AI-Powered Playwright: Test Agents, Claude Code & MCP

About this course

This course contains the use of artificial intelligence.

AI can generate Playwright tests quickly, but speed is not the same as trustworthy automation. This course shows QA engineers and test automation teams how to use AI agents to plan, generate, review, heal, and measure Playwright tests while keeping humans in control of test intent.

You will work with Playwright Test Agents, Claude Code, Playwright MCP, playwright-cli skills, accessibility snapshots, fixtures, page objects, traces, GitHub Actions, and practical guardrails. Instead of treating generated code as automatically correct, you will learn how to review AI plans for missing cases, invented behavior, weak assertions, brittle locators, unnecessary waits, and framework violations.

The course includes a complete QA Shop project with checkpoints, prompts, reference runs, answer keys, bug switches, and repeatable agent scenarios. You will see a planner turn requirements and app exploration into a test plan, a generator convert that plan into framework-native TypeScript tests, and a healer repair UI changes. You will also see the dangerous side of healing: assertion changes, expected-value edits, skips, and fixme annotations that can make a pipeline green while a real defect remains.

You will build review gates that separate safe locator and wait repairs from changes that require human approval. You will measure agent output using bug-injection scores, coverage, run-to-run variance, and a human-versus-agent scorecard. The final sections apply these ideas to failure triage, GitHub Actions, Claude project instructions, Copilot guidance, secrets, production-data boundaries, cost controls, and an end-to-end promo-code capstone.

By the end, you will have a practical AI test-automation playbook: agents can do the typing, but your team still owns requirements, assertions, release decisions, and quality.

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