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Choose Testing Methodologies for Release

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Your question is Choose Testing Methodologies for Release. Take a moment with it on the right.

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Problem

Scenario

You're joining a team preparing a regulated software release, and you need to explain how you decide which testing methodologies to use so quality risks are covered without slowing delivery unnecessarily.

Question

What methodologies do you use for software testing, and how do you decide when to use approaches like manual testing, automated testing, regression testing, exploratory testing, and risk-based testing?