[KongchangAI]

#AI编程

7742 related articles

Zero-Code Website Tutorial: Build a Personal Homepage with Trae + GitHub Pages
Tutorials
·2 min

Zero-Code Website Tutorial: Build a Personal Homepage with Trae + GitHub Pages

Learn how to build a free personal website using the AI tool Trae and GitHub Pages with zero coding. Generate and deploy your site through natural language conversation.

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NestJS + LangChain + Tauri 2: A Practical AI Full-Stack Development Solution
Tutorials
·2 min

NestJS + LangChain + Tauri 2: A Practical AI Full-Stack Development Solution

An enterprise AI full-stack solution using NestJS, LangChain, LangGraph, and Tauri 2, covering AI service platforms, multi-agent orchestration, RAG, and cross-platform delivery for frontend developers.

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OpenClaw Agent Architecture in Practice: Skills System Deployment & LangChain Reproduction Guide
Tutorials
·2 min

OpenClaw Agent Architecture in Practice: Skills System Deployment & LangChain Reproduction Guide

Deep dive into OpenClaw's industrial-grade Agent architecture with its three-layer design, pluggable Skills system, and memory management. Includes a step-by-step LangChain reproduction guide with an enterprise HR assistant example.

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AI Agent Architecture Explained: Core Components, Four Major Frameworks, and Chain-of-Thought Techniques
Deep Dives
·2 min

AI Agent Architecture Explained: Core Components, Four Major Frameworks, and Chain-of-Thought Techniques

Deep dive into AI Agent architecture covering core components, AutoGPT, BabyAGI, HuggingGPT, LlamaIndex frameworks, and Chain-of-Thought techniques like CoT, CoT-SC, and ToT.

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AI Agent Auto-Generates Test Cases in Practice: A Hands-On Guide with MCP Server and Dify
Tutorials
·2 min

AI Agent Auto-Generates Test Cases in Practice: A Hands-On Guide with MCP Server and Dify

Learn AI agent architecture (LLM + workflow + knowledge base), compare tools like Dify and LangChain, and use MCP Server to auto-generate test cases.

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LangChain Unified Interface in Practice: init_chat_model Usage & DeepSeek Troubleshooting Guide
Tutorials
·2 min

LangChain Unified Interface in Practice: init_chat_model Usage & DeepSeek Troubleshooting Guide

Guide to LangChain's init_chat_model unified interface vs model classes, with DeepSeek V4 Pro thinking mode fix, multi-provider switching tips, and AI Agent integration practices.

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How Frontend Engineers Can Systematically Build AI Agent Architecture Skills
Tutorials
·2 min

How Frontend Engineers Can Systematically Build AI Agent Architecture Skills

How frontend engineers can move beyond API calls to build production AI systems — covering streaming output, BFF layers, RAG pipelines, and Agent orchestration with LangChain.js/LangGraph.js.

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Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules
Tutorials
·2 min

Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules

Build an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.

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Trae AI for STM32 Development: LED Blink Compiles First Try with Zero Bugs
Product Reviews
·3 min

Trae AI for STM32 Development: LED Blink Compiles First Try with Zero Bugs

Hands-on test using Trae AI for STM32 MCU development: from CubeMX project setup to LED blink, code compiles first try with zero errors. Full workflow and capability analysis.

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LLM Agent Development Learning Path: A Three-Step Practical Guide from Zero to Freelancing
Tutorials
·2 min

LLM Agent Development Learning Path: A Three-Step Practical Guide from Zero to Freelancing

A systematic three-step learning path for LLM Agent development: from Prompt Engineering and API calls, to RAG and vector databases, to ReAct and multi-agent systems.

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Trae vs Qoder vs CodeBuddy: In-Depth Comparison of China's Top AI Coding Tools in 2025
Product Reviews
·1 min

Trae vs Qoder vs CodeBuddy: In-Depth Comparison of China's Top AI Coding Tools in 2025

In-depth comparison of ByteDance's Trae, Alibaba's Qoder, and Tencent's CodeBuddy—covering core capabilities, use cases, and target users with detailed analysis to help you pick the best AI coding assistant.

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Trae Local Windows Log Analysis in Practice + Fedora 44 Desktop Experience Review
Product Reviews
·2 min

Trae Local Windows Log Analysis in Practice + Fedora 44 Desktop Experience Review

Hands-on with ByteDance's Trae AI tool for local Windows BSOD log analysis, plus a deep-dive review of Fedora 44's desktop experience including RDP support.

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Trae IDE + Image-Color AI Programming in Practice: Complete Workflow for Automated Image Finding and Clicking
Tutorials
·2 min

Trae IDE + Image-Color AI Programming in Practice: Complete Workflow for Automated Image Finding and Clicking

Complete walkthrough of Trae IDE agent configuration and image-color automation plugin development, demonstrating AI-written image finding, ORB algorithm switching, and auto-clicking features.

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Full-Stack Development for Beginners in the AI Era: Don't Write Code — Learn to Manage It
Tutorials
·3 min

Full-Stack Development for Beginners in the AI Era: Don't Write Code — Learn to Manage It

AI coding tools make code generation easy, but a huge gap remains between code and product. This article breaks down frontend, backend, and DevOps stacks, exploring how beginners can manage code with AI.

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Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)
Tutorials
·2 min

Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)

Complete guide to downloading, installing, and configuring ByteDance's Trae AI coding tool. Free built-in LLMs like DeepSeek for AI-assisted Python programming.

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Trae Download, Installation & Configuration Guide: Get Started with AI Programming from Scratch
Tutorials
·2 min

Trae Download, Installation & Configuration Guide: Get Started with AI Programming from Scratch

Complete guide to downloading, installing, and configuring ByteDance's Trae AI editor. Free built-in LLMs, VS Code compatible, Chinese language support — ideal for developers and Python beginners.

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EasyClick Multi-IDE Collaborative Programming in Practice: Three Approaches to Double Your Development Efficiency
Tutorials
·2 min

EasyClick Multi-IDE Collaborative Programming in Practice: Three Approaches to Double Your Development Efficiency

Three multi-IDE collaboration strategies for EasyClick development: UI/script separation, plugin modules, and modular splitting. Combine Trae, Lingma, Cursor to break single-IDE limitations.

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Claude Skills Tutorial: Building an AI Agent Skill System from Scratch
Tutorials
·2 min

Claude Skills Tutorial: Building an AI Agent Skill System from Scratch

Learn to build AI Agent Skills for Claude Code: skill.md writing, script integration, image generation workflows, and reusable skill architecture from scratch.

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