Course Outline
AI in the Requirements and Planning Phase
- Using NLP and LLMs for requirement analysis
- Converting stakeholder input into epics and user stories
- AI tools for story refinement and acceptance criteria generation
AI-Augmented Design and Architecture
- Using AI to model system components and dependencies
- Generating architecture diagrams and UML suggestions
- Design validation through prompt-based system reasoning
AI-Enhanced Development Workflows
- AI-assisted code generation and boilerplate scaffolding
- Code refactoring and performance improvements using LLMs
- Integrating AI tools into IDEs (e.g., Copilot, Tabnine, CodeWhisperer)
Testing with AI
- Generating unit and integration tests using AI models
- AI-assisted regression analysis and test maintenance
- Exploratory and boundary case generation with AI
Documentation, Review, and Knowledge Sharing
- Automatic documentation generation from code and APIs
- Code review automation using AI prompts and checklists
- Creating knowledge bases and FAQs using conversational AI
AI in CI/CD and Deployment Automation
- AI-enhanced pipeline optimization and risk-based testing
- Intelligent canary release and rollback suggestions
- AI in deployment verification and post-deploy analysis
Governance, Ethics, and Implementation Strategy
- Ensuring responsible AI use and avoiding bias in generated code
- Auditing and compliance in AI-assisted workflows
- Building a roadmap for phased AI adoption across SDLC
Summary and Next Steps
Requirements
- An understanding of software development lifecycle concepts
- Experience in software architecture or team leadership
- Familiarity with DevOps, agile practices, or SDLC tooling
Audience
- Software architects
- Development leads
- Engineering managers
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 2600 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (2)
That i gained a knowledge regarding streamlit library from python and for sure i'll try to use it to improve applications in my team which are made in R shiny
Michal Maj - XL Catlin Services SE (AXA XL)
Course - GitHub Copilot for Developers
Trainer able to adjust the course level during training to fit our understanding level on the topic, so that we could gain more useful knowledge that could further help us harness the tools in our daily works.
