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Software reliability measures a system's ability to perform without failure under specified conditions for a specified period. Automated testing improves reliability by enabling consistent regression testing, continuous integration validation, and performance benchmarking—reducing production incidents by 40-60% and improving mean time between failures (MTBF) by 3-5x.