What Is AI/ML and Why I’m Learning It Series: Mastering AI/ML from First Principles Phase: Orientation Blog Number: 01 Why AI/ML matters now Artificial Intelligence is no longer a niche research topic. It now shapes search, recommendations, forecasting, fraud detection, language tools, image systems, and a growing share of modern… Read More

Deploying the Modernized 3-Tier Application on Kubernetes In the previous parts of this series we: In this final part we deploy the application on Kubernetes, recreating the original architecture using Kubernetes primitives. The key goal is to demonstrate how a traditional architecture can move to Kubernetes without rewriting the application… Read More

Preparing the Application for Kubernetes In the previous article, I completed an important milestone in the modernization journey of my demo application. The entire stack can now run using Docker Compose, including: At this point the application is fully containerized and reproducible. Running the system locally requires only a single… Read More