by Mariappan Ponnusamy | Jan 6, 2026 | General
PostgreSQL 18 is officially released and this version brings some major improvements for performance and core database behavior.If you are running PostgreSQL in production, especially on cloud storage, this release is worth paying attention to. In PostgreSQL 18, many...
by Karthickraja durairaj | Dec 30, 2025 | Automation, Databases, General
Introduction: Modern infrastructure is built on containers and Kubernetes, but databases still remain the hardest components to operate reliably. As Site Reliability Engineers (SREs), our responsibility is not just to deploy MySQL, but to ensure it remains available,...
by revathisreem | Dec 23, 2025 | Databases, General, KnowledgeBase, MongoDB
Data consistency in MongoDB often looks simple—until a failover happens during peak traffic, dashboards disagree with backend state, or “successful” writes quietly disappear. Most teams don’t hit these problems in development. They hit them in production, under...
by Mariappan Ponnusamy | Dec 16, 2025 | General
In my last post, I wrote about how to use ML_TRAIN in MySQL AI to build machine learning models directly inside the database, without sending data out to Python or other tools. This time, the focus is on the next step, how to use those trained models to detect fraud,...
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...
by revathisreem | Nov 25, 2025 | Databases, General, KnowledgeBase, MongoDB
There’s something that always surprises me about MongoDB performance tuning:No matter how many clusters we help, no matter the industry — fintech, gaming, e-commerce, IoT — the same mistakes creep in again and again. And the funny thing is, they rarely come from...
