SPIN Unprocessed October 20, 2026 ai_technology technology
Presentation: Beyond the Prototype: Scaling Framework Agnostic AI Agent Infrastructure with Ray
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The speakers discuss transitioning AI agents from local FastAPI prototypes to resilient production systems on Kubernetes using Ray. They share operational insights on RayCluster topology, stateful memory handling, auto-scaling on dynamic traffic, and robust control plane designs, while highlighting critical guardrails, multi-region setups, and LLM-as-a-judge evaluation pipelines. By Deepak Mohanakumar Chandramouli, Bhumik Vinodkumar Thakkar
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