#Copilot
452 related articles
Product Reviews
Kiro vs Cursor Hands-On: Can Amazon's …
·2 min
Kiro vs Cursor Hands-On: Can Amazon's AI Coding Tool Hold Its Own?
Hands-on comparison of Amazon's Kiro vs Cursor on the same coding task, analyzing UI quality, feature completeness, and code quality to reveal the real gap.
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Deep Dives·4 min
MCP Apps Deep Dive: AI Tools Move from Text Exchange to Interactive Collaboration
Deep analysis of MCP Apps: how Anthropic and OpenAI's official MCP extension enables AI tools to return interactive UIs, solving the context gap with Human-in-the-Loop collaboration.
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Tutorials
Multi-Model AI Development in Practice…
·2 min
Multi-Model AI Development in Practice: A Guide to Unified API Gateway Architecture Design
Learn how to overcome single-model AI limitations by designing a unified API gateway architecture for multi-model collaboration, covering task routing, failover, and cost optimization strategies.
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Product Reviews
CodexPlusPlus: A Rust-Rewritten Codex …
·2 min
CodexPlusPlus: A Rust-Rewritten Codex Enhancement Tool That 10x Improves the Experience
CodexPlusPlus is a Rust-built open-source enhancement for OpenAI Codex with snippet management, multi-cursor editing, and auto login bypass. 4000+ GitHub Stars.
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Tutorials
Three Ways to Deploy Codex: Subscripti…
·3 min
Three Ways to Deploy Codex: Subscription, API Relay, and Free Alternatives Explained
Three ways to deploy OpenAI Codex: ChatGPT Plus subscription, API relay pay-as-you-go, and Kimi Code CLI as a budget alternative. Covers setup, pricing, and comparison for developers.
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Product Reviews
OpenAI Codex Deep Dive: From AI Q&A to…
·2 min
OpenAI Codex Deep Dive: From AI Q&A to AI Getting Things Done
Deep dive into OpenAI Codex: not just answering questions, but independently executing tasks and delivering results. Learn how Codex transforms AI from advisor to executor.
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Industry Insights·3 min
How Jane Street Built a Custom AI Programming Toolchain for OCaml
Jane Street's AI team details how they built a custom LLM toolchain for OCaml, covering workspace snapshot training data, RL with code evaluation, and the AID editor architecture.
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Deep Dives
Claude Opus vs. Sonnet vs. Haiku: How …
·2 min
Claude Opus vs. Sonnet vs. Haiku: How to Choose the Right Model
Compare Anthropic's Claude Opus, Sonnet, and Haiku models across intelligence, speed, and cost. Practical selection guide with multi-model routing strategies.
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Industry Insights
US vs. China AI Computer Control Diver…
·3 min
US vs. China AI Computer Control Divergence: Why Programming Tools Still Haven't Integrated GUI Agents
AI computer control success rates surpass humans, yet Cursor and Copilot still lack GUI Agent integration. Deep analysis of US product packaging vs. China's open-source ecosystem, plus three bottlenecks blocking the path to autonomous software engineers.
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Industry Insights·2 min
The Dutch Dropping Tradition: Leaving Kids in the Forest to Teach a Lesson for the Digital Age
The Dutch tradition of Dropping has teens navigate forests without phones or GPS. This seemingly hardcore approach reveals deep lessons about offline survival skills, spatial cognition, and teamwork in the AI age.
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Expert Opinions·2 min
People Who Don't Use AI to Write Code Are Becoming the 'Odd Ones Out'
AI-assisted programming has shifted from novelty to default. Over 70% of developers use AI coding tools daily. This article explores survival rules for developers in the new AI programming era.
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Tutorials
Open-Source MCP Tool: A Definitive Sol…
·2 min
Open-Source MCP Tool: A Definitive Solution to AI Coding Hallucinations
Explore the open-source MCP tool with 20K+ GitHub Stars that eliminates AI coding hallucinations by fetching real-time official docs for Cursor and VS Code.
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Tutorials
PyCharm AI Assistant Deep Dive: Local …
·2 min
PyCharm AI Assistant Deep Dive: Local Completion, Edit Mode & Practical Tips
Explore PyCharm AI Assistant's new features: free local AI completion, cloud-powered generation, Chat & Edit modes, and context management tips for Python developers.
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Tutorials
Five Core Capabilities of GitHub Copil…
·2 min
Five Core Capabilities of GitHub Copilot's MCP Integration in JetBrains
Deep dive into GitHub Copilot's MCP integration in JetBrains IDEs: Agent Mode, Sampling model scheduling, MCP Prompts, Resources context injection, and Elicitation structured dialogue guidance.
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Product Reviews
Link CC MCP Plugin: 78 Tools That Let …
·2 min
Link CC MCP Plugin: 78 Tools That Let AI Directly Control Cocos Creator to Build Games
Link CC MCP plugin integrates AI with Cocos Creator via MCP protocol, offering 78 automation tools for scene creation, node management, and component binding to build games from natural language.
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Product Reviews
Warp 2.0 Deep Dive: An AI Development …
·3 min
Warp 2.0 Deep Dive: An AI Development Environment with Multi-Agent Parallelism
Deep dive into Warp 2.0's Agent Development Environment (ADE): multi-agent parallel orchestration, terminal editor, AI coding platform, hands-on SaaS app building, and comparison with Cursor and Claude Code.
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Product Reviews·3 min
Deep Dive into the Codex Chrome Extension: How an AI Coding Assistant Breaks Beyond the Code Editor
OpenAI launches a Codex Chrome extension enabling automated actions on authenticated websites. Deep analysis of its capabilities, security design, CLI improvements, and plugin ecosystem evolution.
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Tutorials·2 min
Cursor Installation & Setup Guide: AI-Powered Python Project Development Demo
Complete guide to Cursor AI installation, interface layout, four AI modes, and a hands-on demo building a Python student management system from natural language in minutes.
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Product Reviews·2 min
14,000-Star Open Source Tool: Clone Any Website with One AI Command
Deep dive into Website Cloner, a 14,000+ Star open-source project that uses a four-step AI pipeline to clone any website into a runnable Next.js project with one command.
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Tutorials·3 min
Figma + Cursor + UniApp in Practice: Building a Complete APP with Zero Manual Coding
How to build a complete online learning platform with Figma design, Cursor AI coding, and UniApp+UniCloud — including user APP and admin system — without writing any code manually.
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