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

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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

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