Kubernetes

Kubernetes guides grounded in production experience: troubleshooting pods that will not start, networking and DNS failures, scheduling decisions, resource limits and the cluster behaviour that only becomes visible under real load. Practical commands, not conference slides.

Kubernetes

Red Hat and NVIDIA AI Are Transforming DevSecOps Security

Red Hat and NVIDIA are bringing AI-powered semantic reasoning to DevSecOps, reducing false positives, improving CI/CD security automation, and transforming modern Kubernetes application security.

Kubernetes

Karpenter on OpenShift and the End of the Kubernetes Cluster Autoscaler Era

Karpenter on OpenShift is redefining Kubernetes autoscaling with workload-aware provisioning, faster GPU scaling, lower cloud costs, and improved hybrid cloud efficiency.

SRE

Claude Security vs. GitHub Advanced Security 🛡️ - The Patch War

Claude Security vs GitHub Advanced Security: which AI security tool wins? This blog explores AI-generated security patches, DevSecOps automation, hallucination risks, and the future of agentic vulnerability remediation.

Kubernetes

Ending the Sidecar Civil War: How Pod-Level Resource Managers Change the Game ⚙️

Kubernetes v1.36 Pod-Level Resource Managers reduce NUMA latency, optimize sidecar-heavy workloads, and improve AI infrastructure performance.

Kubernetes

Killing the AI COLD START with GKE Pod Snapshots

Tired of AI model cold starts slowing down your Kubernetes workloads? This blog explores how GKE Pod Snapshots reduce LLM startup latency by restoring full runtime state instantly, helping AI applications scale faster and cut expensive GPU idle time.

Kubernetes

The 75% Milestone: Why Your Velocity is Ghosting You 🚀

AI writing code faster than engineers can review it? This blog explores the AI Productivity Paradox, where coding agents accelerate software development but shift the real bottleneck to architecture reviews, debugging, security validation, and operational risk analysis.

Kubernetes

100 Reasons Your Kubernetes Cluster is Crying: Part 10 - The Future-Proofing Final 🚀

Manual fixes and constant firefighting are slowing your team down? Part 10 reveals 10 Kubernetes future-proofing challenges, from observability gaps and security drift to AI-driven operations and human error prevention.

Kubernetes

100 Reasons Your Kubernetes Cluster is Crying: Part 9- The Pressure Cooker

Nodes under pressure and pods getting evicted? Part 9 reveals 10 Kubernetes node failures, from hard evictions and CPU starvation to DNS bottlenecks and conntrack limits.

Kubernetes

100 Reasons Your Kubernetes Cluster is Crying: Part 8- The Deep State🧠

API server unresponsive or cluster acting dead? Part 8 reveals 10 Kubernetes control plane failures, from ETCD crashes and expired certificates to webhook loops and version skew issues.

Kubernetes

100 Reasons Your Kubernetes Cluster is Crying: Part 7- The Scaling Seesaw ⚖️

Rollouts stuck or autoscaling going wild? Part 7 reveals 10 Kubernetes scaling and deployment issues, from HPA failures and rollout stalls to probe misconfigurations and update strategy mistakes.

SRE

100 Reasons Your Kubernetes Cluster is Crying: Part 6- The Permission Slip from Hell

Pods failing before they even start? Part 6 reveals 10 Kubernetes security issues, from missing Secrets and RBAC denials to webhook timeouts and privileged restrictions.

SRE

100 Reasons Your Kubernetes Cluster is Crying: Part 5- The Networking Void 🌐

Pods are running, but no traffic flows? Part 5 reveals 10 Kubernetes networking issues, from Service not reachable to DNS failures and CNI breakdowns.

SRE

100 Reasons Your Kubernetes Cluster is Crying: Part 4- The Storage Struggle 💾

Pods stuck in ContainerCreating? Part 4 of this Kubernetes series uncovers 10 storage issues like PVC Pending, mount errors, and volume conflicts.

SRE

100 Reasons Your Kubernetes Cluster is Crying: Part 3- The No Vacancy Sign 🚫

Pods stuck in Pending? Part 3 of this Kubernetes series reveals 10 scheduling issues like NodeNotReady, resource limits, and taints blocking workloads.

Kubernetes

100 Reasons Your Kubernetes Cluster is Crying: Part 2-The Registry Redline 🚨

Pods not even starting? Part 2 of this Kubernetes series reveals 10 registry issues like ImagePullBackOff, auth errors, and rate limits blocking deployments.

Kubernetes

100 Reasons Your Kubernetes Cluster is Crying: Part 1 The Pod-pocalypse

Tired of firefighting in production? Part 1 of this SRE series reveals SLOs, error budgets, and toil: the foundation of reliable, scalable systems.

Kubernetes

The Silent Bill-Killers: 5 Kubernetes Secrets That Are Draining Your Budget

Is your Kubernetes cluster secretly wasting money? Discover 5 silent issues like CPU throttling, DNS errors, and over-provisioning hurting performance and cost.

Kubernetes

The "Death" of DevOps and The Rise of Platform Engineering

Is DevOps dead? Discover why platform engineering is rising, helping teams build internal platforms that simplify workflows and boost developer productivity.

Kubernetes

The Linux Files: 30 Things You Didn't Know About Linux (Part 2)

Think you know Linux? This post uncovers 30 surprising facts and hidden capabilities that even experienced users often miss.

Kubernetes

Layer by Layer Into DevOps: The Roadmap Most Beginners Need (PART 4)

This final part makes the earlier layers useful in the real world.

Kubernetes

Layer by Layer Into DevOps: The Roadmap Most Beginners Need (PART 3)

In this part, you’ll learn how modern production systems are actually built: cloud, automation, containers, Kubernetes, and observability; the "real world" toolchain.

Kubernetes

Layer by Layer Into DevOps: The Roadmap Most Beginners Need (PART 2)

In this part, you’ll build the foundation: Linux, networking, and infrastructure fundamentals, the stuff that quietly explains most "mysterious" production failures.

Kubernetes Featured

Layer by Layer Into DevOps: The Roadmap Most Beginners Need (PART 1)

DevOps is not a tool collection. Tools are only the "how." DevOps is the “why.” It’s a way of working where building and running software stops being a relay race and becomes a shared mission.

Kubernetes

AI Workloads Expose Hidden DevOps Crisis in Scalability and SRE

AI workloads are breaking traditional DevOps playbooks. Discover how GPU scaling, cold starts, and model health are exposing a hidden SRE crisis.

Kubernetes

From Scripts to Agents: Why Agentic Workflows are the New Standard for DevOps in 2026.

DevOps used to run on scripts. Now AI agents can reason, troubleshoot, and act across your stack. Discover why agentic workflows are the new standard in 2026.