#AI编程
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TutorialsMCP Protocol in Practice: Building an AI Investment Analysis Agent with TradingView + Notion
A detailed guide on MCP protocol vs Skills, integrating TradingView and Notion MCPs to build an automated investment analysis Agent with market scanning, backtesting, and report generation.
TutorialsESP-IDF Extension Integrates AI Agent: Complete Embedded Build, Flash, and Debug with Natural Language
ESP-IDF VS Code extension integrates Copilot Chat Agent mode, enabling natural language build, flash, and debug with AI-powered error analysis and fix suggestions.
Product Reviews11 Best AI Agent Tools Explained: From Office Work to Coding with a Single Command
In-depth review of 11 AI Agent tools including ChatGPT Agent, Manus, and Claude Code, covering office work, academic writing, coding, and video creation scenarios.
TutorialsTrae AI Coding Tool: Installation, Setup & Beginner's Quick Start Guide
A detailed guide to installing and configuring ByteDance's Trae AI coding IDE, covering setup, interface, and core features with hands-on examples for beginners.
TutorialsClaude Code Installation & Setup: A Complete Guide to Building Your AI Coding Environment from Scratch
Complete guide to installing and configuring Claude Code, covering Node.js setup, npm installation, proxy configuration, and API key options for seamless AI coding.
Deep DivesDeep Dive into How OpenClaw (Open-Source Crayfish) AI Agent Works
Deep analysis of OpenClaw AI Agent internals: System Prompt, tool calling, SubAgents, Skill system, memory, and Context Engineering explained.
TutorialsFrom Traditional RAG to Agentic RAG: Core Principles and Implementation Guide
Deep dive into the technical differences between traditional RAG and Agentic RAG, covering offline/online pipeline principles, tool-based autonomous decision mechanisms, and a LangGraph-based Agentic RAG implementation via the ChatBox open-source project.
Product ReviewsGPT-5.1 vs Claude Sonnet 4.5 Hands-On Comparison: Coding, Writing, and Creativity Benchmarked
Hands-on comparison of GPT-5.1 vs Claude Sonnet 4.5 across long-form writing, classical poetry, front-end coding, and UI reproduction to help you pick the right AI model.
Expert OpinionsWindsurf CEO Deep Dive Interview: Speed Is the Only Moat
Windsurf CEO Varun Mohan shares insights on AI coding IDE pivots, product methodology, async Agent challenges, and differentiation strategy vs Cursor. Speed is the only moat.
TutorialsGetting Started with LangChain for Enterprise Development: Core Modules and Debugging Tools Explained
Detailed guide to LangChain core modules including prompt templates, output parsers, Chain invocation, LCEL expression language, and LangSmith tracing tools for LLM application development.
Product ReviewsGPT 5.1 vs Claude Sonnet 4.5 Hands-On Comparison: Who Wins at Reasoning, Writing, and Coding
Hands-on comparison of GPT 5.1 Thinking vs Claude Sonnet 4.5 across story writing, math reasoning, emotional support, instruction following, and coding to help you choose the right AI model.
TutorialsComplete Google AI Studio Tutorial: Interface Configuration, Model Selection & Hands-On Applications
Complete guide to Google AI Studio covering interface layout, API setup, Gemini model selection, parameter tuning, and hands-on use cases for Build, image generation, video creation, and music.
Product ReviewsClaude Haiku 4.5 Real-World Test: Failed All 5 Programming Tasks
Testing Claude Haiku 4.5 on 5 visual programming tasks including 3D modeling and physics simulation reveals systematic failures in reasoning, instruction following, and code quality.
TutorialsHow to Switch to Full-Power Claude 4 in Cursor: Enable Max Mode to Boost Your Coding Efficiency
Learn how to switch to full-power Claude Opus 4 in Cursor, enable Max mode, manage quotas, and optimize prompts to dramatically boost your AI coding efficiency.
TutorialsHow Ordinary People Can Build Products with AI Programming
AI programming tools let anyone build products, but zero-experience users still struggle. Learn why Python basics and key strategies help you direct AI effectively.
Product ReviewsClaude Haiku 4.5 Hands-On: Coding Ability Rivals Sonnet 4 at One-Third the Cost
Hands-on testing of Claude Haiku 4.5's coding ability, comparing it with Sonnet 4.5 and Opus 4.1 across weather cards, physics simulation, and 3D rendering tasks.
Industry InsightsNo Product Fits Your Needs? Building It Yourself Is the Best Starting Point for Indie Developers
Can't find a product that fits? Building from personal pain points is the best entry for indie developers. Niche needs + AI tools = rapid product creation.
TutorialsComplete Tutorial: Building AI Apps with Zero Code in Google AI Studio
Learn how to build an AI-powered planning app with zero code using Google AI Studio prompts, covering UI design, task systems, AI assistant integration, and one-click deployment.
Industry InsightsOpenAI Codex Tutorials Mass-Copied on Bilibili, Highlighting AI Content Farm Problem
At least 9 Bilibili accounts mass-published identical OpenAI Codex tutorial videos, exposing content farm operations in the AI tools space.
TutorialsClaude Code Installation Guide: Complete Setup for Terminal, VS Code, JetBrains, and Web
Complete guide to installing Claude Code on macOS, Windows terminal, VS Code, JetBrains IDEs, desktop app, and web — with setup tips and platform comparisons.