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Test Analytics Without Decisions Is Just Reporting by Ujjwal Kumar
Most test analytics efforts work backwards. Teams measure what is easy—pass rates, coverage, execution time—and hope the data leads to better decisions. The problem is not a lack of data, but analytics disconnected from decisions. Three Key Takeaways: • Common ways test analytics fail to support real testing decisions • A practical, three-step decision-first approach to designing test metrics • Real examples of minimal analytics that inform release readiness
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