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AI infrastructure

Stop Treating Your Models Like Microservices

Stop Treating Your Models Like Microservices

A few years ago, it felt like Kubernetes had become the universal answer to infrastructure problems. Teams wanted resiliency? Kubernetes. Faster deployments? Kubernetes. Scalability? Kubernetes again. Eventually, the industry stopped treating cloud-native ...
Swapneswar Sundar Ray | June 11, 2026 | AI infrastructure, cloud-native architecture, GPUs, kubernetes, observability
Azure Linux 4.0 Signals Microsoft’s Commitment to Open Source AI Infrastructure

Azure Linux 4.0 Signals Microsoft’s Commitment to Open Source AI Infrastructure

Microsoft is widening its Linux strategy as AI infrastructure drives Azure’s growth, announcing Azure Linux 4.0 alongside the general availability of Azure Container Linux at Open Source Summit North America 2026. For ...
James Maguire | May 19, 2026 | AI infrastructure, Azure Linux 4.0, linux, microsoft, open source
Pedal to Bare-Metal Kubernetes, Nutanix Forges NKP Metal 

Pedal to Bare-Metal Kubernetes, Nutanix Forges NKP Metal 

Nutanix extends its Cloud Platform to bare-metal infrastructure with NKP Metal. Learn how dual-native architecture simplifies Kubernetes for AI and edge workloads without sacrificing the Nutanix operating model ...
Adrian Bridgwater | April 8, 2026 | AI infrastructure, B-MK8S, bare-metal Kubernetes, Cloud Native AOS, container storage interface, Dual-Native Architecture, edge computing, GPU workloads, HCI, hybrid cloud, Kubernetes lifecycle management, Nutanix AHV, Nutanix AOS, Nutanix Kubernetes Platform, Nutanix NKP Metal
Docker, AI, GenAI, Kubernetes, docker, ai, cloud-native AI Carbon Relay

How AI is Transforming Cloud‑Native Operations

AI is transforming cloud-native operations with predictive scaling, AIOps and automation to improve performance, efficiency and resilience ...
Johnbosco Ejiofor | April 3, 2026 | AI infrastructure, AIOps, cloud native, kubernetes, MLOps
Istio Weaves ‘Future-Ready’ Service Mesh for AI 

Istio Weaves ‘Future-Ready’ Service Mesh for AI 

At KubeCon + CNC 2026, Istio unveils Ambient Multicluster and the Gateway API Inference Extension to simplify AI infrastructure. Learn how sidecar-less mesh and agentgateway secure agentic workloads and boost deployment velocity ...
Adrian Bridgwater | March 27, 2026 | agentgateway, AI infrastructure, AI Workloads, Ambient Multi-cluster, cloud native, cncf, data plane, Gateway API Inference Extension, generative AI, Istio, KubeCon 2026, kubernetes, microservices, Node Proxy, observability, platform engineering, service mesh, Sidecar-less Mesh, traffic management, Waypoint Proxy
kubernetes, network, logistics, security, Traefik Tigera container security Calico Red Hat Dynatrace

Google Extends Kubernetes Service to Safely Run Agentic AI Workloads

At KubeCon + CloudNativeCon North America 2025, Google unveiled major GKE upgrades — including an AI sandbox, inference gateway, pod snapshots, and 130,000-node clusters — to optimize and secure agentic AI workloads ...
Mike Vizard | November 13, 2025 | agentic AI, AI compute provisioning, AI infrastructure, AI security, AI Workloads, cloud native AI, GKE updates, Google AI platform, Google Cloud, Google Kubernetes Engine, KubeCon 2025, Kubernetes AI, Kubernetes AI workloads, Kubernetes conference, pod snapshots
news

CNCF Adds Program to Standardize AI Workloads on Kubernetes Clusters

CNCF introduces the Certified Kubernetes AI Conformance Program to standardize AI and ML workload deployment, ensuring interoperability and sovereign cloud compliance ...
Mike Vizard | November 11, 2025 | AI deployment, AI infrastructure, AI on Kubernetes, AI portability, AI scalability, AI Workloads, Certified Kubernetes AI Conformance Program, cloud native AI, cloud-native ecosystem, CloudNativeCon, cncf, data science, hybrid cloud, IT operations, KubeCon 2025, kubernetes, Kubernetes certification, Kubernetes conformance, Kubernetes interoperability, Kubernetes standards, ML deployment, ML frameworks, ML workloads, sovereign cloud
microservices, opentelemetry, data, Grafana, OpenTelemetry Argo NeuVector Extends Red Hat OpenShift Availability

