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AI-Powered Playwright

Designing Intelligent Enterprise Test Automation Platforms with Predictive Analytics, CI/CD Integration, and Responsible AI Governance.

🚀 The Future of Test Automation Is Intelligent.

Traditional automation frameworks are no longer enough.

Modern enterprises demand:

  • Predictive regression intelligence
  • AI-powered failure analysis
  • Risk-based execution strategies
  • CI/CD cost optimization
  • Governance-aware AI integration

This book goes beyond scripts and frameworks.

It teaches you how to design an AI-augmented enterprise automation platform using Playwright.

Inside this book, you will learn how to:

✔ Architect scalable Playwright frameworks ✔ Integrate AI for failure analysis and test generation ✔ Implement embedding-based failure clustering ✔ Build synthetic test data engines ✔ Design AI locator healing advisory systems ✔ Implement predictive regression scoring ✔ Detect anomalies before production impact ✔ Enforce governance and compliance controls ✔ Scale automation across enterprise teams ✔ Position yourself as an AI Automation Architect

This is not a beginner guide.

This is an architect-level blueprint for building intelligent quality systems.

Whether you are a Senior SDET, QA Lead, Automation Architect, or DevOps Engineer — this book provides the roadmap to transform automation into a strategic business capability.

The future of QA is predictive, governed, and AI-augmented.

Are you ready to design it?

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About

About

About the Book

🚀 The Future of Test Automation Is Intelligent.

Traditional automation frameworks are no longer enough.

Modern enterprises demand:

  • Predictive regression intelligence
  • AI-powered failure analysis
  • Risk-based execution strategies
  • CI/CD cost optimization
  • Governance-aware AI integration

This book goes beyond scripts and frameworks.

It teaches you how to design an AI-augmented enterprise automation platform using Playwright.

Inside this book, you will learn how to:

✔ Architect scalable Playwright frameworks
✔ Integrate AI for failure analysis and test generation
✔ Implement embedding-based failure clustering
✔ Build synthetic test data engines
✔ Design AI locator healing advisory systems
✔ Implement predictive regression scoring
✔ Detect anomalies before production impact
✔ Enforce governance and compliance controls
✔ Scale automation across enterprise teams
✔ Position yourself as an AI Automation Architect

This is not a beginner guide.

This is an architect-level blueprint for building intelligent quality systems.

Whether you are a Senior SDET, QA Lead, Automation Architect, or DevOps Engineer — this book provides the roadmap to transform automation into a strategic business capability.

The future of QA is predictive, governed, and AI-augmented.

Are you ready to design it?

Author

About the Author

Priyanka Bhopale

I am an automation testing enthusiast and software quality professional with more than 9.5 years of experience in the QA domain. I has extensive experience in manual testing and is passionate about modern test automation technologies including Playwright, JavaScript, and TypeScript.

I am actively shares knowledge through technical writing and aims to help software testers and developers learn automation frameworks, improve testing practices, and advance their careers in software quality engineering.

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