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🎯 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 tool Playwright MCP + GitHub Copilot https://www.youtube.com/playlist?list=PLkLerKPSoQ_NL7ytXfS58bkvJBxGBygx9 Playlist: Generative AI based Test Automation Tool testRigor https://www.youtube.com/playlist?list=PLkLerKPSoQ_OR4w9DZrMdoY_KSjL9ggGg Playlist: Tosca Mobile Automation Tutorial: https://www.youtube.com/playlist?list=PLkLerKPSoQ_PGGFVuxDfRdjfY784BWKG9 My Katalon Automation Courses from Official Katalon Academy website: https://academy.katalon.com/instructor/ravikanth-edamakanti/ Playlist: Tosca Automation Real-Time scenarios to solve Obstacles https://www.youtube.com/playlist?list=PLkLerKPSoQ_Nwk0dN2oPEQuB2ojVI4QZx Playlist: Appium Mobile Automation: https://youtube.com/playlist?list=PLkLerKPSoQ_PxB4-UZXeL_1tEjZNsZquK&si=bVCBn00QhhJDteLt Paylist: Keysight Eggplant Automation Concepts https://www.youtube.com/playlist?list=PLkLerKPSoQ_MnhZfZIOhiToAao5DMo4LY Playlist: Tosca API Automation: https://www.youtube.com/playlist?list=PLkLerKPSoQ_M7boX_PyEdOnU3csOlCEIo Playlist: TRICENTIS Tosca SAP Automation: https://youtube.com/playlist?list=PLkLerKPSoQ_MANziGGlEgjIMnjGHlQGfi Playlist: TRICENTIS Tosca 16.0 Automation Tutorial: https://youtube.com/playlist?list=PLkLerKPSoQ_O81yaTjYoVG3MG98-wj1Sh Playlist: Postman Automation Tool concepts: https://youtube.com/playlist?list=PLkLerKPSoQ_PbkN7Yz1SDliR2bRb4o_7f Playlist: Katalon Automation Tool concepts: https://youtube.com/playlist?list=PLkLerKPSoQ_PEotwsKqL1WseMRzbbhoV- Playlist: Cypress Automation Tutorial: https://www.youtube.com/playlist?list=PLkLerKPSoQ_NeYm275ESoO6Cgo6TL-9sQ Playlist: Playwright Automation Tutorial: https://www.youtube.com/playlist?list=PLkLerKPSoQ_Of8TlhG3wGXNtrQ5cG-Ont Playlist: YouTube Videos on Tosca Automation Specialist Level 1 & 2 concepts: https://youtube.com/playlist?list=PLkLerKPSoQ_OSOLuC8rYGJ-hpvxU3I3v8 Playlist: YouTube Videos on Tosca Automation Engineer Level 1 concepts: https://youtube.com/playlist?list=PLkLerKPSoQ_PEFPOSmrKzQJJiVnIS4Qol Playlist: Azure DevOps Total 30+ Lessons https://www.youtube.com/playlist?list=PLkLerKPSoQ_M1kA_FzK1106ZsJdSZFIhp Playlist: TestProject Automation Tool Concepts: https://youtube.com/playlist?list=PLkLerKPSoQ_P8blmPzqaBVscRv9KQ0uHt