Regression testing alone is insufficient and suffers from fatigue over time as bugs are fixed but new runs provide little additional information. To improve test coverage and effectiveness, complementary techniques should be combined, such as combining automation with risk-based equivalence analysis. The coverage achieved by combining techniques can exceed the sum of using each technique individually. When adopting new techniques, organizations should determine their current test approach and weaknesses, identify a practical and risk-focused additional technique to address shortcomings, and apply the new technique until proficiency is achieved through iteration.