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Course Outline
Foundations of AI-Driven Test Engineering
- Modern testing challenges and the role of AI
- Generative testing principles and terminology
- Machine learning models used in automated test creation
Transforming Requirements and Code into AI-Generated Tests
- Extracting intent from requirements and user stories
- Using language models to generate structured test cases
- Ensuring determinism and reproducibility in AI-generated tests
Automated Unit Test Generation
- Producing unit tests from source code context
- Generating input permutations and edge cases
- Integrating generated tests with common unit testing frameworks
AI-Assisted Integration and End-to-End Test Creation
- Mapping system behavior to test flows
- Creating integration paths using AI-driven analysis
- Balancing human oversight with automated generation
Coverage Prediction and Risk Modeling
- Using ML models to identify under-tested code regions
- Predicting high-risk areas based on historical failures
- Prioritizing tests using coverage and risk predictions
Applying AI-Based Test Intelligence in CI/CD
- Embedding AI analysis steps into pipelines
- Triggering dynamic test selection based on risk scores
- Maintaining a feedback loop for continuously improved predictions
Validation, Governance, and Quality Assurance
- Evaluating the reliability of AI-generated tests
- Managing bias and avoiding false positives
- Establishing guardrails for production use
Scaling AI-Powered Test Generation Across Teams
- Adoption strategies for QA and DevOps organizations
- Standardizing workflows and documentation
- Driving continuous improvement with metrics and insights
Summary and Next Steps
Requirements
- An understanding of software testing methodologies
- Experience with automated testing frameworks
- Familiarity with programming concepts and CI/CD pipelines
Audience
- QA engineers
- SDETs
- DevOps teams with testing responsibilities
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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