We discuss a technical approach, based on the method of regularized extremal shift (RES), intended to help solve problems of stable control of uncertain dynamical systems. Our goal is to demonstrate the essence and abilities of the RES technique; for this purpose we construct feedback controller for approximate tracking a prescribed trajectory of an inaccurately observed system described by a parabolic equation. The controller is “resource-saving” in a sense that control resource spent for approximate tracking do not exceed those needed for tracking in an “ideal” situation where the current values of the input disturbance are fully observable.