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Explore how to transform AI-generated code from basic outputs into production-ready AWS solutions through strategic context injection in this interactive conference talk from AWS re:Invent 2025. Watch live coding demonstrations that evolve generic "create an API" prompts into robust serverless architecture by incorporating business context, technical constraints, and AWS best practices. Discover why AI-generated code often fails in production due to missing context and learn actionable frameworks for prompt engineering that dramatically improve AI results. Understand how development teams are evolving from code reviewers to context architects, shifting their approach to leverage AI as a strategic AWS advantage rather than a development liability. Gain practical insights into quality gates and team dynamics that enable effective AI-assisted development, along with proven strategies for directing AI tools rather than fighting their outputs.
