#AI编程
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TutorialsThe 5-Step AI Coding Method: Build Useful Mini-Tools from Scratch with Zero Coding Experience
Master the 5-step AI coding method: think, break down requirements, generate code, debug, and deploy. Build useful tools with zero coding experience and avoid common pitfalls.
Product ReviewsKnox AI Coding Test: How an AST Context System Fixed a Bug for $0.70
Testing Knox AI's AST+semantic analysis context system vs. traditional RAG through a real Rust bug fix — 900 lines of code resolved in one interaction for under $1.
Tutorials50K RMB AI Character Dialogue Platform Architecture: Prompt Orchestration + Streaming Conversation + Billing Loop
Deep dive into a 50K RMB AI role-playing dialogue platform architecture covering Prompt orchestration, streaming conversation state machines, and AI billing closed loops.
Tech FrontiersWeChat Mini Program Global Challenge Finals: Youth Using AI to Solve Real-World Problems
Inside the WeChat Mini Program Global Challenge Finals: youth teams compete with AI projects spanning pet care, education equity, and mental health support.
TutorialsBuilding an AI IDE from Scratch: Replicating Cursor's Core Features with Next.js
Learn how to build an AI-powered IDE like Cursor from scratch using Next.js, covering Ghost Text completions, AI Agent file operations, Web Containers, and GitHub integration.
TutorialsA Beginner's Guide to Vibe Coding: Practical Methods for AI Programming with Natural Language
A detailed guide to Vibe Coding: comparing Cursor, Trae, Bolt.new and other AI programming tools, with practical tips for using natural language to drive AI code generation from scratch.
TutorialsHands-On Tutorial: Building a Cross-Platform AI Chat Desktop App with Vue 3.5 + Electron
Build a cross-platform AI chat desktop app with Vue 3.5, Electron, and TypeScript. Integrates ERNIE Bot, Tongyi Qianwen, DeepSeek and more LLMs with Cursor AI-assisted development.
TutorialsThe Complete Guide to yfinance: Fetching Financial Data and Quantitative Analysis with Python
Complete guide to the yfinance library covering stock price retrieval, financial statements, options chains, batch downloads, and real-time data for Python quantitative analysis.
TutorialsAgentSpan in Practice: Building Persistent AI Agents in Python with Crash Recovery and Human Approval
Learn how AgentSpan enables AI Agent state persistence with crash recovery, human approval workflows, and seamless LangGraph integration. Full Python examples included.
TutorialsCursor + Codex Dual-IDE Collaboration: A 7-Step Practical Guide for Open-Source Project Customization
A practical guide to open-source project customization using Cursor and Codex dual-IDE collaboration, covering 7 key steps from source code to production delivery.
TutorialsSpring AI Getting Started Tutorial: Environment Setup, Version Requirements & Core Concepts Explained
Spring AI getting started guide covering JDK 17 setup, Spring Boot 3.4 requirements, core concepts like Chat Completion and Tokens, helping Java developers quickly build AI applications.
Deep DivesAITS Intelligent Testing Platform: How AI Agents Are Transforming Test Engineers from Script Writers to AI Commanders
Explore how AITS uses AI Agents to auto-generate test cases, self-heal scripts, and run exploratory testing — helping engineers evolve from script writers to AI testing strategists.
TutorialsSpring AI in Practice: Building a Text-to-SQL Agent Tool Chain from Scratch
Build a Text-to-SQL assistant using Spring AI Alibaba Agent Framework with a four-step Tool chain, plus solving ThreadLocal failures in stream mode with RunnableConfig.
TutorialsGemini Multimodal Agent Development in Practice: Full-Pipeline Architecture from Understanding to Generation
In-depth analysis of Google Gemini multimodal Agent development: 1M token context for multimodal understanding, native image & speech generation, Live API real-time interaction, and full Notebook LM clone architecture.
TutorialsBuilding an AI Research Assistant with Python + LangChain: Eliminating Academic Hallucinations via MCP
Build an AI research assistant with Python, LangChain, and Consensus MCP. Eliminate LLM hallucinations in academic citations using structured outputs and real-time literature retrieval.
TutorialsFastEmbed Tutorial: Installation and Practical Guide for a Lightweight Local Vector Embedding Library
A detailed guide to FastEmbed, a lightweight Python embedding library covering installation, text and image embedding usage, and seamless Qdrant vector database integration for building local AI apps without GPU.
Expert OpinionsProgramming for Fun: The Growth Secret Top Programmers Won't Tell You
Why do the best programmers treat coding as fun? This article analyzes how fun-driven programming creates compound growth in technical depth and builds irreplaceable competitive advantages in the AI era.
TutorialsPython Slack Bot Tutorial: A Complete Guide from Setup to GPT-4o Integration
Learn to build a Slack Bot with Python and slack-bolt: environment setup, Socket Mode, message handling, slash commands, and GPT-4o integration in under 50 lines of code.
TutorialsOpenClaw Deployment Tutorial: Setting Up an AI Agent + Telegram Bot on a VPS
Step-by-step tutorial on deploying the OpenClaw AI Agent on a VPS from scratch, configuring Node.js, connecting a Telegram Bot for remote interaction, with security tips and expansion ideas.
Deep DivesAI Coding Tools Keep Failing: Three Core Advantages That Keep Human Programmers Irreplaceable
AI coding tools shine on structured tasks but fail in production. Explore the three irreplaceable advantages human programmers hold and the future of human-AI collaboration.