# ROS

Comprehensive Review of 10 Mainstream AI Coding Tools: How to Choose from Cursor to Claude Code

In-depth comparison of 10 AI coding tools including GitHub Copilot, Cursor, Claude Code, and Windsurf, analyzed across features, target users, and pricing to help developers choose the right AI assistant.

Windsurf AI Game Development Test: Wor…

Windsurf AI Game Development Test: Worst Performer Among Four Tools

Real-world test of Windsurf AI for 2D Super Mario game development: frequent timeouts, poor code quality, nearly an hour with persistent issues. Ranked last among DeepSeek, ChatGPT Codex, and GitHub Copilot.

Bolt + Expo in Practice: A Complete Tu…

Bolt + Expo in Practice: A Complete Tutorial on Developing Mobile Apps with AI-Generated Code

Complete guide to building mobile apps with Bolt and Expo: AI code generation, local debugging, EAS cloud builds, and App Store deployment steps explained.

Full Breakdown: Building an APP with A…

Full Breakdown: Building an APP with AI and Publishing to the App Store in 45 Minutes

How to use Cursor AI to develop an iOS APP in 45 minutes and publish it to the App Store, covering backend API development, iOS frontend, debugging tips, and effective AI communication methods.

Vibe Engineering in Practice: AI Evolv…

Vibe Engineering in Practice: AI Evolves from Code Generator to Programming Teammate

A deep dive into Vibe Engineering principles: context engineering, sub-agent collaboration, autonomous testing loops, plus OpenAI's case study of a 12-hour Kotlin-to-Rust rewrite.

pnpm Monorepo Full-Stack AI Engineerin…

2026年6月1日·2 min

pnpm Monorepo Full-Stack AI Engineering in Practice: Building a Multimodal Conversation System

Learn how to build a full-stack multimodal AI conversation system using pnpm Monorepo architecture, covering local model integration, image understanding, and streaming chat.

Review of a 648-Episode Complete Pytho…

Review of a 648-Episode Complete Python Tutorial: Is It Worth Learning from Zero to AI Applications?

In-depth review of a 648-episode Python tutorial on Bilibili, analyzing its three-stage course structure, resource quality, and learning effectiveness with practical study tips for beginners.

Building an AI Behavior Tree from Scra…

Building an AI Behavior Tree from Scratch: Python Window Capture Module Development Log

Detailed development log of a window capture module for an AI behavior tree game automation project, covering Python environment setup, OOP refactoring, and modular architecture design.

Red Alert Biochem Desert Map Guide: Bu…

Red Alert Biochem Desert Map Guide: Bunker Rush Mining & Economic Suppression Tactics

Complete Red Alert Biochem Desert map guide covering Bunker Rush openings, gem ore control, harvester hunting tactics, and late-game strategies for economic domination.

Industry Insights

Qoder's Context Engineering in Practic…

Qoder's Context Engineering in Practice: Four-Layer Retrieval Engine and Memory System Architecture

Deep analysis of Qoder's (Tongyi Lingma international edition) context engineering architecture, including its four-layer retrieval engine, memory engine, context caching, and core product design.

Cursor + Claude 3.7 Sonnet Coding Test…

Cursor + Claude 3.7 Sonnet Coding Test: Four Side-by-Side Comparisons Reveal Stunning Improvements

Hands-on comparison of Claude 3.7 Sonnet vs 3.5 in Cursor across four front-end tasks, revealing dramatic improvements in requirement understanding, UI aesthetics, and multimodal recognition.

Context Engineering in Practice with C…

Context Engineering in Practice with CodeBuddy IDE: Two Rule Files to Generate Apps with a Single Sentence

Learn how to apply Context Engineering in CodeBuddy IDE using two custom rule files — a Requirements-to-TODO-LIST engine and a Project Execution engine — to generate complete apps with a single sentence.

Ruflo: A Multi-Agent Orchestration Sol…

Ruflo: A Multi-Agent Orchestration Solution That Turns Claude Code into a 100-Person AI Team

Ruflo is an open-source multi-agent orchestration platform that upgrades single-threaded Claude Code into a distributed AI dev team with 100+ specialized Agents and a SANA self-learning engine.

Tech Frontiers

Kiro Stops Providing Claude Model Serv…

Kiro Stops Providing Claude Model Services to Chinese Users: Impact and Alternatives

Kiro officially stops providing Claude models and Auto Agent to Chinese users. Learn about the impact, official alternatives, refund policies, and practical strategies for affected developers.

Industry Insights

Should Custom Software Teams Go All-In…

2026年5月31日·3 min

Should Custom Software Teams Go All-In on LLMs? ChatGPT Itself Gave the Answer

Should custom software teams go all-in on LLMs? Through a deep conversation with ChatGPT, we analyze scenario selection, Token costs, and industry fit to provide a rational decision framework for ToB developers.

Agent Memory: Giving AI Coding Agents …

Agent Memory: Giving AI Coding Agents Persistent Memory Across Sessions

Agent Memory is an open-source local memory layer providing persistent, cross-session, cross-tool long-term memory for AI coding agents like Claude Code, Cursor, and Codex.

Cursor Composer 2.5 Hands-On: An AI Co…

Cursor Composer 2.5 Hands-On: An AI Coding Model That's Faster and 10x Cheaper

Hands-on review of Cursor Composer 2.5's Agent view, Plan mode, and right panel features. Coding ability matches Claude and GPT top models at up to 10x lower cost with significantly faster speed.

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Tech Frontiers

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Google Gemini Spark launches for AI Ultra subscribers. This intelligent action assistant works across apps, shifting AI from information provider to task executor. Deep dive into its capabilities and competitive edge.

Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained

Tech Frontiers

Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained

Google Gemini Drops brings a complete interface redesign and Gemini Spark 24/7 intelligent agent assistant. Deep analysis of the upgraded experience, agentic AI capabilities, and competition with ChatGPT and Copilot.