21.4Migration Paths

From Selenium to AI-Assisted

Phase 1: Add Playwright CLI + skill alongside Selenium
Phase 2: New tests go agent-driven (specs/ + generator)
Phase 3: Convert high-maintenance Selenium tests as they break
Phase 4: Decommission old tests as they're replaced

From Playwright (traditional) to AI-Assisted

Phase 1: npx playwright init-agents — scaffold for your agent runtime
Phase 2: Planner drafts specs for existing critical journeys
Phase 3: Generator produces agent-maintained tests; healer handles CI failures
Phase 4: Humans review plans and healer patches, not selectors

From Manual QA to AI-Assisted

Phase 1: QA writes test plans in Markdown (natural language, specs/)
Phase 2: Generator turns plans into executable tests
Phase 3: Planner proposes new scenarios from app exploration
Phase 4: Continuous agent-driven QA with human review gates