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Course Outline
AI in the Requirements and Planning Phase for Government
- Utilizing Natural Language Processing (NLP) and Large Language Models (LLMs) for requirement analysis
- Transforming stakeholder input into epics and user stories
- Employing AI tools for story refinement and the generation of acceptance criteria
AI-Augmented Design and Architecture
- Leveraging AI to model system components and dependencies
- Generating architecture diagrams and UML suggestions
- Validating design through prompt-based system reasoning
AI-Enhanced Development Workflows for Government
- AI-assisted code generation and boilerplate scaffolding
- Code refactoring and performance enhancements using LLMs
- Integrating AI tools into Integrated Development Environments (IDEs), such as Copilot, Tabnine, and CodeWhisperer
Testing with AI for Government
- 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 for Government
- 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 for Government
- AI-enhanced pipeline optimization and risk-based testing
- Intelligent canary release and rollback recommendations
- AI in deployment verification and post-deploy analysis
Governance, Ethics, and Implementation Strategy for Government
- Ensuring responsible AI use and avoiding bias in generated code
- Auditing and compliance in AI-assisted workflows
- Developing a roadmap for phased AI adoption across the Software Development Life Cycle (SDLC)
Summary and Next Steps for Government
Requirements
- A comprehensive understanding of software development lifecycle concepts for government
- Experience in software architecture or team leadership within public sector environments
- Familiarity with DevOps, agile practices, and SDLC tooling used in government agencies
Audience
- Software architects for government
- Development leads for government projects
- Engineering managers within public sector organizations
14 Hours
Testimonials (1)
Lecturer's knowledge in advanced usage of copilot & Sufficient and efficient practical session