Get in Touch
 Duration 14 hours

Course Outline

Foundations of AI in Software Testing

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

Leveraging 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-Driven Exploratory and Edge Case Testing

  • Detecting untested branches or conditions with AI assistance
  • Simulating rare or abnormal user scenarios
  • Risk-based strategies for test generation

Automated UI and Regression Testing

  • Utilizing AI tools like Testim or mabl for UI test development
  • Ensuring UI test stability via 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
  • Mitigating flaky test runs and reducing alert fatigue
  • Prioritizing test execution based on historical data insights

Integration with CI/CD Pipelines

  • Embedding AI test generation into Jenkins, GitHub Actions, or GitLab CI
  • Validating test quality during the pull request process
  • Implementing automation rollbacks and smart test gating within pipelines

Future Trends and Responsible AI Application in QA

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

Wrap-Up and Future Directions

Requirements

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

Target Audience

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

Number of participants


Price per participant

Testimonials (1)

Upcoming Courses

Related Categories