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Java 26 adopts HTTP/3 with the evolution of the HttpClient
The future of communication between microservices Modern distributed architectures, such as microservices, are deeply intertwined with the evolution of network protocols. As microservice architectures have become the dominant approach for building scalable and resilient applications,…
Java 26 Is Here, And With It a Solid Foundation for the Future
JEP Overview New features HotSpot JEP 516: Ahead-of-Time Object Caching with Any GC JEP 522: G1 GC: Improve Throughput by Reducing Synchronization Core Libs JEP 517: HTTP/3 for the HTTP Client API Repreviews JEP 524: PEM Encodings of Cryptographic Objects (Second Preview) What’s Different…
Enterprise Playbook for Generative AI Adoption
Era of Generative AI and Agentic systems The use of Generative AI (GenAI) started with the basic traditional use case which is generation of content. Simple applications and wrappers were built over Large Language Models (LLMs). These facilitated users interacting with LLMs and consuming the…
From Tables to JSON: Handling Unstructured Data in RDBMS systems with Spring Boot
Most of us have built numerous Spring Boot applications that perform standard CRUD (Create, Read, Update, Delete) operations on structured data stored in relational databases such as PostgreSQL. These systems typically rely on fixed schemas and well-defined table structures. But, what…
Hexagonal Architecture for Machine Learning: Ports, Adapters, and Model Versioning in Spring Boot
Machine learning has changed enterprise software in ways many teams did not expect. In many Spring Boot systems, predictions now shape prices, quality checks, anomaly alerts, fraud decisions, recommendations, and planning. But teams still shape prediction code like a small helper function. A…
DevOps Patterns and Java 26 for On-Premises LLM Platforms in Safety-Critical Environments
The first wave of AI adoption in many organizations relied on cloud APIs – but in safety-critical and regulated environments, that approach is often a non-starter. Confidentiality requirements, data protection regulations, and the need for technically enforceable operational boundaries stand…
