to the flames. Since the metal heats up similar to the way a blade will,it reads the forge temp, not the flame temp. You can add a well when making your forge or add one later. You can even just lay it in the forge bottom. This works especially well with metal clad (jacketed)thermocouples.
Stacy