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Explore practical strategies for building more effective AI coding assistants that work seamlessly in production environments through this AWS re:Invent 2025 conference talk. Discover how to overcome the "blindfolded coding agent" challenge where AI generates impressive code that fails to integrate with existing workflows and systems. Learn from the Agentic AI ProServe Experience team as they demonstrate live coding sessions using Amazon Q and Kiro, showing how to organize knowledge for maximum effectiveness through foundational principles, systematic workflows, automated quality gates, and real-time data access. Watch the construction of knowledge artifacts in real-time while incorporating lessons learned from actual customer scenarios, providing actionable insights for implementing smarter AI coding solutions that bridge the gap between impressive code generation and successful production deployments.
