#project-level AI coding
298 related articles
·4 min
AI Coding Skill Mechanism Explained: Making AI Work Efficiently with Professional SOP Workflows
Deep dive into the Skill mechanism in AI coding: definition, purpose, and usage. Learn how Skills differ from Agent Constitutions and enable AI to follow professional workflows for tasks like debugging, code review, and requirements analysis.
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·3 min
Codex Beginner's Guide: Lessons Learned from 660 Million Tokens of Real-World Usage
Deep dive into OpenAI Codex Agent's core features, Skill ecosystem, context compression, and project-level Harness management tips from 660M tokens of real-world usage.
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·3 min
The Four Stages of AI Coding Tool Evolution: From Code Completion to Multi-Agent Collaboration
A deep dive into the four stages of AI coding tool evolution: from code completion and chat Q&A to Agentic Coding and multi-Agent collaboration, explaining the design logic behind Claude Code, Cursor, and Codex.
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·3 min
Cursor AI Programming in Practice: A Complete Walkthrough from UI Design to Project Launch
A deep dive into Cursor AI's complete project development workflow, covering standardized prompts, UI design, code generation, and LangChain agent building.
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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
How 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.
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Tutorials·2 min
Claude Code Beginner's Guide: A Complete Workflow from Setup to Project Delivery
A detailed guide to Claude Code's core curriculum: environment setup, multi-file project management, testing standards, AI architecture review & security auditing.
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Tutorials·3 min
Practical Guide to Configuring MCP Servers and Extensions in Gemini CLI
Learn how MCP servers work in Gemini CLI and how to configure them. Step-by-step guide using Context7 and Firebase extensions to expand AI coding capabilities.
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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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Tutorials·2 min
Claude Code Hooks: The Ultimate Solution for Replacing Prompts with Deterministic Control
Deep dive into Claude Code Hooks: achieve deterministic control over code formatting, dangerous command blocking, and team config sharing via lifecycle events.
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Product Reviews·2 min
Alibaba Qoder 1.0 Hands-On Review: A Project-Level AI Programming Assistant Driven by Natural Language
Deep analysis of Alibaba Qoder 1.0's core capabilities: end-to-end development via natural language with task decomposition, file-by-file modification, and automated testing.
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Tutorials·3 min
SDD (Specification-Driven Development) in Practice: AI Programming Methodology from Cursor to Claude Code
Deep dive into SDD (Specification-Driven Development) methodology covering Cursor and Claude Code in practice—from intelligent data querying to enterprise compliance platforms across four progressive projects.
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Tutorials·2 min
Getting Started with Claude Code MCP: Connecting External Tools and Context Management Practices
A detailed guide to MCP (Model Context Protocol) in Claude Code, covering server setup, three scope configurations, context window optimization, CLI alternatives, and Skills best practices.
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Tutorials·2 min
The Complete Guide to CLAUDE.md Configuration: Give Claude Code Memory of Your Project
Complete guide to Claude Code's CLAUDE.md memory file: creation methods, content structure, hierarchy system, and practical tips to boost AI coding efficiency.
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Tutorials·2 min
Claude Code Four-Step Workflow: A Practical Guide to Explore → Plan → Code → Commit
Master the Claude Code four-step workflow: Explore project context, Plan actions, Code collaboratively, and Commit with review. Shift error correction left to dramatically boost AI coding efficiency.
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Deep Dives·2 min
Getting Started with Claude Code: Three Core Capabilities and Usage Guide
A deep dive into Claude Code's core capabilities: understanding codebases, autonomously executing commands, and searching the web. Learn key concepts like context windows and permission control.
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Tutorials·2 min
Practical Guide to Claude Code Context Management: compact, clear, and context Commands Explained
Detailed guide to Claude Code context window management: /compact, /clear, and /context commands with usage scenarios and optimization tips for AI coding productivity.
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Industry Insights·3 min
GPT 5.5 Dubbed 'Autistic Genius': Codex Downloads Surge 1397%, The Truth Behind the Developer Exodus
OpenAI CEO Altman calls GPT 5.5 an 'Autistic Genius.' Codex downloads surge 1397% to 90M while Claude Code drops 38%. Deep analysis of the developer migration driven by cost, performance, and UX.
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Tutorials·3 min
Ollama + Gemma 4 Local Codex Setup: Complete Guide to Zero-Cost AI Programming
Learn how to run Codex locally with Ollama and Gemma 4 for zero-cost AI programming. Covers installation, model selection, and real demos as an alternative to $20-200/month paid plans.
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Product Reviews·3 min
Local Claude Code Hands-On: How Well Does a Terminal Agent Make PPTs?
Hands-on test of local Claude Code with MiniMax 2.7 for creating pitch deck PPTs, exploring its precise file history rollback mechanism vs. Cursor's rollback pain points.
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