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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
How Cloud-Native Complexity is Outpacing Test Automation Strategy 

How Cloud-Native Complexity is Outpacing Test Automation Strategy 

Cloud-native architectures evolve faster than most test automation strategies. Understand where the gap is widest and what teams can do about it.  ...
Sophie Lane | June 11, 2026 | automation, cloud-native architecture
Komodor, SRE

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

SRE teams are under constant pressure to balance reliability, performance, and cloud costs. Komodor is tackling the challenge with new AI-powered Capacity Intelligence and Predictive Placement capabilities designed to proactively eliminate infrastructure ...
Adrian Bridgwater | June 10, 2026 | cloud native security, cloud-native architecture, container orchestration, container security, kubernetes, microservices
blue-green. kubernetes, deployments,

Why Blue-Green Deployments Fail at Scale in Kubernetes — and What Works Instead 

While blue-green deployments promise zero downtime, implementing them at scale in Kubernetes introduces hidden resource costs, database sync issues, and session traffic complexities. Explore a practical framework utilizing rolling updates, canaries, and ...
Bala Priya C | June 10, 2026 | Argo Rollouts, blue/green deployment, canary deployments, Devops architecture, feature flags, kubernetes, progressive delivery, rolling updates, service mesh, traffic management
DevZero Launches Automation Platform to Dynamically Rightsize Kubernetes Clusters

DevZero Launches Automation Platform to Dynamically Rightsize Kubernetes Clusters

DevZero today launched an autonomous infrastructure optimization platform for Kubernetes clusters based on a profiler that continuously monitors clusters, nodes, and individual workloads to build statistical models of demand for resources. Company ...
Mike Vizard | June 9, 2026 | AI, automation, DevZero, IT infrastructure, kubernetes
Microsoft Introduces Execution Containers to Keep AI Agents in Check

Microsoft Introduces Execution Containers to Keep AI Agents in Check

Microsoft Execution Containers (MXC) brings policy-driven, OS-level containment to AI agents on Windows. Here's what enterprises need to know ...
Tom Smith | June 4, 2026 | agentic AI, AI agents, containment, enterprise security, Microsoft Build 2026, Microsoft Execution Containers, MXC, security, virtualization, Windows, WSL
CI/CD, GitOps, pipelines, Jenkins, kubernetes, kpack, buildpacks, CI/CD, Codefresh, Komodor, AI, clusters, kubernetes, generative AI Kubernetes Argo container security continuous SQL Server Windocks Tekton Kubeflow Red Hat CI/CD

Shattering the Kubernetes Registry Bottleneck: Scaling Enterprise CI/CD With P2P Mesh Architecture 

The transition from centralized infrastructure to decentralized topologies is inevitable as compute scales. Relying on a single registry to serve thousands of ephemeral containers is an architectural anti-pattern.  ...
Pavan Madduri | May 22, 2026 | cncf, Dragonfly, OpenSource, P2P Insfrastructure
Black Box Testing APIs in Microservices: Why Your Tests Pass but Your System Still Fails

Black Box Testing APIs in Microservices: Why Your Tests Pass but Your System Still Fails

The CI pipeline is green. Every API test passed. The team ships to production, and within forty minutes, incident alerts start firing. A downstream payment service is returning unexpected null values on ...
Sophie Lane | May 20, 2026 | API Testing, Black Box Testing, Cloud-Native Testing, microservices, Mock Drift
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
Together, Edera and Minimus Claim They Can Protect Your Software From AI Hackers

Together, Edera and Minimus Claim They Can Protect Your Software From AI Hackers

Hopefully, they can deliver because AI programs like Anthropic’s Mythos AI are cracking open programs faster than an otter can shuck oysters. MINNEAPOLIS — At Open Source Summit North America, Edera, a ...
Steven Vaughan-Nichols | May 18, 2026 | AI, containers, Edera, Minimus, security
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Modernizing Manufacturing: How to Move from Legacy Infrastructure to Cloud-Ready Operations
18 August 2026
Modernizing Manufacturing: How to Move from Legacy Infrastructure to Cloud-Ready Operations
Migrating Apache Solr Workloads to Amazon OpenSearch Service
28 July 2026
Migrating Apache Solr Workloads to Amazon OpenSearch Service
From Pilot to Production: AI that Delivers Business Outcomes
27 July 2026
Disaster Recovery in Uncertain Times
2 September 2026
Disaster Recovery in Uncertain Times
Automate, Secure and Govern Agentic Workflows with JFrog
1 September 2026
Automate, Secure and Govern Agentic Workflows with JFrog
From Reactive Alerts to Predictive Event Intelligence
19 August 2026
From Reactive Alerts to Predictive Event Intelligence

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Press Releases

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

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

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MOST READ

Linkerd 2.20, the Latest Release of the Cloud-Native Service Mesh, Arrives

June 24, 2026

Minimus Makes Hardened Container Images Freely Available to All Developers

June 23, 2026

Apple Ships Stable 1.0 of its Native Container Tool for macOS

July 6, 2026

The AI Native Stack Already Exists. We’ve Been Calling It Cloud Native

June 30, 2026

Tigera Introduces Lynx, a Unified Control Plane for Kubernetes‑Native AI Agents

July 2, 2026

RECENT POSTS

BellSoft Rings Change Bringing Zero-CVE Images to Buildpacks Users
Cloud-Native Development Cloud-Native Security Docker Features Social - Facebook Social - LinkedIn Social - X Topics 

BellSoft Rings Change Bringing Zero-CVE Images to Buildpacks Users

July 21, 2026 Adrian Bridgwater 0
Your Model Works in the Notebook and Breaks in the Cluster
Container Networking Container/Kubernetes Management Contributed Content Social - Facebook Social - LinkedIn Social - X 

Your Model Works in the Notebook and Breaks in the Cluster

July 10, 2026 Latika Chawla 0
Inside the Packet: How Kubernetes Networking Actually Works at L3/L4
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Inside the Packet: How Kubernetes Networking Actually Works at L3/L4

July 10, 2026 Pavan Madduri 0
Most Container Images You Pull Today Are Already Full of Vulnerabilities
Video Interviews 

Most Container Images You Pull Today Are Already Full of Vulnerabilities

July 9, 2026 Alan Shimel 0
Supermicro Debuts Kubernetes Edge AI Appliance with Red Hat and Everpure
Cloud-Native Platforms Features Kubernetes Kubernetes at the Edge Social - Facebook Social - LinkedIn Social - X 

Supermicro Debuts Kubernetes Edge AI Appliance with Red Hat and Everpure

July 8, 2026 James Maguire 0
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