Why an AI conformance program

Janet Kuo, Staff Software Engineer at Google, explains the new Kubernetes AI Conformance program.

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• KubeCon North America 2025

• Kubernetes AI Conformance program

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• Helm4

• Google Cloud Achieves Massive Kubernetes Scale with 130,000-Node GKE Cluster

• Azure Kubernetes Service (AKS) AI Conformance

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• AKS Automatic managed system node pools

• Amazon EKS Introduces New Managed Kubernetes Capabilities for Workload Orchestration

• KubeCon NA 2025 Retrospective: Closed- And Open-Source Battle For The AI-Native Cloud

• CNCF Launches Certified Kubernetes AI Conformance Program

• Agentic AI Foundation (AAIF) Established to Standardize Agent Collaboration

• KServe Joins CNCF as a Sandbox Project

• OpenFGA accepted as CNCF Incubating Project

• Lima accepted as CNCF Incubation Project

• Lima v2.0 Released with Secure AI Workflows

• KubeCon Cloud Native Con Europe 2026

• Kubernetes Software Conformance program

• kubectl

• Dynamic Resource Allocation (DRA) API

• Kubernetes WG AI Conformance

• Kubernetes SIG Architecture

• Kubernetes SIG Testing