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Java-21

Java Machine Learning in 2025: Weka vs Deeplearning4j vs Smile Comparison

For years, the narrative has been consistent: “Python is for AI/ML, and Java is for Enterprise Engineering.” However, as we move through 2025, that line is blurring. The operational cost of managing polyglot microservices—shuffling JSON between a Spring Boot backend and a Flask inference service—is becoming a burden many architectures want to shed.

Mastering Java Authentication: OAuth2, JWT, and SAML in Spring Boot 3

In the landscape of modern software development, security is not just a feature—it is the foundation. As we move through 2025, the days of simple session-based authentication for distributed systems are largely behind us. With the dominance of microservices, cloud-native architectures, and the Zero Trust security model, Java developers must master robust authentication protocols.

Fortifying Java: Mastering OWASP Top 10 for 2025 Prevention Strategies

In the landscape of 2025, application security is no longer a final checkbox before deployment—it is the foundation of software architecture. With the rise of AI-driven cyberattacks and increasingly complex supply chain vulnerabilities, the OWASP Top 10 remains the definitive standard for developers to measure their security posture.

Mastering Java Observability: Integrating Prometheus, Grafana, and Jaeger with Spring Boot 3

Introduction # In the distributed architecture landscape of 2025, deploying a microservice without observability is akin to flying a plane blindfolded. When a request fails or latency spikes in a production environment, you cannot rely solely on grep-ing through gigabytes of scattered log files. You need a holistic view of your system’s health.

Mastering Java GraalVM Native Images: Compilation and Performance Tuning in 2025

The Java landscape has shifted dramatically. While the JIT (Just-In-Time) compiler remains the gold standard for long-running, monolithic applications requiring massive peak throughput, the cloud-native era demands something different. In 2025, instant startup times, low memory footprints, and instant scalability are non-negotiable for Kubernetes deployments and Serverless functions.

Java on Kubernetes: Production-Grade Deployment Patterns & Best Practices (2025 Edition)

The days of debating whether to run stateful monolithic Java applications on bare metal or virtual machines are largely behind us. In 2025, Kubernetes (K8s) is the de facto operating system for the cloud, and Java—specifically with the advancements in JDK 21+ and Spring Boot 3—remains the dominant language for enterprise backends.

Mastering Java CI/CD in 2025: Jenkins vs. GitHub Actions vs. GitLab CI

In the modern landscape of software engineering, Continuous Integration and Continuous Deployment (CI/CD) are no longer optional luxuries; they are the circulatory system of any healthy development lifecycle. For Java developers in 2025, the challenge isn’t just setting up a pipeline—it’s choosing the right tool and configuring it for maximum efficiency, security, and maintainability.

Mastering Java Docker Containerization: Building Efficient, Secure Images in 2025

In the cloud-native era of 2025, containerizing a Java application is no longer just about writing a Dockerfile that “works.” With rising cloud infrastructure costs and the increasing adoption of Kubernetes and Serverless platforms (like AWS Fargate or Google Cloud Run), the efficiency of your container images has a direct impact on your bottom line and system reliability.