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 Duration 14 hours

Course Outline

AI in the Requirements and Planning Phase

  • Applying NLP and LLMs for detailed requirement analysis
  • Translating stakeholder input into epics and user stories
  • Employing AI tools for story refinement and creating acceptance criteria

AI-Enhanced Design and Architecture

  • Leveraging AI to model system components and dependencies
  • Creating architecture diagrams and UML suggestions using AI
  • Validating designs through prompt-based system reasoning

AI-Boosted Development Workflows

  • Assisting with code generation and boilerplate scaffolding using AI
  • Refactoring code and enhancing performance with LLMs
  • Integrating AI tools into IDEs (e.g., Copilot, Tabnine, CodeWhisperer)

Testing with AI

  • Generating unit and integration tests via AI models
  • Supporting regression analysis and test maintenance with AI
  • Creating exploratory and boundary test cases using AI

Documentation, Review, and Knowledge Sharing

  • Generating documentation automatically from code and APIs
  • Automating code reviews using AI prompts and checklists
  • Building knowledge bases and FAQs with conversational AI

AI in CI/CD and Deployment Automation

  • Optimising pipelines and conducting risk-based testing with AI
  • Providing intelligent canary release and rollback recommendations
  • Utilising AI for deployment verification and post-deploy analysis

Governance, Ethics, and Implementation Strategy

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

Summary and Next Steps

Requirements

  • A solid grasp of software development lifecycle concepts
  • Background in software architecture or team leadership
  • Familiarity with DevOps, agile methodologies, or SDLC tooling

Target Audience

  • Software architects
  • Development leads
  • Engineering managers

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Provisional Upcoming Courses (Require 5+ participants)

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