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

77 recent articles
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.

CTEMySQLSQL
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.

AgentComparisonJava
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.

GPUJavaOCR
0 likes · 10 min read
Deep Dive into an Asynchronous Spring Boot + Tesseract OCR Pipeline for Invoice Recognition
SpringMeng
SpringMeng
Feb 27, 2026 · Backend Development

How to Use IntelliJ IDEA Diagrams to Explore Java Inheritance and Source Code

This guide shows how to leverage IntelliJ IDEA's diagram feature to visualize inheritance and interface relationships of Java classes, prune irrelevant nodes, inspect members, filter visibility, add additional classes, and quickly jump to source code, making code navigation far more efficient.

DiagramsIDE TipsIntelliJ IDEA
0 likes · 5 min read
How to Use IntelliJ IDEA Diagrams to Explore Java Inheritance and Source Code
SpringMeng
SpringMeng
Feb 26, 2026 · Databases

Why Choose MySQL When PostgreSQL Offers So Many Advantages?

The article analyzes why many leading Chinese tech firms adopt PostgreSQL despite MySQL’s popularity, detailing PostgreSQL’s richer data types, native sequence support, extensible ecosystem, advanced monitoring tools, robust replication, open‑source licensing, and MVCC implementation, while also acknowledging MySQL’s strengths in simple deployment and read‑heavy workloads.

Database ComparisonExtensionsMVCC
0 likes · 9 min read
Why Choose MySQL When PostgreSQL Offers So Many Advantages?
SpringMeng
SpringMeng
Feb 21, 2026 · Backend Development

How to Elegantly Implement an Online User Count with Redis ZSET

This article explains how to build a real‑time online user counter by identifying users via tokens or browser fingerprints, storing them in a Redis sorted set, and using ZADD, ZRANGEBYSCORE, ZREMRANGEBYSCORE and ZREM commands to add, query, and clean the data.

BackendFingerprintJSJava
0 likes · 7 min read
How to Elegantly Implement an Online User Count with Redis ZSET