Business

CNCF Annual Cloud Native Survey 2025: Kubernetes Is Becoming the Default AI Runtime – But “AI Platform Readiness” Is the Real Differentiator

A familiar pattern is playing out again. A decade ago, the big shift wasn’t “containers” themselves—it was everything that had to solidify around them: repeatable delivery, production operations, observability, and guardrails that made change safe, i.e. making everything container-native. Many of us at Nirmata lived…

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NVIDIA AI Platforms

How Kyverno Strengthens Security, Compliance, and Reliability Across NVIDIA AI Platforms

What is Kyverno and Why Does NVDIA Use it for GPU Management? Kyverno is a Kubernetes-native policy engine that NVIDIA embeds directly into its AI platform stack—including DGX Cloud, Mission Control, and NeMo microservices—to enforce security, compliance, and operational stability for GPU workloads. Created by…

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Platform Engineering's New Superpower Capturing Specialized Knowledge with Anthropic SKILLs

Platform Engineering’s New Superpower – Capturing Specialized Knowledge with Anthropic SKILLs

Platform engineers face an impossible challenge: mastering dozens of specialized systems without a team of dedicated experts.  Modern platform teams must manage: Kubernetes orchestration and configuration Database performance optimization (MongoDB, PostgreSQL, etc.) Cloud infrastructure across AWS, Azure, and GCP Security policy enforcement with tools like…

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