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

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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 13, 2026 · Artificial Intelligence

Why the New “Large‑Model Post‑Processing Engineer” Is the Most Ironic Job of the AI Era

The article analyzes how large language models can quickly generate 80%‑complete code but still produce numerous hidden bugs, missing product logic, context, and safety checks, creating a new high‑value role—post‑processing engineers—who must bridge the gap to production‑ready, reliable software.

AIAgentSoftware Engineering
0 likes · 9 min read
Why the New “Large‑Model Post‑Processing Engineer” Is the Most Ironic Job of the AI Era
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.

AgentJavaRAG
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.

GPUJavaKubernetes
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 TipsInheritance
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.

MVCCMySQLOpen Source
0 likes · 9 min read
Why Choose MySQL When PostgreSQL Offers So Many Advantages?