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How to Build Autonomous Database CI/CD Pipelines

How to Build Autonomous Database CI/CD Pipelines

by Karthickraja durairaj | Dec 2, 2025 | Automation, General, Jenkins

Introduction In modern DevOps-driven environments, CI/CD pipelines are no longer limited to application developers. Database engineers, SREs, and support teams—especially in service-based companies handling MySQL and MongoDB—are increasingly expected to follow DevOps...
From “No Data” to Full Visibility: Debugging PMM Metrics

From “No Data” to Full Visibility: Debugging PMM Metrics

by Karthickraja durairaj | Nov 4, 2025 | Automation, General, KnowledgeBase

Introduction In the world of database observability, timing is everything — literally. Recently, we ran into a puzzling issue while managing MySQL monitoring in Percona Monitoring and Management (PMM). Out of five database servers (server1 through server4), one server...
Surviving Failures: Practical HA Models for MySQL and MongoDB

Surviving Failures: Practical HA Models for MySQL and MongoDB

by Karthickraja durairaj | Oct 7, 2025 | Automation, General, KnowledgeBase

Introduction In today’s always-on world, downtime is expensive. Whether it’s an e-commerce site losing transactions, a banking app failing to process payments, or a SaaS product missing its uptime SLA, availability is directly tied to trust and revenue. For Site...
Infrastructure as Code Made Simple with Terraform

Infrastructure as Code Made Simple with Terraform

by Karthickraja durairaj | Sep 9, 2025 | Automation, General, KnowledgeBase

Introduction Infrastructure today is no longer about racking servers in a data center, it’s about managing cloud resources with the same discipline as software. Enter Terraform, HashiCorp’s open-source Infrastructure as Code (IaC) tool, which allows you to define,...
MySQL Orchestrator: A Complete Guide for SREs and DBAs

MySQL Orchestrator: A Complete Guide for SREs and DBAs

by Karthickraja durairaj | Aug 5, 2025 | Automation, General, Replication

Introduction: High availability and replication topologies are critical for any production-grade MySQL environment. Orchestrator is an open-source tool created by GitHub to manage, visualize, and automate MySQL replication. For SREs and DBAs, understanding and...

Timing is Everything: A Deep Dive into systemd Timers

by rajachandrasekarang | Jul 15, 2025 | Automation, linux

In modern Linux systems, systemd has become the standard init system and service manager. While many of us are familiar with using cron for scheduling tasks, systemd timers offer a more powerful, flexible, and integrated alternative. In this blog, we’ll dive...
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