Kubernetes 1.34 “Nova” brings AI-aware scheduling, WASM runtime integration, CRI v2, unified observability, and stronger security for edge and data workloads.
Adaptive Defense Agent (ADA) is an Automated Moving Target Defense system that enhances the security of AI workloads by continuously rotating them at the infrastructure level, leveraging Kubernetes' ephemeral nature to disrupt potential attack vectors.
Kubeflow 1.10 delivers significant enhancements to the machine learning platform, with improved MLOps capabilities, better model serving, enhanced training workflows, and production-ready features for enterprise ML deployments.
K8sGPT leverages generative AI to diagnose and triage Kubernetes issues, providing plain-English explanations and actionable insights for cluster problems.
Kubeflow 1.9 delivers improved ML workflow capabilities, enhanced model serving, better integration, and expanded features for machine learning on Kubernetes.
KAITO streamlines the deployment of large language models on Kubernetes, reducing setup time from days to minutes with automated GPU provisioning and containerized model management.
Kubeflow 1.8 delivers pipeline improvements, model serving enhancements, and better MLOps integration for machine learning workloads.