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The AI SRE revolution is here, but GPU infrastructure remains the critical bottleneck. Saiyam Pathak, Head of Developer Relations at vCluster, breaks down why inferencing optimization and dynamic resource allocation in Kubernetes 1.34 are reshaping how AI agents scale. From AI farms to KV caching strategies, discover where the real innovation is happening in AI infrastructure — and why vCluster's position at the infrastructure layer makes all the difference for teams building production AI systems. Company: https://www.vcluster.com/ Read the full story at www.tfir.io #AIInfrastructure #Kubernetes #GPU #AISRE #vCluster #DynamicResourceAllocation #MLOps #CloudNative #AIAgents #InferencingOptimization