[KongchangAI]

Tutorials

1401 articles

The Complete Guide to Claude Code's Extension System: A Five-Layer Architecture That Doubles Development Efficiency
Tutorials
·4 min

The Complete Guide to Claude Code's Extension System: A Five-Layer Architecture That Doubles Development Efficiency

Deep dive into Claude Code's five-layer extension architecture: Claude.md memory, Skills, MCP services, Subagents, and Hooks. Master the Rule of Three and golden combinations to systematically boost AI coding efficiency.

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LangChain Unified Interface in Practice: A Guide to Avoiding Model Invocation Pitfalls
Tutorials
·3 min

LangChain Unified Interface in Practice: A Guide to Avoiding Model Invocation Pitfalls

A detailed comparison of LangChain's two model invocation approaches, focusing on init_chat_model unified interface usage and tips for avoiding DeepSeek V4 Pro Thinking Mode pitfalls in Agent scenarios.

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Complete Guide to Claude Code GitHub Integration and Hooks
Tutorials
·3 min

Complete Guide to Claude Code GitHub Integration and Hooks

A detailed guide to Claude Code's GitHub integration for automated PR reviews and Issue fixes, plus the Hooks mechanism for injecting custom logic into AI workflows.

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Claude Code Hooks Configuration & Plugin Recommendations: Cross-Session Memory and Automation in Practice
Tutorials
·3 min

Claude Code Hooks Configuration & Plugin Recommendations: Cross-Session Memory and Automation in Practice

In-depth guide to Claude Code Hooks event-driven mechanism and configuration, featuring CloudMemory, Everything Claude Code, and other popular plugins for automated dev workflows.

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Claude Code Hooks Explained: Build Your Own Automated Development Inspector
Tutorials
·3 min

Claude Code Hooks Explained: Build Your Own Automated Development Inspector

Deep dive into Claude Code Hooks' four core use cases: intercepting dangerous operations, auto change logging, code review, and automated testing. Learn Command, Prompt, and Agent Hook types.

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Getting Started with Cursor Hooks: Master Automated Workflow Configuration in 5 Minutes
Tutorials
·3 min

Getting Started with Cursor Hooks: Master Automated Workflow Configuration in 5 Minutes

Learn Cursor Hooks structure, configuration, and practical use. From trigger events and matchers to scripting permission popups, auto-testing, and more.

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Getting Started with Codex from Scratch: Why It's a Better Fit Than Claude Code for Most People
Tutorials
·4 min

Getting Started with Codex from Scratch: Why It's a Better Fit Than Claude Code for Most People

In-depth comparison of OpenAI Codex vs Claude Code covering account stability, usage quotas, browser control, and automation — helping you get started with this all-in-one AI Agent desktop tool.

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Goodbye Excel: Building a Financial Portfolio App with AI Coding Tool Codex
Tutorials
·3 min

Goodbye Excel: Building a Financial Portfolio App with AI Coding Tool Codex

See how finance professionals use AI coding tool Codex to build a portfolio management app with security master data, trade entry, and EOD valuation from a single natural language prompt.

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Building a Match-3 Game with AI and Letting the Agent Play It: A Complete Hands-On Walkthrough
Tutorials
·3 min

Building a Match-3 Game with AI and Letting the Agent Play It: A Complete Hands-On Walkthrough

A front-end dev uses Godot + MCP to let AI build a Match-3 game from scratch, then designs a decoupled architecture for an Agent to play it autonomously with self-improving strategies.

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Complete Guide to Claude Code Hooks: Five Trigger Points & Practical Configuration Walkthrough
Tutorials
·2 min

Complete Guide to Claude Code Hooks: Five Trigger Points & Practical Configuration Walkthrough

Deep dive into Claude Code Hooks' five trigger points (PreToolUse, PostToolUse, OnToolError, Notification, OnPrompt) with a practical file deletion protection example to build efficient automated dev workflows.

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OpenClaw + Claude Code Token-Saving Guide: Zero-Polling with Hooks Callbacks
Tutorials
·3 min

OpenClaw + Claude Code Token-Saving Guide: Zero-Polling with Hooks Callbacks

How to solve high Token consumption when OpenClaw calls Claude Code. Achieve zero-polling with Stop Hook and Session End dual callbacks, combined with Agent Teams for fully automated dev workflows.

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Deep Dive into a 198-Hour Python Zero-to-Hero Course: Is This Learning Path Worth Following?
Tutorials
·3 min

Deep Dive into a 198-Hour Python Zero-to-Hero Course: Is This Learning Path Worth Following?

In-depth analysis of a 198-hour Python+AI beginner course: breaking down its structure, learning path, and projects with honest pros, cons, and study tips.

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Windsurf Wave 3 Hands-On: Building a Professional Landing Page with AI from Scratch
Tutorials
·3 min

Windsurf Wave 3 Hands-On: Building a Professional Landing Page with AI from Scratch

Hands-on review of Windsurf Wave 3 showing how to build an AI services landing page from scratch. Covers multi-model switching, drag-and-drop image input, Claude 3.5 Sonnet code generation, and WordPress embedding.

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Enterprise Claude Code Workflows: Five Core Components for Taming Million-Line Codebases
Tutorials
·3 min

Enterprise Claude Code Workflows: Five Core Components for Taming Million-Line Codebases

Deep dive into Anthropic's enterprise Claude Code deployment: CLAUDE.md layering, Hooks, Skills, Plugins, and MCP servers for million-line codebases.

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The Complete Evolution of a Quantitative Trading System: From Multi-User Isolation to AI Trading Agent in Practice
Tutorials
·2 min

The Complete Evolution of a Quantitative Trading System: From Multi-User Isolation to AI Trading Agent in Practice

A detailed walkthrough of a quant trading system's evolution: multi-user isolation, audit logging, strategy analysis, trading experience system, AI Agent decision-making, and LLM gateway design.

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oMLX + MTP + Qwen3.6: Local AI Coding Speed Breaks New Records
Tutorials
·3 min

oMLX + MTP + Qwen3.6: Local AI Coding Speed Breaks New Records

Using oMLX with MTP and Qwen3.6 35B on Apple Silicon Mac to achieve 86.7 tokens/s local coding speed, building a full-stack app in under 5 minutes.

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Can You Really Transition to AI/LLM in Three Months? A Deep Dive into the Learning Roadmap
Tutorials
·3 min

Can You Really Transition to AI/LLM in Three Months? A Deep Dive into the Learning Roadmap

Deep dive into a popular 3-month AI/LLM transition roadmap: from Python basics and Prompt engineering to LangChain, RAG, Agents, and hands-on projects, with realistic time estimates and pitfall warnings.

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OpenRouter Free Models Tutorial: Accessing 28 Free AI Models & Deep Dive into the AI Market Landscape
Tutorials
·3 min

OpenRouter Free Models Tutorial: Accessing 28 Free AI Models & Deep Dive into the AI Market Landscape

Guide to OpenRouter's 28 free AI models with API setup, covering GPT-OSS 120B, DeepSeek V4 Flash, and leaderboard insights into the AI model market landscape.

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