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
Apr 19, 2026 · Artificial Intelligence

Build a LangChain AI Agent in 20 Minutes: Step‑by‑Step Guide

This tutorial walks through creating a LangChain‑based AI agent by covering model integration, tool definition with @tool, short‑ and long‑term memory handling via checkpointers and vector stores, and assembling everything with create_agent, middleware, and code examples for a functional travel assistant.

AI AgentLangChainLangGraph
0 likes · 16 min read
Build a LangChain AI Agent in 20 Minutes: Step‑by‑Step Guide
SpringMeng
SpringMeng
Apr 17, 2026 · Backend Development

Smart Agriculture System: Remote Mini‑Program Control and Real‑Time Dashboard

Programmer Xiao Meng details the design and implementation of a smart agriculture platform that uses a WeChat mini‑program for remote hardware control, a web‑based dashboard for real‑time monitoring, and a full stack of Spring Boot, Vue, UniApp, MQTT and TDengine technologies.

MQTTSmart AgricultureTDengine
0 likes · 11 min read
Smart Agriculture System: Remote Mini‑Program Control and Real‑Time Dashboard
SpringMeng
SpringMeng
Apr 14, 2026 · Frontend Development

How to Build Modern Java Desktop Apps with Shadcn UI, React, and JxBrowser

This article explains why traditional Java UI toolkits fall short, then walks through a complete solution that embeds a React + shadcn/ui front‑end inside a Java desktop window using JxBrowser, covering window creation, resource loading for dev and production, and two Java‑Web communication strategies (JS‑Java bridge and Protobuf + gRPC).

JavaJxBrowserProtobuf
0 likes · 7 min read
How to Build Modern Java Desktop Apps with Shadcn UI, React, and JxBrowser
SpringMeng
SpringMeng
Apr 13, 2026 · Artificial Intelligence

What Is Hermes, the Hot New AI Agent Everyone’s Talking About?

Hermes Agent, an open‑source MIT‑licensed AI framework from Nous Research, introduces a self‑evolving agent that automatically generates and refines skills, uses a five‑layer memory system, supports a full‑platform messaging gateway and MCP integration, and offers detailed installation and usage guidance while comparing its design to OpenClaw.

AI AgentHermes AgentMCP integration
0 likes · 13 min read
What Is Hermes, the Hot New AI Agent Everyone’s Talking About?
SpringMeng
SpringMeng
Apr 12, 2026 · Interview Experience

Insights from Interviewing Two Top Tech Talent from Leading Companies

The author shares experiences interviewing two highly skilled candidates from major tech firms, discusses the challenges of hiring in a small city, offers resume coaching feedback, and outlines the key resume elements that attract big‑company recruiters.

big techcareer advicehiring
0 likes · 3 min read
Insights from Interviewing Two Top Tech Talent from Leading Companies
SpringMeng
SpringMeng
Apr 11, 2026 · Backend Development

How a New Tech Lead Crafted an Elegant Payment System Architecture

The article breaks down the complexities of payment processing by outlining business background, decomposing the workflow into modular steps, illustrating sequence diagrams, designing data structures, and addressing related domains such as product and coupon management, while highlighting key technical challenges like TCC transactions, locking, and retry mechanisms.

TCCTransaction Managementbackend-architecture
0 likes · 8 min read
How a New Tech Lead Crafted an Elegant Payment System Architecture
SpringMeng
SpringMeng
Apr 8, 2026 · Operations

AI-Integrated Arthas: Turning Online Issue Diagnosis into One-Click Debugging

The article explains how Arthas, now integrated with the Model Context Protocol (MCP), lets AI automatically execute and interpret diagnostic commands for Java applications, offering step‑by‑step case studies, a detailed workflow, and an analysis of its strengths and limitations.

AI debuggingArthasJava
0 likes · 13 min read
AI-Integrated Arthas: Turning Online Issue Diagnosis into One-Click Debugging
SpringMeng
SpringMeng
Apr 4, 2026 · Artificial Intelligence

How to Build a Tencent IMA‑Style AI Knowledge Base for Under $3,000

This article details a cost‑effective AI knowledge‑base project that replicates Tencent IMA functionality using Dify’s open‑source platform, Chinese LLMs (Qwen, DeepSeek, GLM), a Java Spring Boot backend, Vue frontend, multi‑agent orchestration, hybrid on‑premise/cloud deployment, and provides concrete cost and performance estimates.

AI knowledge baseDifyDocker
0 likes · 12 min read
How to Build a Tencent IMA‑Style AI Knowledge Base for Under $3,000
SpringMeng
SpringMeng
Mar 30, 2026 · Artificial Intelligence

Quick Start Guide to Claude Code: Master the AI-Powered Programming Assistant

This comprehensive tutorial walks you through installing, configuring, and using Claude Code, covering its tool‑use mechanism, context management, command shortcuts, custom MCP servers, and practical tips for integrating the assistant into real‑world development workflows.

AI programming assistantClaude CodeContext management
0 likes · 21 min read
Quick Start Guide to Claude Code: Master the AI-Powered Programming Assistant