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Learn how to build LLM-powered tools for database performance optimization in this conference talk from KubeCon + CloudNativeCon. Discover HubSpot's two-year journey developing AI-assisted solutions for their large Vitess installation running on Kubernetes, focusing on helping developers troubleshoot database performance issues independently. Explore practical implementations including slow query plan interpretation, self-scaling decision guidance, and the challenges encountered with RAG-based documentation search attempts. Gain insights into latency optimization techniques, chat and UI integration strategies, common prompt engineering pitfalls, and the critical infrastructure work required to make AI tools truly usable for database operations teams.
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