#Dify
560 related articles
Tutorials·4 min
Cursor + Codex Dual-IDE Collaboration: A Practical Methodology for Open-Source Project Customization
A complete methodology for open-source project customization based on real-world experience, detailing the Cursor+Codex dual-IDE workflow, seven-stage process, MVP validation, and AI source code reading techniques.
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Tutorials·2 min
Cursor Multi-Agent in Practice: Building a Full-Stack Next.js Blog in 50 Minutes
Build a full-stack blog in 50 minutes using Cursor IDE's multi-Agent mode with Next.js, Clerk auth, and Supabase. Learn the 4-phase AI Agent workflow and key integration pitfalls.
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Tutorials·3 min
Building an AI Software Factory from Scratch: A Cursor Engineer's Hands-On Experience with Multi-Agent Collaboration
Cursor engineer Eric shares practical insights on building an AI software factory: automation levels, guardrail design, parallel Agent management, and scaling to 1000+ Agents for 24/7 development.
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Tutorials·2 min
Building a Financial Analysis Agent with Cursor + MCP: From Architecture Design to Production Deployment
A complete guide to building a financial analysis Agent system from scratch using Cursor AI and MCP protocol, covering three-layer architecture design, MCP Server development, and production deployment.
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Tutorials·2 min
Getting Started with RAG: What Is Retrieval-Augmented Generation and How Does It Solve LLM Hallucination?
RAG (Retrieval-Augmented Generation) is the core solution for LLM hallucination. Learn RAG concepts, how it works, three causes of hallucination, and the complete learning path from basics to Knowledge Graph RAG.
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Product Reviews·2 min
Qoder vs Cursor Real-World Comparison: Which $20/Month AI IDE Is Better?
Hands-on comparison of Qoder vs Cursor AI IDEs: Agent autonomy, human interaction count, and architecture decisions. Qoder needed only 2 interactions vs Cursor's 8.
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Product Reviews·2 min
Cursor Cloud Agent Demo: Eliminating Bottlenecks Across the Entire Software Development Lifecycle
Deep analysis of Cursor's Cloud Agent demo showing how cloud VMs, automated test artifacts, and a full-chain control plane systematically eliminate human bottlenecks across the software development lifecycle.
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Product Reviews·1 min
Cursor 3.0 Deep Dive: Multi-Agent Parallelism, Design Mode, and Best-of-N Model Comparison
Cursor 3.0 evolves from an AI coding assistant into an Agent fleet command center. Explore multi-agent parallelism, Design Mode, and Best-of-N model comparison.
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Product Reviews·1 min
Cursor 3.0 Deep Dive: Multi-Agent Parallelism, Design Mode & Best-of-N Model Comparison
Cursor 3.0 evolves from an AI coding assistant into an Agent fleet command center. Deep dive into multi-agent parallelism, Design Mode, and Best-of-N model comparison.
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Tutorials·1 min
ESP-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.
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Product Reviews·2 min
11 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.
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Deep Dives·3 min
Deep 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.
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Tutorials·3 min
How 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.
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Product Reviews·1 min
Claude 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.
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Tutorials·3 min
AI-Powered Frida Reverse Engineering: Efficient Packet Capture in One Shot
A detailed guide on AI+Frida reverse engineering for packet capture, from decompilation to auto-generated Hook scripts, capturing encrypted protocol plaintext in four steps.
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Product Reviews·2 min
Codex vs Claude Code vs Cursor: A Practical Comparison and Selection Guide for the Three AI Coding Giants
In-depth comparison of Codex, Claude Code, and Cursor: pricing, stability, and capability differences. Codex excels at UI, Claude Code at logic, Cursor at ecosystem maturity. Includes practical selection guide.
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Tutorials·2 min
A Single .md File Reduced AI Coding Errors from 41% to 3%
A viral GitHub project uses just 65 lines in a .md rules file with 12 coding principles to reduce AI programming errors from 41% to 3%. Learn the four golden rules and 8 advanced techniques.
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Deep Dives·2 min
Five Core Differences Between Claude Code and Regular AI Chat
A detailed comparison of Claude Code vs regular AI chat across five dimensions: interaction, context understanding, execution, memory, and tool integration.
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Tutorials·2 min
Practical Guide to Claude Code Plan Mode and Auto Accept Mode
A detailed guide to Claude Code's two core features: Plan Mode and Auto Accept mode, with a dark mode implementation demo showing efficient and safe AI-assisted development.
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Tutorials·2 min
Claude Code in Action: Building a Movie Data Scraping & Display System from Scratch in 30 Minutes
A Bilibili creator used Claude Code to build a complete movie data system in 30 minutes, covering scraping, database, Spring Boot backend, and Vue frontend with practical insights on anti-scraping and model selection.
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