Framework-neutral standards for end-to-end browser tests with Playwright or Cypress: role-based user-facing selectors, per-worker and per-test data isolation, network interception, web-first retrying assertions instead of fixed waits, a retry and sharding policy, flake triage to a root cause, and keeping the suite a thin layer of critical journeys.
