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kubernetes

The Hidden Cost of "Just Works" Load Balancing in a Service Mesh

The Hidden Cost of “Just Works” Load Balancing in a Service Mesh

If you’re running a multi-AZ Kubernetes cluster with a service mesh on top, there’s a good chance you’re paying a tax you never signed up for, and it won’t show up as ...
Sai Aneesh Mullapudi | August 14, 2026 | aws, Istio, kubernetes, load balancing, service mesh, site reliability engineering
Kubernetes Deployment

How We Cut Kubernetes Deployment Validation From 45 Minutes to 2 minutes

There is a moment every release engineer knows well. The CI/CD pipeline turns green. The deployment job reports success. Everyone exhales for a second and thinks, “Okay, the release is done.” But ...
Sai Joshitha Kathari | August 13, 2026 | automation, CI/CD, devops, kubernetes, Release Management, SRE
Stop Treating GPUs Like Web Pods

Stop Treating GPUs Like Web Pods

Kubernetes schedules accelerators as opaque integers, and your bill pays for it. Share the silicon, scale on the right signal and keep weights out of the image ...
Veera Ravindra Divi | August 12, 2026 | AI infrastructure, AI serving, autoscaling, cloud costs, cloud native AI, DCGM exporter, DRA, Dynamic Resource Allocation, GPU costs, GPU scheduling, GPU sharing, GPU utilization, GPUs, inference workloads, KEDA, kubernetes, Kubernetes GPU scheduling, LLM Inference, MIG, model weights, MPS, NVIDIA GPUs, NVIDIA MIG, Prometheus, scale-to-zero, time-slicing
Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

IBM HashiCorp has released a plug-in that allows Kubernetes clusters to use HashiCorp’s Vault Enterprise as an external key management service (KMS), eliminating the need to store unencrypted passwords or bog Kubernetes ...
Joab Jackson | August 6, 2026 | HashiCorp, key management, KMS, kubernetes
Kubernetes Deployment

A Green Kubernetes Deployment Does Not Mean a Healthy Application

The deployment finishes, kubectl rollout status reports success, and every pod shows Running and Ready. For most teams, that is the moment the release is considered done. Then a customer transaction fails ...
Sai Joshitha Kathari | July 30, 2026 | canary deployments, Deployment Validation, kubernetes, platform engineering, progressive delivery, readiness probes
NVIDIA Is Putting Real Skin in the Open AI Game

NVIDIA Is Putting Real Skin in the Open AI Game

Open AI requires community-governed infrastructure and companies willing to contribute code, engineering and costly GPU cycles. NVIDIA is doing exactly that ...
Alan Shimel | July 28, 2026 | accelerated computing, AI compute, AI infrastructure, cloud native AI, cncf, GPU cycles, GPU Dynamic Resource Allocation, GPU scheduling, KAI Scheduler, kubernetes, Kubernetes AI Conformance, Nvidia, open AI infrastructure, open source AI, vendor-neutral APIs
Container Runtime Security in Kubernetes: What Teams Overlook

Container Runtime Security in Kubernetes: What Teams Overlook

Kubernetes security conversations tend to center on the things that happen on the left-hand side of the process. Scanning images, hardening Dockerfiles, and working with registry access controls all tend to frontload ...
Sean Roth | July 27, 2026 | cloud native security, container security, DevSecOps, kubernetes, RBAC, runtime security
The Foundation Was Already Poured

The Foundation Was Already Poured

Techstrong's Experts Exchange this October, Cloud Native Now: The AI Stack, and this November's KubeCon in Salt Lake City are both making the same case for cloud native and AI. The argument ...
Alan Shimel | July 27, 2026 | agent governance, agent identity, agentic AI, AI agents, AI governance, AI infrastructure, AI security, AI stack, AI strategy, AI Workloads, cloud native, cloud native developers, cncf, enterprise AI, GPU scheduling, KubeCon, kubernetes, Kubernetes AI, MLOps, model serving, observability, platform engineering, sigstore, SLSA, software supply chain security
BellSoft Rings Change Bringing Zero-CVE Images to Buildpacks Users

BellSoft Rings Change Bringing Zero-CVE Images to Buildpacks Users

BellSoft is bolstering Paketo Buildpacks. As an OpenJDK vendor known for providing tested (and commercially supported) Java distributions, Bellsoft is now offering a new hardened builder image for Paketo Buildpacks ...
Adrian Bridgwater | July 21, 2026 | application development, CI/CD, cloud native security, cloud-native applications, containers, docker, kubernetes
Your Model Works in the Notebook and Breaks in the Cluster

Your Model Works in the Notebook and Breaks in the Cluster

A model working in a notebook gives you a particular kind of confidence. The metrics look good, the code runs top to bottom, the researcher demos it, leadership nods, and everyone agrees ...
Latika Chawla | July 10, 2026 | AI infrastructure, GPU Computing, kubernetes, machine learning, MLOps, Model Reproducibility
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Migrating Apache Solr Workloads to Amazon OpenSearch Service
29 September 2026
Migrating Apache Solr Workloads to Amazon OpenSearch Service
Modernize for the AI Era
16 September 2026
Modernize for the AI Era
The Strategic Imperative: Embracing Agentic B2B Selling
8 September 2026
The Strategic Imperative: Embracing Agentic B2B Selling

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Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
1 October 2026
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
29 September 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
Securely Migrate and Modernize your applications to AWS with Zscaler
17 September 2026
Securely Migrate and Modernize your applications to AWS with Zscaler

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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

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

BellSoft Rings Change Bringing Zero-CVE Images to Buildpacks Users

July 21, 2026

Rust Rewrite Readies Kata Containers for Agent Sandboxing

July 24, 2026

NVIDIA Is Putting Real Skin in the Open AI Game

July 28, 2026

Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

August 6, 2026

The Foundation Was Already Poured

July 27, 2026

RECENT POSTS

The Hidden Cost of “Just Works” Load Balancing in a Service Mesh
Cloud-Native Networking Container/Kubernetes Management Contributed Content Service Mesh Social - Facebook Social - LinkedIn Social - X 

The Hidden Cost of “Just Works” Load Balancing in a Service Mesh

August 14, 2026 Sai Aneesh Mullapudi 0
How We Cut Kubernetes Deployment Validation From 45 Minutes to 2 minutes
Cloud-Native Development Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X 

How We Cut Kubernetes Deployment Validation From 45 Minutes to 2 minutes

August 13, 2026 Sai Joshitha Kathari 0
Docker Desktop Gets a Hypervisor of its Own
Cloud-Native Development Containers Docker Features Social - Facebook Social - LinkedIn Social - X Virtualization 

Docker Desktop Gets a Hypervisor of its Own

August 13, 2026 Joab Jackson 0
Kubernetes Wasn’t Built for GPUs. Make It Behave
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Kubernetes Wasn’t Built for GPUs. Make It Behave

August 12, 2026 Sneha Gullapalli 0
How Open-Source Automation Tools Handle the Testing Problem That Cloud-Native Independent Deployment Creates  
Cloud-Native Development Contributed Content Social - Facebook Social - LinkedIn Social - X Topics 

How Open-Source Automation Tools Handle the Testing Problem That Cloud-Native Independent Deployment Creates  

August 12, 2026 Sancharini Panda 0
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Modern Software Development and Delivery 

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