SpringMeng
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SpringMeng

Focused on software development, sharing source code and tutorials for various systems.

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Recent Articles

Latest from SpringMeng

70 recent articles
SpringMeng
SpringMeng
Mar 15, 2026 · Backend Development

Boost Your Spring Boot APIs with a DIY Anti‑Duplicate and Rate‑Limiting Starter

Guardian is a lightweight Spring Boot starter that provides independent anti‑duplicate submission and rate‑limiting modules, offering annotation and YAML configuration, multi‑dimensional key scopes, customizable response modes, Redis or local storage, and built‑in monitoring, all illustrated with step‑by‑step code examples.

AnnotationRedisSpring Boot
0 likes · 17 min read
Boost Your Spring Boot APIs with a DIY Anti‑Duplicate and Rate‑Limiting Starter
SpringMeng
SpringMeng
Mar 14, 2026 · Artificial Intelligence

How Do Skills, MCP, RAG, and Agents Relate in OpenClaw?

The article explains OpenClaw’s four‑layer architecture—Agent, Memory, RAG, and Skills—detailing how each component (including Function Call and MCP) works, how they differ from platforms like Dify, and provides practical security guidelines for running the open‑source AI agent framework.

AI AgentFunction CallMCP
0 likes · 15 min read
How Do Skills, MCP, RAG, and Agents Relate in OpenClaw?
SpringMeng
SpringMeng
Mar 9, 2026 · Databases

10 Advanced MySQL Techniques to Supercharge Query Performance

This article walks through ten high‑level MySQL tricks—including EXPLAIN analysis, advanced indexing, window functions, CTEs, JSON handling, partitioning, join optimizations, user‑defined variables, online DDL, and generated columns—showing concrete examples, performance trade‑offs, and step‑by‑step guidance for turning slow queries into lightning‑fast operations.

CTEMySQLPartitioning
0 likes · 15 min read
10 Advanced MySQL Techniques to Supercharge Query Performance
SpringMeng
SpringMeng
Mar 7, 2026 · Artificial Intelligence

LangChain4j vs Spring AI: Which Java AI Framework Is Right for Your Project?

The article compares LangChain4j and Spring AI across design philosophy, core features, ecosystem integration, community maturity, and learning curve, providing concrete code examples, a feature‑richness matrix, and practical selection guidelines to help Java developers choose the most suitable AI framework for their needs.

AI frameworksAgentComparison
0 likes · 15 min read
LangChain4j vs Spring AI: Which Java AI Framework Is Right for Your Project?
SpringMeng
SpringMeng
Mar 3, 2026 · Operations

A Lightweight Nginx Log Analyzer Worth Trying

NginxPulse is a lightweight, Docker‑friendly Nginx log analysis panel that offers real‑time PV/UV, IP lookup, multi‑site support, custom log formats, remote log pulling, and access control, with simple deployment via Docker, Docker‑Compose, or a single binary.

DockerGoNginx
0 likes · 7 min read
A Lightweight Nginx Log Analyzer Worth Trying
SpringMeng
SpringMeng
Mar 2, 2026 · Backend Development

Deep Dive into an Asynchronous Spring Boot + Tesseract OCR Pipeline for Invoice Recognition

This article presents a complete design and implementation of a high‑throughput, asynchronous OCR pipeline built with Spring Boot and Tesseract, covering distributed architecture, thread‑pool tuning, image‑preprocessing, multi‑engine recognition, data extraction strategies, Kubernetes deployment, security compliance, chaos testing, and future AI‑driven enhancements.

AsynchronousGPUJava
0 likes · 10 min read
Deep Dive into an Asynchronous Spring Boot + Tesseract OCR Pipeline for Invoice Recognition