AI Tools for Test Automation

🚀 HOW TO START THIS COURSE

Who Should Learn?

• Selenium / Automation Testers
• Manual Testers upgrading to Automation
• QA Engineers
• Test Architects & Leads

Prerequisites

• Basic Selenium / Test Automation knowledge
• Basic Java or JavaScript understanding
• Understanding of Test Cases & Frameworks

🤖 WHY AI IN TEST AUTOMATION?

• Reduce script maintenance
• Auto-heal broken locators
• Generate test cases automatically
• AI-assisted scripting
• Faster regression execution
• Higher productivity for testers

Module 1: Introduction to AI & GenAI for Testers

• What is AI, ML & GenAI?
• AI vs Traditional Automation
• How AI is changing QA roles
• Future of Test Automation

Module 2: AI-Assisted Test Case Design

• AI-based test case generation
• Requirement → Test case automation
• Test scenario optimization
• Risk-based test selection using AI

Module 3: ChatGPT & GenAI for Automation Engineers

• Generate Selenium scripts using ChatGPT
• Convert manual test cases to automation
• Generate XPath & CSS selectors
• Debug automation failures using AI
• Refactor automation frameworks

Prompt Example:
"Generate Selenium Java POM code for login page"

Module 4: AI Tools for Selenium Automation

• Self-healing locators
• AI-based element identification
• Smart waits & auto-retry
• Visual AI testing concepts

Tools Covered

• Healenium
• Testim (Concept)
• Mabl (Concept)
• Applitools (Visual AI)

Module 5: AI for API & Backend Testing

• AI-generated API test cases
• Payload & schema generation
• API failure analysis using AI
• REST Assured + AI usage

Module 6: AI-Driven Test Automation Frameworks

• AI-assisted framework design
• Auto-generation of Page Objects
• Test data creation using AI
• Dynamic test execution logic

Module 7: AI in Test Maintenance & Optimization

• Auto-fix failing scripts
• Flaky test detection
• Test execution optimization
• Smart regression selection

Module 8: AI in CI/CD Pipelines

• AI-based failure analysis in Jenkins
• Smart test execution in pipelines
• AI alerts & reporting
• Reducing pipeline execution time

Module 9: AI Tools Every Automation Tester Should Know

• ChatGPT / Copilot
• GitHub Copilot
• Postman AI
• Applitools
• Healenium
• Playwright AI tools (overview)

🚀 Real-Time AI Automation Project

• AI-assisted Selenium automation framework
• Self-healing locators
• AI-generated test cases
• CI/CD execution
• Failure analysis using AI

🏁 HOW THIS COURSE ENDS

• AI-enabled automation project
• Production-ready framework
• GitHub project portfolio
• Interview-ready AI knowledge
• Future-proof QA skillset

Final Outcome

• AI-Ready Automation Engineer
• Higher productivity & confidence
• Strong edge in interviews