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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Latest from Raymond Ops

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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%.

HPAKubernetesNode Optimization
0 likes · 12 min read
How to Triple Kubernetes Performance: End‑to‑End Node‑to‑Pod Tuning Guide
Raymond Ops
Raymond Ops
Jan 20, 2026 · Information Security

How to Build a Complete Linux Enterprise Security Framework—from Intrusion Detection to Incident Response

This guide walks through a real-world DDoS and SSH brute‑force incident and shows how to design a layered Linux security architecture, configure firewalls, host hardening, OSSEC HIDS, Suricata IDS, ELK monitoring, automated response scripts, and continuous improvement metrics for enterprise environments.

AutomationIDSLinux
0 likes · 15 min read
How to Build a Complete Linux Enterprise Security Framework—from Intrusion Detection to Incident Response
Raymond Ops
Raymond Ops
Jan 19, 2026 · Operations

Master Ceph: Complete Guide to Deploying and Managing a Production-Ready Distributed Storage Cluster

This comprehensive guide explains why Ceph is a leading software‑defined storage solution, details hardware and network design, walks through step‑by‑step deployment with cephadm, covers pool creation, monitoring, performance tuning, troubleshooting, scaling, backup, security hardening, and advanced automation for production environments.

CephCluster DeploymentLinux
0 likes · 15 min read
Master Ceph: Complete Guide to Deploying and Managing a Production-Ready Distributed Storage Cluster
Raymond Ops
Raymond Ops
Jan 18, 2026 · Databases

How I Cut a 20‑Second MySQL Query to 200 ms: A Step‑by‑Step Optimization Journey

When a critical e‑commerce report took over 20 seconds and triggered a flood of user complaints, a systematic investigation using EXPLAIN, slow‑query logs, and profiling revealed missing indexes, costly joins, and temporary tables, leading to a four‑stage rewrite that reduced execution time to sub‑second performance.

MySQLSQL TuningSlow Query
0 likes · 21 min read
How I Cut a 20‑Second MySQL Query to 200 ms: A Step‑by‑Step Optimization Journey
Raymond Ops
Raymond Ops
Jan 17, 2026 · Operations

Scaling Ansible: From Manual Deployments to Managing Thousands of Servers

This article walks through the challenges of manual server deployment, explains why Ansible is ideal for large‑scale environments, and provides a complete reference architecture, optimized configuration, dynamic inventory scripts, modular playbooks, performance tuning, monitoring, security hardening, rollback mechanisms, cost analysis, and practical lessons learned for automating deployments across thousands of machines.

AnsibleAutomationLarge Scale
0 likes · 20 min read
Scaling Ansible: From Manual Deployments to Managing Thousands of Servers
Raymond Ops
Raymond Ops
Jan 15, 2026 · Information Security

Master Linux Server Intrusion Detection & Response: A Complete Practical Guide

This guide walks Linux administrators through a full‑cycle intrusion detection and emergency response process, covering metric monitoring, log analysis, file integrity checks, attack confirmation, staged remediation, preventive hardening, and useful automation scripts to keep servers secure.

AutomationLinuxShell Scripts
0 likes · 16 min read
Master Linux Server Intrusion Detection & Response: A Complete Practical Guide