Course Outline
AI Applications in Requirements and Planning
- Leveraging NLP and LLMs for in-depth requirement analysis
- Transforming stakeholder feedback into epics and user stories
- Utilizing AI tools for refining stories and creating acceptance criteria
AI-Augmented Design and Architecture
- Modeling system components and their dependencies with AI assistance
- Generating architecture diagrams and UML structure suggestions
- Validating designs through prompt-based system reasoning techniques
AI-Optimized Development Workflows
- AI-assisted code generation and boilerplate code scaffolding
- Improving code refactoring and performance via LLMs
- Embedding AI assistants into IDEs (e.g., Copilot, Tabnine, CodeWhisperer)
Testing Strategies with AI
- Creating unit and integration tests using AI models
- Supporting regression analysis and test maintenance with AI
- Generating exploratory and boundary test cases with AI tools
Documentation, Code Review, and Knowledge Management
- Automatically generating documentation from codebases and APIs
- Streamlining code reviews using AI prompts and automated checklists
- Building knowledge bases and FAQs using conversational AI interfaces
AI in CI/CD and Deployment Automation
- Optimizing pipelines and applying risk-based testing through AI
- Providing intelligent suggestions for canary releases and rollbacks
- Utilizing AI for deployment verification and post-deployment analysis
Governance, Ethics, and Strategic Implementation
- Promoting responsible AI usage and mitigating bias in generated code
- Maintaining audit trails and compliance in AI-assisted processes
- Developing a roadmap for the phased adoption of AI across the SDLC
Key Takeaways and Future Directions
Requirements
- A solid grasp of fundamental software development lifecycle concepts
- Hands-on experience in software architecture or leading development teams
- Knowledge of DevOps, agile methodologies, or SDLC-related tooling
Target 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 3200 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (1)
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
