macrozheng
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macrozheng

Dedicated to Java tech sharing and dissecting top open-source projects. Topics include Spring Boot, Spring Cloud, Docker, Kubernetes and more. Author’s GitHub project “mall” has 50K+ stars.

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Latest from macrozheng

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macrozheng
macrozheng
Apr 30, 2026 · Operations

How AI-Powered Arthas with MCP Transforms Online Issue Diagnosis

The article explains how integrating Arthas with the Model Context Protocol (MCP) enables AI-driven, natural‑language troubleshooting of Java‑based online incidents, offering step‑by‑step diagnostics, concrete case studies, and a balanced view of its advantages and current limitations.

AI debuggingArthasJava
0 likes · 11 min read
How AI-Powered Arthas with MCP Transforms Online Issue Diagnosis
macrozheng
macrozheng
Apr 29, 2026 · Artificial Intelligence

Claude Code in VSCode: A Powerful, Context‑Aware AI Coding Companion

The article walks through installing and configuring the Claude Code extension for VSCode, explains how it adds context‑aware code understanding, visual chat, multiple editing modes and effort levels, shows model switching via CC Switch, and compares its rich features to the limited CLI‑only Anthropic plugin for IntelliJ IDEA.

AI coding assistantClaude CodeIDE plugin
0 likes · 4 min read
Claude Code in VSCode: A Powerful, Context‑Aware AI Coding Companion
macrozheng
macrozheng
Apr 27, 2026 · Artificial Intelligence

Unlock Claude Code’s Full Potential with the 46k‑Star Best‑Practice Repo

This article introduces the open‑source "claude-code-best-practice" repository, which aggregates core concepts, popular features, development workflows, and 87 concrete tips for Claude Code, helping both newcomers and experienced users fully leverage the AI coding assistant.

AI coding assistantBest PracticesClaude Code
0 likes · 4 min read
Unlock Claude Code’s Full Potential with the 46k‑Star Best‑Practice Repo
macrozheng
macrozheng
Apr 25, 2026 · Backend Development

A 3‑Year‑Proven Universal Multi‑Account Login Architecture

The article details a comprehensive multi‑account unified login design—including phone‑number registration, optional password login, third‑party integrations, a split user‑basic and user‑auth data model, its pros and cons, and a one‑click mobile number authentication flow—offering practical insights from three years of production use.

AuthenticationDatabase Designlogin
0 likes · 14 min read
A 3‑Year‑Proven Universal Multi‑Account Login Architecture
macrozheng
macrozheng
Apr 21, 2026 · Backend Development

Why Process Orchestration Is Essential for Scalable Backend Systems

The article explains how excessive if‑else branching in a middle‑platform backend leads to maintenance nightmares, and demonstrates how a workflow engine combined with a plugin extension mechanism provides clean code isolation, flexible business extensions, and reliable execution flow.

backendcode isolationplugin architecture
0 likes · 6 min read
Why Process Orchestration Is Essential for Scalable Backend Systems
macrozheng
macrozheng
Apr 19, 2026 · Artificial Intelligence

How a Beijing Dumpling Shop Turned Its Menu into an Open‑Source AI Skill

A Beijing dumpling restaurant has open‑sourced an AI Skill that lets assistants query its location, menu, Wi‑Fi password and more via the MCP protocol, and the article explains the skill’s capabilities, technical implementation, and step‑by‑step usage instructions.

AI SkillChatbot IntegrationMCP protocol
0 likes · 5 min read
How a Beijing Dumpling Shop Turned Its Menu into an Open‑Source AI Skill
macrozheng
macrozheng
Apr 18, 2026 · Fundamentals

Why Linux (Deepin) Can Replace Windows: A Real‑World User Experience

The author shares a two‑year experience with the Deepin Linux distribution, highlighting its polished graphical desktop, extensive development tool support, seamless communication apps, ability to run Android apps via xDroid, and numerous advantages such as efficient package management, command‑line power, low resource usage, and freedom compared to Windows.

Android AppsCommand LineDesktop Environment
0 likes · 8 min read
Why Linux (Deepin) Can Replace Windows: A Real‑World User Experience
macrozheng
macrozheng
Apr 17, 2026 · Operations

Supercharge Parallel AI Development with Git WorkTree

This guide shows how to use Git WorkTree to let multiple AI assistants work on separate features of a takeout app simultaneously, avoiding file conflicts and simplifying merging by creating parallel work directories, with step‑by‑step commands and tips for conflict resolution.

AI codingCommand LineGit
0 likes · 8 min read
Supercharge Parallel AI Development with Git WorkTree
macrozheng
macrozheng
Apr 12, 2026 · Backend Development

Why a Simple HashMap Bug Crashed Our High‑Concurrency Service and How to Fix It

A senior architect introduced a high‑concurrency monitoring feature that used ConcurrentHashMap, but missing equals/hashCode and non‑atomic updates caused massive memory leaks and race conditions, leading to a post‑mortem that highlights proper key implementation, atomic map operations, and cautious synchronization.

ConcurrentHashMapJavaMemoryLeak
0 likes · 7 min read
Why a Simple HashMap Bug Crashed Our High‑Concurrency Service and How to Fix It