This paper suggests the deployment of a unique mathematical tool for assessing the thermoacoustic instability (TAI) in a Rijke tube and to propose an analytical design strategy for its feedback control. A widely accepted characteristic of TAI is its time-delayed dynamics which originates from the regenerative acoustic coupling terms. Linear systems theory has also evolved on similar classes of problems especially in recent years. This document offers a bridge between the two veins of research. We first review the analytical model of the TAI phenomenon which renders a set of delayed differential equations. Then, we apply a new mathematical tool, called the Cluster Treatment of Characteristic Roots (CTCR) paradigm on this dynamics. CTCR provides non-conservative and exhaustive stability predictions for this class of systems. This capability is employed for both uncontrolled and feedback-controlled Rijke tube structures. The findings are unique from two angles: (i) stability declarations are made in the parametric space of the system such as geometric dimensions (much differently from the peer studies which are at best point-wise evaluations), and (ii) these declared sets of stable operating parameters are exhaustive (i.e., for a given system no other parametric selection can provide stability). These capabilities become crucial when designing combustors as well as determining their operating conditions. As a highlight contribution in this paper, for those operating conditions which induce instability, we offer a methodology to synthesize a feedback control law that can recover stability, again utilizing the CTCR paradigm. Example case studies and analytical justifications of these novelties are provided.