Vaadin released version 25.3, adding auditable AI form-filling that marks every field the model changes with a revert control and, when source tracking is enabled, attaches a ValueSource carrying the …
Spring released second milestone builds of Spring Boot 4.2.0, Spring Framework 7.1.0, Spring Data 2026.1.0, Spring Security 7.2.0, Spring Batch, Spring AMQP, Spring Integration and Spring for Apache K…
A developer demonstrated how Java developers can build Model Context Protocol (MCP) clients and servers using Spring AI, which provides Boot starters and APIs for both sides of the architecture. The w…
Quixotic AI released jinfer, an early CPU-only inference engine for the JVM that supports chat, vision, audio, embeddings, reranking, and TTS without a Python runtime, ONNX, Docker containers, sidecar…
A developer demonstrated how to build a context-aware Spring Boot chat microservice that connects to Google's Gemini API using Spring AI's ChatMemory Advisor to maintain conversation history. The impl…
GitHub Copilot, Claude, LangChain, and Spring AI all support custom AI skills under different names—Extensions, Tools, MCP servers, and Functions—but share the same core architecture of schema, implem…
A developer detailed the migration of a sample AI agent application from Embabel 1.0 to Embabel 1.5.1, which supports Spring Boot 4.x and Spring AI 2.x. The upgrade required declaring the new version …
A developer demonstrates how to build AI agents using Spring AI, focusing on tool calling, memory, and autonomous workflows. The post explains how LLMs can be extended beyond text generation to intera…
A developer compiled a list of 100 Spring AI project ideas for Java developers, demonstrating that AI features can be built within Spring Boot without learning Python. The projects include support bot…
A developer who built the same LLM-powered support agent with Spring AI and LangGraph found the frameworks were the least interesting part of the design, as both produced identical Classification reco…
A developer built EchoEngine, a Spring Boot 3.4 application that summarizes YouTube videos using Google's Gemini 2.5 Flash model without API keys for metadata extraction. The app leverages Java 21 vir…
A developer demonstrates building a Retrieval-Augmented Generation (RAG) application using Spring AI, connecting large language models to private data sources. The post outlines the RAG pipeline, incl…
A developer built an AI meeting summarizer using Java and Spring AI, integrating OpenAI's Whisper for transcription, AssemblyAI for speaker detection, and GPT-4o-mini for generating structured summari…
A developer's guide demonstrates how to integrate AWS Bedrock with Spring AI, moving from local model inference to managed cloud-based AI. The article explains the architectural shift, configuration s…
ByteChef has introduced a managed Knowledge Base feature that turns uploaded documents into a searchable RAG store, handling parsing, chunking, embedding, and indexing via a pgvector-backed Spring AI …
Docker Model Runner enables Java developers to run AI models locally and integrate them with Spring AI applications, eliminating the need for cloud-hosted model APIs during development. The tool expos…
GitHub has released the Copilot SDK for Java, embedding the agent runtime behind Copilot CLI as a Maven dependency for any server-side Java application. Principal engineer Edward Burns detailed the SD…
A developer demonstrates how to run local large language models with Ollama and integrate them into a Spring Boot application using Spring AI, building an AI customer support assistant that keeps data…
A developer demonstrates how to build a Spring AI application using OpenAI with Spring Boot, covering project setup, configuration, and creating a REST API that sends prompts to an AI model. The tutor…
Anthropic's system-prompt release notes for Claude grew from 358 words in July 2024 to 3,235 words by July 2026, a ninefold increase that a developer says offers a playbook for production AI teams. Th…