Enterprise Java
-
Spring AI Guide to MCP Elicitations
As AI systems become more interactive, handling incomplete or ambiguous user input becomes critical for building reliable applications. MCP elicitations…
Read More » -
Spring Boot 4 vs. 3: What Actually Changed
The migration guides list dozens of changes. Most articles rehash the changelog. This piece focuses on the three changes that…
Read More » -
Hibernate 6 vs. Spring Data JDBC vs. jOOQ. Picking Your Persistence Strategy for the Virtual-Thread Era
JDBC is still blocking. Hibernate 6 added reactive support through Vert.x. jOOQ is reviewing its ThreadLocal usage for Loom compatibility.…
Read More » -
The JVM Garbage Collector Decision in 2026: G1 vs ZGC vs Shenandoah for Real Workloads
ZGC and Shenandoah have both gone generational. G1 picked up meaningful JDK 25 improvements. Most teams still default to G1…
Read More » -
Jakarta EE 11 vs Spring: When the Right Answer Is No Spring at All
Jakarta EE 11 is certified, modern, and running on Open Liberty, WildFly, Payara, and GlassFish. It is past time to…
Read More » -
Spring Boot With PostgreSQL On Heroku
In modern cloud-native applications, deploying backend services on platforms like Heroku and connecting them to managed databases such as PostgreSQL…
Read More » -
Get Raw XML from SOAP in Java
SOAP (Simple Object Access Protocol) is widely used in enterprise applications for communication between services. While working with SOAP-based systems…
Read More » -
Deep Java Library: A Comprehensive Guide
With the growing demand for integrating AI capabilities into enterprise applications, Java developers need efficient tools to build and deploy…
Read More » -
The Classloading Graph: Why Your Spring Boot App’s Startup Time Is a Classloading Problem and Not a Bean Problem
Startup time is nearly always blamed on bean initialisation. The actual bottleneck is usually classloading — a graph traversal problem…
Read More »
