Keep interfaces to 1–3 methods, define them on the consumer side, accept interfaces but return concrete types, and never confuse nil pointer with nil interface.
Building with LLMs in 2026 means more than picking a model and calling an API. This article covers the full open-source stack by defining tools and their usage.
April 28, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS
CORE
Containerization with Docker and orchestration through Kubernetes enables Java backends to be deployed, scaled, managed efficiently in modern cloud-native environments.
Docker containers make Java apps portable and consistent across environments, development, and deployment, and improve s scalability and streamline CI/CD.
This article explains how to turn privacy preference mismatches into a real compliance control using clear matching rules, safe fixes, and full auditability.
After 6 years of Go, always use painter receivers with mutexes, prefer composition over inheritance, and stop writing Java-style getters for everything.
A Kubernetes pod may restart due to an OOMKill when the Java process exceeds the container’s memory limit. JVM memory tuning and correct resource limits prevent crashes.