Tag:java
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Advanced Prompt Engineering Techniques in Spring AI
Updated:Advanced prompt engineering in Spring AI — system prompts, few-shot templates, structured output, and techniques for reliable LLM responses in Java.
Building Custom MCP Servers for Legacy Systems
Updated:Build custom MCP servers that expose legacy systems to AI agents — wrapping decades of business logic in Java and Spring Boot behind a modern protocol.
Implementing RAG with Spring AI: A Practical Guide
Updated:Add retrieval-augmented generation to Spring AI apps — embeddings, vector stores, chunking strategies, and grounded LLM answers over your own data.
Java JDK 26: New Features & Enterprise Migration Guide
Updated:A corrected guide to JDK 26 features, preview boundaries, and enterprise migration checks, with October 2026 guidance on JDK 25 LTS and JDK 27.
Spring AI + Model Context Protocol: Context-Aware AI Apps
Updated:Build context-aware enterprise Java apps with Spring AI and the Model Context Protocol (MCP) — connect LLMs to tools, data sources, and external systems.