# NPU

Cursor 2.0 in Practice: Vibe Coding Methodology & Guide to 10x Coding Efficiency

Deep dive into Cursor 2.0's Vibe Coding methodology with two real-world scenarios: full-stack site building and enterprise bug fixing using the Rules, Commands, Context architecture for 10x dev efficiency.

Interpreting OpenAI's Frontier Governa…

Interpreting OpenAI's Frontier Governance Framework: Aligning with Global AI Regulatory Trends

Deep analysis of OpenAI's Frontier Governance Framework, examining its core elements in AI safety and risk management, and how it aligns with the EU AI Act, California AI regulations, and global trends.

Harness Engineering: A Practical Guide…

Harness Engineering: A Practical Guide to AI Programming — From Prompts to Mastery

Explore the three stages of AI programming evolution: from Prompt Engineering to Context Engineering to Harness Engineering. Master enterprise-grade AI coding with Cloud Code + VS Code.

Complete Guide to Connecting Claude Co…

Complete Guide to Connecting Claude Code Desktop with DeepSeek: Zero-Barrier AI Programming Setup Tutorial

Step-by-step guide to connecting Claude Code Desktop with DeepSeek via CCSWitch middleware. No VPN or Claude account needed — set up your AI programming environment in 10 minutes.

Claude Code Desktop Installation Guide…

Claude Code Desktop Installation Guide: No Account Required + Full DeepSeek Integration Tutorial

Step-by-step guide: Install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CC Switch, and set up custom Skills for low-cost AI coding.

Deepin Code Hands-On Review: Is This C…

Deepin Code Hands-On Review: Is This China-Accessible Claude Code Alternative Worth It?

Hands-on review of Deepin Code, a China-accessible Claude Code alternative. Analyzing multi-model switching, terminal-native interaction, and whether this AI coding tool is worth trying.

EU Energy Regulation Controversy: The Tug-of-War Between Climate Policy and Tech Productivity

EU Energy Regulation Controversy: The Tug-of-War Between Climate Policy and Tech Productivity

EU AC restrictions spark backlash from tech workers over lost sleep and productivity. Explore how smart climate control and high-efficiency cooling can balance climate goals with human well-being.

Warp Bets on GPT-5.5: How AI Coding Agents Are Reshaping Open-Source Development Workflows

Warp Bets on GPT-5.5: How AI Coding Agents Are Reshaping Open-Source Development Workflows

Warp deeply integrates GPT-5.5 to build cross-environment AI coding agents spanning local terminals, cloud deployment, and open-source collaboration. Explore its architecture, open-source strategy, and differentiation from GitHub Copilot.

OpenCode vs Cursor Real-World Comparis…

OpenCode vs Cursor Real-World Comparison: Can Open-Source AI Coding Tools Really Replace Commercial Solutions?

Real-world test comparing OpenCode and Cursor building a student management system, evaluating generation speed, feature completeness, code quality, frontend styling, and bug count.

Kiro IDE In-Depth Review: Can Amazon's…

Kiro IDE In-Depth Review: Can Amazon's AI Editor Replace Cursor?

In-depth review of Amazon's Kiro IDE after one week of use, covering Spec-driven development, Vibe mode, and comparisons with Cursor and Claude Code.

MCP Apps Deep Dive: AI Tools Move from Text Exchange to Interactive Collaboration

Deep Dives

2026年5月28日·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.

Codex Team Reveals a New AI Programmin…

2026年5月28日·4 min

Codex Team Reveals a New AI Programming Paradigm: Organizational Skills Replace Coding Skills

OpenAI's Codex team shows AI programming now prioritizes organizational skills over coding. Learn the four paradigm shift signals, efficient workflows, and how developer roles are being reshaped.

CodexPlusPlus: A Rust-Rewritten Codex …

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.

AI Is Getting More Expensive: The Indu…

AI Is Getting More Expensive: The Industry Truth Behind Rising Prices for Premium Models

From $1.3M monthly token bills to rising premium AI model prices, AI isn't becoming accessible. A deep dive into the industry's two price lists, centralization trends, and what it means for everyone.

OpenAI Codex Deep Dive: From AI Q&A to…

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.

Cursor Multi-Agent Workflow: A Practic…

Cursor Multi-Agent Workflow: A Practical Guide to Main Thread & Grunt Collaboration

Learn the Cursor "Main Thread & Grunt" multi-agent workflow: use a high-tier model for complex tasks and a low-tier model for simple tasks in parallel to maximize AI coding efficiency.

AI Agents Deep Dive: The Paradigm Shift from Chat Tools to Autonomous Execution Systems

AI Agents Deep Dive: The Paradigm Shift from Chat Tools to Autonomous Execution Systems

Deep analysis of AI Agents vs LLMs, covering three evolution stages, four core architecture components, three penetration paths, multi-agent collaboration, and societal impact.

GPT 5.5 vs Claude Code vs DeepSeek V4:…

GPT 5.5 vs Claude Code vs DeepSeek V4: Hands-On Comparison of Three Top Coding Models

Hands-on comparison of GPT 5.5, Opus 4.7 (Claude Code), and DeepSeek V4 Pro through a 3D flight simulator and WebGPU shader test — covering coding ability, pricing, and real-world performance.

Cursor vs Tongyi Lingma vs Qoder: A Co…

Cursor vs Tongyi Lingma vs Qoder: A Comprehensive Comparison of Price, Performance, and Experience

In-depth comparison of Cursor, Tongyi Lingma, and Qoder across price, speed, code quality, IDE support, and Agent capabilities with selection advice.

US vs. China AI Computer Control Diver…