Prometheus and Grafana are the de facto standard monitoring stack for Kubernetes clusters. Prometheus is a time-series metrics database that scrapes metrics from Kubernetes components (API server, kubelet, etcd) and from applications via HTTP endpoints in a pull-based model. Grafana is a visualisation platform that queries Prometheus and displays metrics as interactive dashboards. The kube-prometheus-stack […]
How to Configure WinRM Security on Windows Server 2012 R2 Windows Remote Management (WinRM) is the Microsoft implementation of the WS-Management protocol and is the foundation of PowerShell remoting, CIM sessions, Server Manager remote management, and many automation frameworks. WinRM is powerful, but an improperly configured WinRM listener exposes the server to credential theft, unauthorized […]
How to Harden SMB and File Sharing on Windows Server 2012 R2 Server Message Block (SMB) is the protocol behind Windows file sharing, named pipes, and printer sharing—and it has been a primary target for attackers for decades. From EternalBlue (MS17-010) to NTLM relay attacks, SMB vulnerabilities have enabled some of the most devastating network […]
ArgoCD is a declarative, GitOps-based continuous delivery tool for Kubernetes. In the GitOps model, Git is the single source of truth for both application code and infrastructure configuration — when a developer pushes a change to a Git repository, ArgoCD automatically detects the change and applies it to the Kubernetes cluster, keeping the live cluster […]
How to Configure the Protected Users Security Group on Windows Server 2012 R2 The Protected Users security group is a new security principal introduced in Windows Server 2012 R2 that provides automatic, non-configurable credential protections for its members. Unlike standard security groups, membership in Protected Users triggers behavioral changes in both the client (Windows 8.1+) […]
Kubernetes Role-Based Access Control (RBAC) is the mechanism for controlling which users and service accounts can perform which actions on which resources within a Kubernetes cluster. Without RBAC configuration, all authenticated users (and service accounts in pods) have full admin access — a significant security risk in multi-team environments. RBAC uses four resource types: Role […]
How to Implement Software Restriction Policies on Windows Server 2012 R2 Software Restriction Policies (SRP) are the predecessor to AppLocker, providing application control capabilities on all editions of Windows Server 2012 R2—including Standard edition, which does not support AppLocker enforcement. SRP uses rules based on file hash, certificate, path, or network zone to allow or […]
Kubernetes Services of type ClusterIP expose applications only within the cluster — external traffic cannot reach them directly. An Ingress resource solves this by providing HTTP/HTTPS routing from outside the cluster to internal services based on hostnames and URL paths. The Nginx Ingress Controller is the most widely deployed ingress controller, running as a pod […]
How to Configure USB Device Restriction via Group Policy on Windows Server 2012 R2 Removable storage devices represent a significant data exfiltration and malware introduction risk in any organization. USB flash drives, portable hard drives, and other removable media can bypass network-level security controls entirely. Windows Server 2012 R2 provides multiple mechanisms to restrict removable […]
Kubernetes separates storage provisioning (creating storage volumes) from storage consumption (using volumes in pods) through two resource types: PersistentVolumes (PVs) and PersistentVolumeClaims (PVCs). A PersistentVolume is a piece of storage in the cluster provisioned by an administrator or dynamically by a StorageClass. A PersistentVolumeClaim is a request for storage by a user — it specifies […]
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