#best practices
288 related articles
·3 min
Connecting DeepSeek V4 API to Copilot in VSCode: A Detailed Tutorial with Two Methods
Two methods to connect DeepSeek V4 API to GitHub Copilot in VSCode: quick setup via DeepSeek for Copilot extension and fully customizable OAI extension with 1M token context window.
Read more →
·2 min
The AI-Native Era: How to Keep Up with a Constantly Moving Technical Bar
The definition of AI native is constantly shifting. This article analyzes why the bar keeps moving and offers three practical strategies to help developers build continuous adaptation capabilities.
Read more →
·3 min
Complete Guide to Pi Coding Agent: Building Customized AI Programming with Minimalist Four Tools + Extension System
In-depth guide to Pi Coding Agent: its four core tools, extension system development, Skills management, and detailed comparison with Claude Code for building customized AI programming workflows.
Read more →
·3 min
Deep Dive into Google I/O 2025's Three Major Android Developer Productivity Updates
Deep dive into Google I/O 2025's three major Android productivity announcements: Android CLI stable release, Android Skills expansion, and Android Bench model evaluations for the Agentic Development era.
Read more →
·3 min
Complete Cursor Tutorial: Core Advantages and Use Cases of the AI-Native Programming Tool
In-depth analysis of Cursor's five core features as an AI-native programming tool, comparing six key differences with traditional IDEs, covering intelligent code generation, context awareness, and multi-model support.
Read more →
·2 min
Chaos in the AI Training Industry: A Deep Dive into Clickbait and the Instructor Shortage Crisis
An AI training instructor's candid self-disclosure reveals clickbait practices, instructor shortages, and traffic anxiety in China's booming AI training industry, with tips for learners.
Read more →
·3 min
Cursor Programming Tool Deep Dive: Core Advantages and Usage Guide for This AI-Native IDE
A comprehensive analysis of Cursor AI programming tool's core features including intelligent code generation, context awareness, and multi-model switching, with a six-dimension comparison to traditional IDEs.
Read more →
·3 min
The Origin Story of Claude Code: From Internal Experiment to Programming Paradigm Shift
Deep dive into Claude Code's origin: from Anthropic's internal Labs Team prototype to a coding agent reshaping engineering productivity and the future of programming.
Read more →
·1 min
iPadOS 27 Developer Guide: A Comprehensive Breakdown of Foundation Models Framework and Core AI
Deep dive into iPadOS 27's core developer updates: Foundation Models framework, Core AI on-device inference, Siri App Intents integration, PaperKit, and free cloud policy for small developers.
Read more →
·1 min
GitHub Copilot CLI Custom Agents: Building Reusable Team Development Workflows
Explore GitHub Copilot CLI custom Agents: transform one-off terminal prompts into reusable, auditable team workflows for environment setup, CI/CD, and more.
Read more →
·2 min
Codex from Beginner to Expert: A Comprehensive Hands-On Tutorial
A comprehensive Codex tutorial covering setup, CLI interaction, agents.md config, MCP protocol, multi-agent collaboration, and building an enterprise RAG customer service system.
Read more →
·1 min
Kiro + Firebase Full-Stack Development in Practice: A Guide to Rapid App Building with Agent Skills
Explore how AWS Kiro integrates with Google Firebase Agent Skills for full-stack development, covering Firestore, Authentication, and Cloud Functions to rapidly build applications via spec-driven development.
Read more →
·2 min
Cursor Practical Project Guide: Best Practices from Simple to Complex
A systematic guide to using Cursor across project types, covering capability boundaries, rules configuration, prompting techniques, and phased development.
Read more →
·2 min
What Is Cursor? A Deep Dive into the AI-Native IDE's Core Features and Use Cases
A deep dive into Cursor's core features including AI-native design, intelligent code generation, and context awareness. Compare it with traditional IDEs across six dimensions and learn how it boosts productivity.
Read more →
·2 min
Cursor Deep Dive: Why This AI-Native Programming Tool Leads Traditional IDEs
A comprehensive analysis of Cursor AI programming tool's four core features, six-dimension comparison with traditional IDEs, covering intelligent code generation, context awareness, and multi-model support.
Read more →
·1 min
Vercel v0 Launches Browser Use: AI Autonomously Opens Apps to Debug and Fix Bugs
Vercel v0 launches Browser Use: AI can now autonomously open apps, simulate user actions, evaluate designs, and proactively fix bugs — a key leap from code generator to full-stack dev partner.
Read more →
·1 min
It's Only a Matter of Time Before Top Companies Fully Embrace AI
Analyzing the inevitable trend of top companies fully adopting AI, exploring how competitive pressure, talent mobility, and mature infrastructure accelerate AI adoption.
Read more →
·1 min
Deep Dive into Cursor: How an AI-Native IDE Differs from Traditional Code Editors
A comprehensive analysis of Cursor AI IDE's core features, intelligent code generation, and context awareness vs traditional editors in completion, debugging, and refactoring.
Read more →
·2 min
How OpenAI's Finance Team Does 100% of the Work with 20% of the Headcount
OpenAI's finance head Stacie Faggioli reveals how her AI-native team does 100% of the work with just 20% of typical headcount, using Agents, ChatGPT for Excel, and Codex.
Read more →
·2 min
Root Causes of Long-Running AI Agent Failures and a Five-Layer Architecture for Control
Analyze the three root causes of long-running AI Agent failures — state loss, planning drift, and verification failure — with a five-layer architecture solution and six actionable engineering rules.
Read more →