DeepLearningAI
5/22/2026

AI Dev 26 x SF | Luke Kim: The Agent Data Stack—Why Every AI Agent Needs Its Own Data Stack
Short summary
AI agent architectures are shifting from centralized data platforms to distributed, sandboxed data stacks. Spice AI's Luke Kim explains the architectural patterns needed to give agents reliable, real-time data access. A 19-minute technical deep dive with live demo.
- •Architectural shift from centralized to distributed data infrastructure for AI agents
- •Agents need sandboxed, secure data stacks for reliability and real-time access
- •Live demo of practical patterns for implementing agent data architecture
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