level 13 / ai-test-automation
AI in Test Automation
MCP, agentic testing, Playwright MCP, self-healing tests, LLM test generation.
AI in Testing: The Landscape
Survey the AI-assisted testing ecosystem — from test generation to self-healing selectors.
MCP Fundamentals
Understand the Model Context Protocol — how LLMs communicate with tools and external systems.
Playwright MCP
Use the official Playwright MCP server to give AI agents direct browser control for test generation and debugging.
Agentic Testing
Use AI agents — Claude Code, OpenAI Agents SDK, Cursor — to autonomously write, run, and fix tests.
Self-Healing Tests & AI Generation
Auto-fix broken selectors with Healenium, generate tests with LLMs, and build a sustainable AI-assisted test maintenance workflow.