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