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Course Outline

Artificial Intelligence in the Requirements and Planning Phase

  • Employing NLP and LLMs for requirement analysis
  • Converting stakeholder input into epics and user stories
  • Utilizing AI tools for story refinement and generating acceptance criteria

AI-Augmented Design and Architecture

  • Using AI to model system components and dependencies
  • Generating architecture diagrams and receiving UML suggestions
  • Validating designs through prompt-based system reasoning

AI-Enhanced Development Workflows

  • AI-assisted code generation and boilerplate scaffolding
  • Leveraging LLMs for code refactoring and performance improvements
  • Integrating AI tools into Integrated Development Environments (IDEs), such as Copilot, Tabnine, and CodeWhisperer

Testing with AI

  • Generating unit and integration tests using AI models
  • AI-assisted regression analysis and test maintenance
  • Utilizing AI for exploratory testing and boundary case generation

Documentation, Review, and Knowledge Sharing

  • Automatically generating documentation from code and APIs
  • Automating code reviews using AI prompts and checklists
  • Creating knowledge bases and FAQs using conversational AI

AI in CI/CD and Deployment Automation

  • Optimizing pipelines with AI and implementing risk-based testing
  • Receiving intelligent suggestions for canary releases and rollbacks
  • Applying AI in deployment verification and post-deployment analysis

Governance, Ethics, and Implementation Strategy

  • Ensuring responsible AI usage and mitigating bias in generated code
  • Auditing and ensuring compliance within AI-assisted workflows
  • Developing a roadmap for the phased adoption of AI across the SDLC

Summary and Next Steps

Requirements

  • A solid understanding of software development lifecycle concepts
  • Experience in software architecture or team leadership roles
  • Familiarity with DevOps methodologies, agile practices, or SDLC tooling

Audience

  • Software architects
  • Development leads
  • Engineering managers
 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.
Investment

Price per private group, online live training, starting from 2600 € + VAT*

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