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Spring Boot 3.x

5 articles · Page 1 of 1
SpringMeng
SpringMeng
Sep 10, 2026 · Artificial Intelligence

Building an AI Contract Review System with Spring AI & RAG: 2-Month Case Study

This article details the development of an AI-powered contract review system using RAG and Spring AI, covering the tech stack (Java 21, Spring Boot 3.x, MySQL, Redis, MinIO), document parsing with Apache Tika and PaddleOCR, user roles, and features like clause-level risk detection, version control, and knowledge base management.

AI contract reviewJava 21PaddleOCR
0 likes · 6 min read
Building an AI Contract Review System with Spring AI & RAG: 2-Month Case Study
Xiaolin Talks Programming
Xiaolin Talks Programming
Jul 30, 2026 · Cloud Native

Spring Boot 3.x + Spring Cloud Kubernetes: Native Service Discovery, Config Injection & Graceful Shutdown

This production-hardened guide shows how to replace Eureka/Nacos with Kubernetes-native Service/EndpointSlice for service discovery, use ConfigMap/Secret for configuration with dynamic refresh, and implement zero-downtime deployments via preStop hooks and Spring Boot graceful shutdown — complete with RBAC hardening, fault-drill baselines, and a 7-point production checklist.

ConfigMapConfiguration ManagementKubernetes
0 likes · 16 min read
Spring Boot 3.x + Spring Cloud Kubernetes: Native Service Discovery, Config Injection & Graceful Shutdown
Xiaolin Talks Programming
Xiaolin Talks Programming
Jul 21, 2026 · Backend Development

Spring Boot 3.x AOT Compilation in Production: Principles, Pitfalls & GraalVM Native Image Benchmarks

A hands-on guide to migrating Spring Boot 3.x applications to GraalVM Native Image, covering AOT compilation principles, CI pipeline configuration, code constraints for reflection and proxies, third-party library adaptation using native-image-agent, real-world performance benchmarks showing 70x faster cold starts and 75% memory reduction at a 5-6% throughput cost, plus Kubernetes deployment and debugging strategies.

AOT CompilationCloud NativeGraalVM Native Image
0 likes · 17 min read
Spring Boot 3.x AOT Compilation in Production: Principles, Pitfalls & GraalVM Native Image Benchmarks