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Kubernetes Wasn't Built for GPUs. Make It Behave

Kubernetes Wasn’t Built for GPUs. Make It Behave

Kubernetes counts whole GPUs and treats pods as disposable. An LLM pod is neither. Share the silicon with MIG/MPS/time-slicing and stop paying for idle ...
Sneha Gullapalli | August 12, 2026 | A100, AI infrastructure, AI Workloads, cloud native AI, Dynamic Resource Allocation, GPU autoscaling, GPU cost reduction, GPU optimization, GPU partitioning, GPU sharing, GPU time-slicing, GPU utilization, H100, Karpenter, KServe, Kubernetes DRA, Kubernetes GPU scheduling, LLM Inference, model caching, multi-instance GPU, NVIDIA GPU Operator, NVIDIA MIG, NVIDIA MPS, scale-to-zero, VRAM
How Open-Source Automation Tools Handle the Testing Problem That Cloud-Native Independent Deployment Creates  

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

Independent deployment creates a coverage currency problem manual maintenance cannot scale to address. Learn how open-source automation tools handle it structurally.  ...
Sancharini Panda | August 12, 2026 | API mocking, behavioral drift, CI/CD testing, Cloud-Native Testing, contract testing, coverage currency, eBPF, go-vcr, independent deployment, integration test fixtures, integration testing, Keploy, Kubernetes testing, Microcks, microservices testing, open-source automation tools, Pact, platform engineering, record and replay testing, service dependencies, test automation, Testcontainers, VCR, VCR.py, WireMock
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 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
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
Rust Rewrite Readies Kata Containers for Agent Sandboxing

Rust Rewrite Readies Kata Containers for Agent Sandboxing

The OpenInfra Foundation has released version 4 of Kata Containers, which arrives with a new Rust-based default runtime that brings new memory safety and performance gains. With the Rust rewrite, the Foundation ...
Joab Jackson | July 24, 2026 | Agent Sandboxing, cloud native, containers, Kata Containers, Rust, virtual machines
CNCF, cloud native, NVIDIA, AI, Peritus microservices

Beyond the Model: Why AI Agent Orchestration Requires Cloud-Native Engineering

AI agent orchestration is a distributed systems challenge. Cloud-native engineering provides the resilience, observability, security and scalability needed for production AI ...
Nithiya Dharshini | July 22, 2026 | agent communication, agentic AI infrastructure, AI agent orchestration, AI governance, AI infrastructure, AI observability, AI scalability, AI security, AI workflow monitoring, AI workload management, automated scaling, cloud native AI, cloud-native engineering, containerized AI services, distributed AI systems, distributed tracing, enterprise AI agents, event-driven architecture, GitOps, Kubernetes for AI, multi-agent systems, platform engineering, production AI systems, resilient AI systems
TLS, certificates, Docker, vulnerabilities, supply chain, KubeCon, SigStore, Kubernetes TrapX container security

Hardening the Core: Container Validation and Malicious Package Defense

Docker images are becoming a major software supply chain risk. Learn why scanning alone is not enough and how layered security can protect containers from build to runtime ...
Sean Roth | July 22, 2026 | CI/CD security, cloud native security, container image vulnerabilities, container isolation, container registries, container runtime security, container security, container vulnerability scanning, dependency security, DevSecOps, Docker hardening, Docker image security, image lifecycle security, image validation, malicious container images, malicious packages, minimal base images, non-root containers, runtime protection, SBOM, secure build practices, secure Docker images, software supply chain security, zero-day threats
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
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

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

Stop guessing why your Pods can't communicate. This deep dive strips away the magic of Kubernetes networking, providing a layer-by-layer breakdown of the dataplane using real packet captures, kernel data structures and ...
Pavan Madduri | July 10, 2026 | devops, kubernetes, PlatformEngineering, pod to pod
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The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
Modernize for the AI Era
14 October 2026
Modernize for the AI Era
Migrating Apache Solr Workloads to Amazon OpenSearch Service
29 September 2026
Migrating Apache Solr Workloads to Amazon OpenSearch Service

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Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
1 October 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
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

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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

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MOST READ

Docker Desktop Gets a Hypervisor of its Own

August 13, 2026

Red Hat Readies an MCP Server to Help LLMs Manage Kubernetes

August 19, 2026

CNCF Graduates Kubeflow for Production AI on Kubernetes

August 18, 2026

Kubeflow’s Graduation Is a Vote for Kubernetes as the AI Control Plane

August 19, 2026

Echo Acquires Hardened Container Assets from Minimus

August 27, 2026

RECENT POSTS

Manifestly Safer, Why Kubernetes Wants Developers to Speak KYAML
Cloud-Native Security Containers Features Social - Facebook Social - LinkedIn Social - X Topics 

Manifestly Safer, Why Kubernetes Wants Developers to Speak KYAML

September 8, 2026 Adrian Bridgwater 0
RapidFort Allies with CrowdStrike to Harden Container Images
Cloud-Native Security DevSecOps Features Social - Facebook Social - LinkedIn Social - X 

RapidFort Allies with CrowdStrike to Harden Container Images

September 4, 2026 Mike Vizard 0
Containers Became the Unit of Speed. AI Agents Are Making VMs the Unit of Trust
Containers Features News Social - Facebook Social - LinkedIn Social - X Topics 

Containers Became the Unit of Speed. AI Agents Are Making VMs the Unit of Trust

September 2, 2026 Alan Shimel 0
DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes
Cloud-Native Architecture Features Kubernetes Observability Open Source Social - Facebook Social - LinkedIn Social - X Topics 

DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes

September 1, 2026 Jaime Hampton 0
Kubernetes v1.37 Enhances Dynamic Resource Allocation
Cloud-Native Development Container Orchestration Features Kubernetes Kubernetes - Beyond Orchestration Open Source Social - Facebook Social - LinkedIn Social - X 

Kubernetes v1.37 Enhances Dynamic Resource Allocation

August 28, 2026 Joab Jackson 0
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