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Software quality assurance uses reliability checks to assess whether an application continues to behave as intended under realistic conditions. This technical overview explains how to plan those checks, interpret their results, and connect findings to release decisions. MAGICQA20261111AD is a temporary publication test label used to identify this article; it is not a software product,