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Building with AI-DLC using Amazon Q Developer

DevOps & Developer Productivity Blog



This article demonstrates how to build applications using AWS's AI-Driven Development Life Cycle (AI-DLC) methodology with Amazon Q Developer, using a River Crossing Puzzle web app as an example.

  • AI-DLC methodology assigns routine tasks to AI while maintaining human oversight for critical decisions
  • Workflow has three phases: Inception (planning), Construction (design/implementation), Operations (deployment/monitoring)
  • Adaptive workflow skips unnecessary stages for simple projects, maintains rigor for complex ones
  • Workspace Detection determines if project is greenfield or brownfield application
  • Requirements Analysis generates clarifying questions in multiple-choice format with open-ended options
  • Workflow Planning creates execution plan recommending which stages to execute or skip
  • Code Generation Planning breaks down process into explicit numbered steps before actual coding
  • Code Generation executes approved plan step-by-step with progress tracking and checkboxes
  • Build and Test stage creates comprehensive instructions for building, packaging, and testing
  • Human-in-the-loop behavior enforced throughout with user approvals at critical checkpoints
  • Complete audit trails maintained for traceability and transparency
  • AI-DLC workflow available as open-source on GitHub with Amazon Q Developer IDE plugin

AI-DLC balances AI automation with human oversight, enabling developers to leverage generative AI while maintaining control over architectural decisions and implementation approaches.



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