Raymond Ops
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Raymond Ops

Linux ops automation, cloud-native, Kubernetes, SRE, DevOps, Python, Golang and related tech discussions.

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Recent Articles

Latest from Raymond Ops

100 recent articles max
Raymond Ops
Raymond Ops
Feb 2, 2026 · Operations

10 Essential PromQL Queries Every Ops Engineer Should Master

This article presents ten practical PromQL query examples covering CPU, memory, disk, network, database, Kubernetes, and business metrics, explains the underlying concepts, provides alert thresholds and best‑practice tips, and includes advanced optimization and alert‑rule design guidance for reliable monitoring.

AlertingMetricsObservability
0 likes · 22 min read
10 Essential PromQL Queries Every Ops Engineer Should Master
Raymond Ops
Raymond Ops
Feb 2, 2026 · Information Security

Boost Your Web Security: Essential HTTP Header Configurations You’re Missing

This guide shows operations engineers how to dramatically improve web application protection by configuring often‑overlooked HTTP security headers—CSP, X‑Frame‑Options, HSTS, Referrer‑Policy, Permissions‑Policy, and more—through practical Nginx/Apache/Node.js examples, verification scripts, and automation tips.

CSPHTTP securityNginx
0 likes · 19 min read
Boost Your Web Security: Essential HTTP Header Configurations You’re Missing
Raymond Ops
Raymond Ops
Jan 31, 2026 · Operations

How SaltStack Cuts Deployment Time from Days to Minutes – A Complete Automation Guide

This article walks through SaltStack’s core architecture, master‑minion communication, authentication, Grains, Pillar, and Orchestrate, then demonstrates a real‑world high‑availability web cluster deployment that reduces a three‑day rollout to just 30 minutes, while covering performance tuning, monitoring, API integration, GitFS, and security hardening.

Configuration ManagementInfrastructure as CodeOrchestration
0 likes · 24 min read
How SaltStack Cuts Deployment Time from Days to Minutes – A Complete Automation Guide
Raymond Ops
Raymond Ops
Jan 30, 2026 · Big Data

Build an Enterprise‑Grade HDFS HA and YARN Scheduler from Scratch

This guide walks you through designing and deploying a highly available HDFS architecture with dual NameNodes, ZooKeeper‑based failover, and a tuned YARN resource scheduler, covering detailed configuration files, failover testing, performance tuning, monitoring, automated health checks, capacity planning, and best‑practice checklists for production‑grade big‑data platforms.

Big DataHAHDFS
0 likes · 28 min read
Build an Enterprise‑Grade HDFS HA and YARN Scheduler from Scratch
Raymond Ops
Raymond Ops
Jan 28, 2026 · Artificial Intelligence

From Alert Storms to Smart Ops: Unlocking AIOps for Modern IT Operations

This guide walks through the evolution from noisy alert storms to intelligent AIOps, covering AIOps fundamentals, why it matters now, core capabilities like anomaly detection, root‑cause analysis, capacity forecasting and self‑healing, a practical implementation roadmap, toolchain suggestions, common pitfalls, and future trends.

AIOpsAnomaly DetectionRoot Cause Analysis
0 likes · 22 min read
From Alert Storms to Smart Ops: Unlocking AIOps for Modern IT Operations
Raymond Ops
Raymond Ops
Jan 27, 2026 · Databases

Redis Sentinel vs Cluster: Which Architecture Wins for High‑Traffic Deployments?

This comprehensive guide compares Redis Sentinel and Redis Cluster, detailing their design philosophies, configuration examples, performance benchmarks, operational complexity, scalability, high‑availability features, and migration strategies, helping engineers choose the optimal solution for demanding production environments.

MigrationScalabilitySentinel
0 likes · 36 min read
Redis Sentinel vs Cluster: Which Architecture Wins for High‑Traffic Deployments?
Raymond Ops
Raymond Ops
Jan 26, 2026 · Operations

Master Ansible: Deploy 50 Nginx Servers in 10 Minutes with Real‑World Playbooks

This step‑by‑step guide shows how to set up Ansible, configure password‑less SSH, create inventory and playbooks, and automate the bulk deployment, configuration, rolling updates, and monitoring of Nginx web servers across dozens of machines while covering advanced techniques such as Vault, dynamic inventory, CI/CD integration, and rollback strategies.

AnsibleWeb Server Deploymentdevops
0 likes · 24 min read
Master Ansible: Deploy 50 Nginx Servers in 10 Minutes with Real‑World Playbooks
Raymond Ops
Raymond Ops
Jan 23, 2026 · Cloud Native

How to Triple Kubernetes Performance: End‑to‑End Node‑to‑Pod Tuning Guide

This article walks through a systematic, bottom‑up performance tuning process for Kubernetes clusters—covering kernel parameters, container runtime, kubelet, scheduler, and pod resource settings—backed by a real‑world e‑commerce case study that reduced latency by over 80% and cut OOM events by 97.5%.

HPANode OptimizationPod Optimization
0 likes · 12 min read
How to Triple Kubernetes Performance: End‑to‑End Node‑to‑Pod Tuning Guide