Presentation: Beyond the Prototype: Scaling Framework Agnostic AI Agent Infrastructure with Ray
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Presentation on scaling AI agents with Ray on Kubernetes, directly matches interests
Summary
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