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.

Senior backend engineer at KAYAK building systems at scale. Writes about distributed systems, AI and tradeoffs. The acceleration of enterprise AI over the last two years has forced a massive ...

Spring AI Playground is a cross-platform desktop app for building, testing, validating, and executing MCP tools in a controlled local environment. It helps you create reusable MCP tools once and use ...

Spring Batch provides developers with two separate approaches to batch programming: 1. Process a small batch of records in a single step using a Tasklet. 2. Process a large batch of records in chunks ...

Spring Boot is the Java world's preeminent, cloud-native software development framework. Amazon prides itself as the preeminent cloud-hosting service. So, it's a natural fit to deploy apps built with ...

Artificial intelligence and related technologies are evolving rapidly, but until recently, Java developers had few options for integrating AI capabilities directly into Spring-based applications.

There are plenty of ways to integrate an AI model in your code. But sometimes, when you start, it is really hard to pick one. That’s why, I decided to share my experience in going through this path.

Reflection was essential to the advanced Java toolkit for years. Now it's being superseded by newer, safer options. Here's how to use MethodHandle and VarHandle to gain programmatic access to methods ...

This document is meant to help you migrate your application to Spring Boot 2.0 by providing thematic sections that mirror the developer guide. Before you start the upgrade, make sure to upgrade to the ...

Sometimes finding the right place to work out can be a tall task, the options—especially here in Boston—are endless. Whether you’re looking for a fabulous new yoga studio to roll out your mat, a ...