End-to-End Agentic AI QA Workflow with AI Agents, MCP & Playwright | Build an Autonomous QA Engineer

🎯 What You Will Learn In this hands-on tutorial you will learn how to: ✔ Read User Stories automatically ✔ Generate AI-powered Test Plans ✔ Perform Exploratory Testing using Playwright MCP ✔ Auto-generate Playwright Automation Scripts ✔ Execute tests and auto-heal failures ✔ Generate complete test reports ✔ Commit all artifacts to GitHub automatically 🧠 AI Agents Used in This Workflow This Agentic QA pipeline uses the following agents: • Test Planner Agent – Generates test scenarios from requirements • Test Generator Agent – Converts test plans into Playwright scripts • Test Healer Agent – Fixes failing tests automatically 🧰 Tools & Technologies Used • Playwright Test Automation • Playwright MCP Server • GitHub MCP Server • AI Agents for QA Automation • Node.js • JavaScript Test Scripts 🔄 End-to-End Workflow Covered User Story ⬇ AI Test Plan Generation ⬇ Exploratory Testing via MCP ⬇ Automation Script Generation ⬇ Test Execution & Healing ⬇ AI Generated Test Report ⬇ Commit Everything to GitHub 👨‍💻 GitHub Repository Project repository used in this tutorial: https://github.com/ravikaanthe/AgentE2EQAWorkflow-Playwright #MCP #ModelContextProtocol #FastMCP #PythonMCPSDK #BuildYourOwnMCP #AIAgents #AITestAutomation #TestAutomation #QAAutomation #ClaudeAI #VSCodeAI #AutomationEngineering #AgenticAI #PlaywrightMCP #AIDrivenTesting #TestAutomation #GitHubCopilot #NaturalLanguageTesting #AIinTesting #PlaywrightAutomation #ModelContextProtocol #LLM #AgentAutomation #TestOps #AutomationTesting #GenerativeAI #AIforQA #NoCodeTesting #CopilotX #PromptEngineering #Playwright #MCP #AITestAutomation #ZeroCodeTesting #GitHubCopilot #NaturalLanguageTesting #AIinQA #AutomationFramework #SoftwareTesting #qacommunity ________________________________________________________________________ Playlist: AI-Based Test Automation using Agents, Agentic AI & MCP Servers https://www.youtube.com/playlist?list=PLkLerKPSoQ_PtE7tQ3hlXJqBDsUWYgZFq Playlist: Generative AI Based Test Automation to