01Automated reproduction of flaky tests using burn-in runs and parallel workers
02Strict verification protocols requiring consecutive pass rates to ensure stability
03In-depth trace and screenshot analysis to pinpoint exact failure points in complex E2E flows
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05Implementation of Playwright best practices like web-first assertions and proper async handling
06Systematic categorization of failures into Timing, Isolation, Environment, or Infrastructure