#Excel
604 related articles
Industry Insights·4 min
A Reality Check on AI Entrepreneurship: Why 'Can Build' Doesn't Mean 'Can Profit'
A deep analysis of AI entrepreneurship logic through a three-layer framework of demand matching, supply-demand dynamics, and distribution efficiency—revealing why AI lowers startup barriers but not success barriers.
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Tutorials·2 min
Claude Code Multi-Agent Orchestration: The tmux Dilemma on Windows and Solutions
Explaining how Claude Code's multi-Agent orchestration fails on Windows due to tmux incompatibility, analyzing WSL limitations, and exploring native alternatives and best practices.
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Tutorials·3 min
Complete Guide to Downloading, Installing, and Configuring Trae AI Coding Tool
Complete guide to ByteDance's free AI coding tool Trae: download, install, configure, and use with built-in Doubao, DeepSeek models. Native Chinese support, no VPN needed for developers in China.
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Product Reviews·2 min
Windsurf Integrates Devin Review: A Deep Dive into IDE-Native AI Code Review
Deep dive into Windsurf's integration of Devin Review and Quick Review—how IDE-native AI code review eliminates context switching, boosts developer efficiency, and reshapes workflows.
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Tutorials·3 min
Claude Code + Databricks Hands-On Tutorial: Natural Language-Driven Enterprise Data Analysis
A complete hands-on guide to connecting Claude Code with Databricks for natural language data queries, automated table creation, and Notebook generation.
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Tech Frontiers·3 min
Windsurf Rebrands as Devin Desktop: A Complete Breakdown of the Multi-Agent Collaborative IDE Platform
Windsurf rebrands as Devin Desktop with Agent Command Center for multi-agent management, open-source ACP protocol, and a Rust-rewritten local Agent. Full breakdown of the upgrade and platform strategy.
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Tech Frontiers·1 min
Opus 4.7 Fast Mode Lands on Windsurf: 2.5x Speed Boost with No Loss in Intelligence
Claude Opus 4.7 fast mode launches on Windsurf with ~2.5x speed boost while maintaining full intelligence. Analysis of its impact on AI-assisted coding and Windsurf's competitive strategy.
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Product Reviews
How a 5-Person Team Reimagined the Ent…
·3 min
How a 5-Person Team Reimagined the Entire Software Development Workflow with Codex: A Real-World Case Study
How a 5-person fleet management team uses OpenAI Codex to revolutionize efficiency: non-technical staff build products independently, orchestrator pattern for layered scheduling, and verify-first mode for code quality.
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Tutorials·4 min
Deep Dive into Claude Code's Agent Architecture: From Principles to Minimal Implementation
Deep analysis of Claude Code's four core agent modules: Agent Loop, Tool System, Skills, and Memory, with a TypeScript minimal implementation guide for frontend engineers transitioning to AI development.
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Product Reviews·3 min
Costco Research Automation Agent Hands-On: One-Click Reproduction of Eigenfaces from Paper to Code
Hands-on test of Costco end-to-end research automation Agent: from reading the classic Eigenfaces paper to PCA code implementation, eigenface visualization, experimental evaluation, and LaTeX paper delivery in six steps.
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Product Reviews·2 min
OpenDesign Open-Source AI Design Engine: Dissecting the Orchestration Layer Architecture Behind 45K GitHub Stars in One Month
Deep dive into OpenDesign's three-layer orchestration architecture: agent detection, 30+ composable design skills, and 72 brand design systems. Compared with Claude Design and Figma for rapid prototyping.
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Tutorials·2 min
Getting Started with Spring AI Alibaba: Best Practices for Java Developers to Integrate LLMs
Deep dive into Spring AI Alibaba's positioning and value, using a JDBC analogy to help Java developers understand how to integrate LLM capabilities into existing microservices architecture.
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Tutorials·3 min
Nature Skills: A Complete Guide to Automating Academic Paper Workflows with Claude Code
Deep dive into the open-source Nature Skills project by a Shanghai Jiao Tong University PhD, automating 7 academic paper workflows via Claude Code's Skills mechanism with 9 Skill writing patterns.
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Tutorials·4 min
Building an Independent E-commerce Site from Scratch with Codex: WordPress + Next.js + Cloudflare in Practice
Senior developer Zhai Lujia demonstrates building an overseas e-commerce site from scratch using OpenAI Codex with Headless WordPress + Next.js + Cloudflare Worker architecture, covering AI collaboration methods and agents.md strategies.
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Tutorials·3 min
Lyra Prompt Optimizer Guide: Generate High-Quality Prompts with Meta-Prompts
A detailed guide to Lyra Prompt Optimizer's methodology and practical usage. Its four-stage framework helps you generate structured, high-quality prompts through conversational guidance.
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Product Reviews·3 min
Claude Code Firmware-Level Ops in Practice: Virtual Disk Expansion & Local Agent Deployment
Hands-on testing of Claude Code for firmware-level ops: Ventoy virtual disk expansion, ext4-to-btrfs conversion, and a cost-effective local Agent deployment architecture with distributed design.
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Industry Insights·2 min
Cloud AI Agent Architecture Design: Far More Than Moving Local Agents to a Server
Building cloud AI Agents requires entirely new architectural thinking. This article analyzes three core infrastructure components—durable execution platforms, execution frameworks, and dev environment tools—to help teams avoid common pitfalls when migrating from local to cloud.
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Product Reviews·3 min
FreeBuff: A Free AI Coding Agent Integrating Top Models Like DeepSeek V4
FreeBuff is a completely free AI coding agent integrating DeepSeek V4 Pro, Kimi K2.6, MiniMax M2.7 and more. Nine sub-agents handle the full workflow from project building to code review.
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Tutorials·4 min
Complete Guide to Developing WeChat Mini Programs with AI: From Zero to Launch for Just $4
Complete guide to developing WeChat Mini Programs with AI tools like Cursor and Trae: account setup, requirements docs, AI-assisted coding, debugging, and publishing—all for under $14.
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Tutorials·3 min
Building WeChat Mini Programs with AI from Scratch: A Complete Vibe Coding Walkthrough
A detailed guide on how Vibe Coding enables zero-background users to build WeChat Mini Programs, covering UI design, frontend code generation, and backend SDK integration with a complete workflow.
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