Why Agentic SREs Require Active Telemetry in Kubernetes

Discover how Active Telemetry enables Agentic SREs to move from reactive firefighting to autonomous diagnosis and proactive reliability in Kubernetes ...
Tucker Callaway | October 23, 2025 | Active Telemetry, Active Telemetry pipeline, Agentic SRE, AI infrastructure, AI observability, AI-driven SRE, autonomous diagnosis, autonomous operations, cloud native operations, context engineering, data context, intelligent observability, KubeCon 2025, Kubernetes reliability, MTTR reduction, operational autonomy, proactive remediation, root cause analysis, site reliability engineering, telemetry architecture
SRE, autoscaling, Tailscale, Kubernetes, argo cd, Kubernetes v1.33,  AI, Nelm, Kubernetes, architecture, , architecture, Rackspace, GPUs, Kubernetes, Solo.io Kubernetes cloud foundry keptn cloud-native automation

Why Traditional Kubernetes Security Falls Short for AI Workloads

AI workloads on Kubernetes bring new security risks. Learn five principles—zero trust, observability, and policy-as-code—to protect distributed AI pipelines ...
Ratan Tipirneni | October 22, 2025 | AI infrastructure, AI security, AI Workloads, cloud native AI, cloud native security, container security, data protection, DevSecOps, edge AI, GPU workloads, KubeCon 2025, kubernetes, Kubernetes observability, Kubernetes security, microsegmentation, multi-cluster security, policy as code, runtime protection, Spectro Cloud report, zero-trust
Fitting Square Kubernetes Into the Round AI-Native Apps

Fitting Square Kubernetes Into the Round AI-Native Apps

Kubernetes tamed cloud-native workloads, but AI-native apps push its limits. Can it evolve for GPU-first, data-intensive AI — or is it time for new control planes? ...
Alan Shimel | September 8, 2025 | AI control plane, AI infrastructure, AI pipelines Kubernetes, AI-native applications, cloud-native vs AI-native, container orchestration AI, distributed training orchestration, GPU scheduling, inference at scale, internal developer platforms, Kubeflow, KubeRay, kubernetes, Kubernetes AI workloads, Kubernetes future, Kubernetes limitations, Kubernetes vs AI, platform engineering, Ray on Kubernetes, Volcano scheduler

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Healthcare Innovation: AI in the Cloud
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AI in DevOps: An Enterprise Reality Check
21 July 2026
AI in DevOps: An Enterprise Reality Check
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
23 June 2026
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18 June 2026
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Building a Resilient Security Culture in the AI Era with AWS & Datadog
30 June 2026
Building a Resilient Security Culture in the AI Era with AWS & Datadog
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
23 June 2026
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
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How to Conduct AI-Native Bug Discovery & Triage

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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

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MOST READ

Red Hat Expands OpenShift Application Development Environment

May 14, 2026

Azure Linux 4.0 Signals Microsoft’s Commitment to Open Source AI Infrastructure

May 19, 2026

Red Hat Delivers On-Premises Cost Telemetry to Meet Data Sovereignty Demands

May 15, 2026

Cloud Native Is Becoming AI Native

May 18, 2026

Kubernetes Was the Easy Part

May 18, 2026

RECENT POSTS

Stop Treating Your Models Like Microservices
Cloud-Native Architecture Cloud-Native Development Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Stop Treating Your Models Like Microservices

June 11, 2026 Swapneswar Sundar Ray 0
How Cloud-Native Complexity is Outpacing Test Automation Strategy 
Cloud-Native Architecture Contributed Content Social - Facebook Social - LinkedIn Social - X Topics 

How Cloud-Native Complexity is Outpacing Test Automation Strategy 

June 11, 2026 Sophie Lane 0
Why Kubernetes Utilization Is Stuck Below 40%
Video Interviews 

Why Kubernetes Utilization Is Stuck Below 40%

June 10, 2026 Mike Vizard 0
Docker Networking in Production: What Most Teams Get Wrong
Cloud-Native Security Container Networking Contributed Content DevSecOps Social - Facebook Social - LinkedIn Social - X Uncategorized 

Docker Networking in Production: What Most Teams Get Wrong

June 10, 2026 Garima Agarwal 0
Komodor Brings Autonomous AI to SRE With Reliability-First Cloud Optimization
Cloud-Native Platforms Features News Social - Facebook Social - LinkedIn Social - X 

Komodor Brings Autonomous AI to SRE With Reliability-First Cloud Optimization

June 10, 2026 Adrian Bridgwater 0
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