AI Model Versioning and Rollbacks in Production: Building Recoverable AI Systems at ScaleJun 14, 2026·8 min read·3
Eliminating Bastion Hosts in AWS: A Cleaner Way to Access Private EC2 InstancesHow I ended up replacing a Bastion Host with EC2 Instance Connect Endpoint.Jul 10, 2026·6 min read·7
Your Pods Are Healthy. Your Service Is Correct. Your Ingress Is Fine. So Why Are You Still Getting 5xx?Deep Diving kube-proxy, iptables, and the Scaling Bottleneck Nobody Talks AboutFeb 23, 2026·6 min read·4
Cluster Mesh vs Service Mesh in KubernetesWhile these ideas are common, in reality, Service Meshes, Cluster Meshes, and Multi-Cluster setups solve fundamentally different problems, and confusing them often leads to unnecessary complexity, operational headaches, and confusion within teams. Th...Feb 1, 2026·6 min read·11
From Packets to Identity: How Cilium Rewrites Kubernetes SecurityWhy networking performance was just the beginningDec 29, 2025·3 min read·8
How eBPF Transformed Kubernetes NetworkingBoosting latency by shifting from kube-proxy to CiliumDec 12, 2025·5 min read·32
Securing Kubernetes Using AppArmorFrom Profile Creation to CI/CD AutomationJul 13, 2025·6 min read·44
Kubernetes Self-CorrectionHow Admission Controllers Keep Your Cluster Healthy AutomaticallyJun 25, 2025·8 min read·18
