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 Duration 14 hours

Course Outline

Foundations of AI in Software Testing

  • Overview of AI capabilities within testing and QA domains
  • Categories of AI tools applied in contemporary test workflows
  • Advantages and potential risks associated with AI-driven quality engineering

Utilizing LLMs for Test Case Creation

  • Prompt engineering techniques for generating unit and functional tests
  • Developing parameterized and data-driven test templates
  • Translating user stories and requirements into executable test scripts

AI in Exploratory and Edge Case Testing

  • Detecting untested branches or conditions using AI analysis
  • Simulating rare or abnormal usage scenarios
  • Implementing risk-based test generation strategies

Automated UI and Regression Testing

  • Employing AI tools such as Testim or mabl for UI test generation
  • Ensuring UI test stability through self-healing selectors
  • Conducting AI-based regression impact analysis following code modifications

Failure Analysis and Test Optimization

  • Clustering test failures using LLM or ML models
  • Minimizing flaky test executions and alert fatigue
  • Prioritizing test runs based on historical performance insights

CI/CD Pipeline Integration

  • Embedding AI test generation into Jenkins, GitHub Actions, or GitLab CI
  • Validating test quality during pull request reviews
  • Implementing automation rollbacks and intelligent test gating in pipelines

Future Trends and Responsible AI Usage in QA

  • Assessing the accuracy and safety of AI-generated tests
  • Establishing governance and audit trails for AI-enhanced test processes
  • Emerging trends in AI-QA platforms and intelligent observability

Conclusion and Next Steps

Requirements

  • Practical experience in software testing, test planning, or QA automation
  • Working knowledge of testing frameworks such as JUnit, PyTest, or Selenium
  • Fundamental understanding of CI/CD pipelines and DevOps environments

Intended Audience

  • QA Engineers
  • Software Development Engineers in Test (SDETs)
  • Software testers operating within Agile or DevOps frameworks

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