Bldsmth is absolutely correct, and letting a new system tune itself is important. Additionally, I would agree that this would be the most common cause of an instability in a brand new system.
However, I would like to expound on what he has said. Not owning a Rampmaster controller I cannot give direct input on its method of control, or whether it continuously will self tune. However, there are many folks here that are using aftermarket controllers such as Fuji, Auberins, Omron, Eurotherm, Fujitsu, Watlow, etc.to control their homemade furnaces and forges. Most of these controllers will not automatically tune themselves, you must use their "auto-tune" function. It is at this point that the "fuzzy logic" takes over and sets the "PID" values to what it computes will best serve the particular situation. If, however, you change your set point by a very large amount, the system can become unstable again and require a new autotune. Secondly, the auto tune PID values are not always ideal, and you may still have either a controller that will overshoot or have oscillation. At this point you will have to manually over-ride and set the PID values.
Best,
Steve