Design test strategy by system type rather than coverage percentage: test pyramids, contract tests, property-based and fuzz testing, failure injection, race and snapshot testing, and compatibility suites. Use to identify untested production-breaking behavior and define quality gates. For release gating and versioning decisions use release-guardian.