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AI Infrastructure Is Breaking Cloud-Native Models | AppDevANGLE
April 8, 2026
In this AppDevANGLE conversation, Keerti Melkote of Anyscale joins Paul Nashawaty of theCUBE Research to examine why cloud-native frameworks strain under modern artificial intelligence, abbreviated AI, workloads. The discussion explores AI-native computing, Ray as a unifying compute engine, GPU orchestration, the PARK stack and how open-source community-driven approaches and new architectures enable developers to move models from experiment to scalable production.

Key takeaways include that AI workloads demand an AI-native stack to avoid siloed GPU p... Read more
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