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Tuesday, 4 August 2026 Reading Room

AI

Resilience Engineering for Java 26 AI Services on Kubernetes: A 2026 Production Handbook

Resilience Engineering for Java 26 AI Services on Kubernetes: A 2026 Production Handbook In 2026, the landscape of AI-powered Java applications has shifted from "experimental" to "mission-critical." As we transition from JDK 25 (LTS) to the early adoption of JDK 26 , the focus is no longer just on how to run inference, but how to ensure its resilience, observability, and cost-efficiency at scale…

dev.to ·

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Beyond the Hype: Deploying Java 26 AI Agents on Kubernetes 1.34 with GitOps

Beyond the Hype: Deploying Java 26 AI Agents on Kubernetes 1.34 with GitOps As we enter March 2026, the intersection of Java 26 , Kubernetes 1.34 , and Agentic AI has moved from experimental labs to…

  • Java 26 AI agents deployed on Kubernetes 1.34 using GitOps in March 2026
  • JEP 472 and JEP 530 updates enhance GPU interaction and reduce boxing overhead in AI workloads
  • Kubernetes 1.34's Dynamic Resource Allocation enables precise GPU management for Java pods

·dev.to

Java 26, Kubernetes 1.35, and the Rise of AI-Native Platform Engineering: A 2026 Strategy

Java 26, Kubernetes 1.35, and the Rise of AI-Native Platform Engineering: A 2026 Strategy As we move into 2026, the intersection of high-performance Java, AI-native infrastructure, and GitOps-driven…

  • Java 26 introduces zero-copy memory access and virtual threads for AI inference performance.
  • Kubernetes 1.35 enhances GPU/NPU support and adds startup latency monitoring.

·dev.to

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