Using AI to Design World-Class NoSQL Data Models
Автор: Believe In Serverless
Загружено: 2025-10-08
Просмотров: 236
Designing NoSQL data models has long required deep expertise, intuition, and iteration. But what if AI could help you get there faster? In this session, Leeroy Hannigan, Sr. Specialist Solutions Architect at AWS, takes you inside the development of the DynamoDB MCP server that’s making it simpler than ever to build NoSQL data models.
Explore the challenges that inspired this project and the earlier approaches Leeroy's team tried (and pivoted from) along the way. Listen while he unpacks how the Model Context Protocol (MCP) became the foundation for the current design and demonstrates it live through a made-up application that showcases how AI can reason about schema structure, access patterns, and performance trade-offs.
Finally, discover how the team runs evaluations to continuously refine prompts and improve model accuracy, along with what’s next in the evolution of AI-assisted database design.
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