This article presents a comprehensive framework called Reliability Component Architecture (RCA²)—a system-level methodology that integrates failure physics, statistical life testing, and redundancy design. It demonstrates how to systematically identify failure modes, validate them through accelerated testing, eliminate their root causes, and, when necessary, redesign system architecture using parallel redundancy models such as active redundancy, standby redundancy, and k-out-of-n voting systems.