Spring AI 2.0 advances the Java framework for generative AI apps with a Spring Boot 4 baseline, cleaner agentic tooling, Model Context Protocol support and vendor-backed integrations including Azure ...

The release includes an embedded MCP server that exposes Spring project analytics to AI coding assistants, along with first-class support for Spring AI and automated property refactoring.

Every year, hundreds of thousands of South African learners sit their final matric exams and face the same question the moment results drop: “Now what?” ...

Regardless of whether you agree or disagree with my answers to these sample DevOps interview questions, be prepared to answer them in your own way and in your own voice. 1. Name five important DevOps ...

The older version of this project uses Spring Boot 3.0 which does not have Spring Boot Docker Compose integration. To run an older version of the application, the first thing to do is to start ...

The Jenkins job I inherited in 2019 had forty-seven stages. Forty-seven discrete boxes in the pipeline visualization, each one a Groovy script somebody had copy-pasted from Stack Overflow and then ...

The Spring Framework is possibly the most iconic software development framework of all time. It once suffered from a reputation of bloat, but it has long since shed that perception. The heart of ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Apache Maven is a Java build tool and dependency management engine that simplifies the ...

project-root/ │ ├── docker/ │ ├── logstash/ │ │ └── logstash.conf │ └── docker-compose.yml │ ├── src/main/java/com/example ...