Use AI coding assistants and agents (Claude Code, GitHub Copilot, Cursor, Playwright's planner/generator/healer agents) to generate test plans, test cases, page objects, and test data from requirements, Jira stories, and PR diffs. Hands-on, day-to-day use of AI coding tools (Claude Code, GitHub Copilot, or Cursor) to write, refactor, and debug test code, with the discipline to validate and correct AI-generated output.