Metric Tagging in Micrometer

Micrometer is the instrumentation facade in Spring Boot’s observability ecosystem, providing a unified API to collect, tag, and publish metrics…

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Developing Stateful Custom Bean Validation Using Spring Boot

Bean Validation is a core feature of Spring Boot used to enforce rules on Java objects before they are processed…

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Spring Boot & Hibernate @PartitionKey Guide

In high-scale applications, partitioning your database tables can significantly improve performance and scalability. Hibernate provides support for partitioning with the…

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Spring Boot Beyond the Basics: Custom Starters and Performance Tuning

Spring Boot has been one of the most influential frameworks in the Java ecosystem. It simplified the way we build…

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Breaking Down Monoliths: Strategies to Refactor Legacy Java into Microservices

For years, legacy Java monoliths have powered some of the largest enterprises in the world. They’ve served well, but as…

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Memory Usage Optimization In Spring Boot

1. Introduction A basic Spring Boot application with an embedded Tomcat server would consume 100 MB of memory when launched.…

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Spring Boot Debugging with IntelliJ

Debugging Spring Boot apps becomes dramatically easier with IntelliJ IDEA when you combine breakpoints, the Spring plugin views, the Database…

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Apache Camel KServe Inference

The Apache Camel KServe component streamlines the integration between Java applications and AI model servers that support the KServe Open…

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Beyond REST: GraphQL APIs in Java for Flexible Data Access

For years, REST APIs have been the standard for building backend services in Java. They’re simple, well-understood, and widely adopted.…

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