#Agent
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Industry Insights
AI Fully Automated Orchestration in Pr…
·3 min
AI Fully Automated Orchestration in Practice: How Software Production Costs Are Being Completely Disrupted
Deep analysis of AI fully automated software orchestration: from Claude Code workflows to parallel orchestration strategies, exploring how models like MiniMax M1 drive software production costs toward zero.
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Product Reviews
Claude Opus 4.8 Hands-On: What Can You…
·2 min
Claude Opus 4.8 Hands-On: What Can You Build in One Hour?
Hands-on testing of Claude Opus 4.8's coding and creative abilities, including Mario game and Slay the Spire-style card game development, quota consumption, and real-world bug frequency.
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Tutorials
OpenAI Codex Complete Guide: Four Tool…
·2 min
OpenAI Codex Complete Guide: Four Tools for Building an AI Programming Workflow
Deep dive into OpenAI Codex's four core tools: IDE extension, CLI, Cloud service, and code review bot. Learn how they work together to build an efficient AI programming workflow from local coding to cloud automation.
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Tutorials
Getting Started with Claude Code: 5 Co…
·2 min
Getting Started with Claude Code: 5 Core Advantages Over Regular AI Coding Tools
Deep dive into the core differences between Claude Code and regular AI chat tools across 5 dimensions: interaction, context understanding, execution, memory, and tool invocation.
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Tutorials
AI + Jupyter Notebook: A Practical Met…
·3 min
AI + Jupyter Notebook: A Practical Method for Quickly Getting Started in Any STEM Subject
The hardest part of STEM is the gap between theory and practice. Learn how to use Jupyter Notebook with AI Coding Agents to auto-generate interactive tutorials for math, physics, statistics, and more.
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Industry Insights
Deep Dive into Three Major LLM Career …
·3 min
Deep Dive into Three Major LLM Career Paths: Requirements, Tech Stacks, and Career Prospects
Deep analysis of three core LLM roles—Application Engineer, Development Engineer, and Algorithm Engineer—covering technical requirements, salary thresholds, and career prospects including RAG, fine-tuning, and inference deployment.
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Tutorials
MCP Protocol Practical Guide: The Stan…
·2 min
MCP Protocol Practical Guide: The Standard Interface for Connecting LLMs to Everything
Deep dive into MCP (Model Context Protocol) principles and practical applications. Learn how LLMs connect to external tools via MCP to become agents, covering Java tech stacks, MCP Server ecosystem, Cherry Studio demos, and A2A protocol comparison.
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Tutorials
Dify 1.8.0 Hands-On Tutorial: Complete…
·2 min
Dify 1.8.0 Hands-On Tutorial: Complete Guide from Deployment to Building AI Applications
A detailed guide to Dify 1.8.0 Docker deployment, environment setup, and AI app building. Covers five app types, comparisons with Coze, workflow creation, and more for this open-source AI platform.
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Tutorials
Cursor + MCP in Practice: A Complete G…
·3 min
Cursor + MCP in Practice: A Complete Guide to Building a Browser Automation Agent
A detailed guide on integrating Playwright MCP Server with Cursor, covering Node.js setup with NVM, NPM mirror configuration, and building a browser automation agent step by step.
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Product Reviews
Web Studio: Open-Source Local AI Codin…
·3 min
Web Studio: Open-Source Local AI Coding Workbench Integrating Three Major Agents
Web Studio is an open-source desktop AI coding workbench integrating Cloud Code, Gemini CLI, and Codex into a local-first app with multi-repo management, structured code review, and smart PR workflows.
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Tutorials
Complete Guide to Building Claude MCP …
·2 min
Complete Guide to Building Claude MCP Services: From Local Development to Remote Deployment
Complete guide to MCP server setup: FastMCP local development, Claude CLI registration, STDIO vs HTTP communication modes, and Docker containerized remote deployment for AI-callable tool services.
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Tutorials
LangGraph 0.5.3 + MCP Agent Developmen…
·2 min
LangGraph 0.5.3 + MCP Agent Development in Practice: Security Authentication & Deployment Guide
LangGraph 0.5.3 introduces MCP server security authentication and agent deployment solutions. Combined with Qwen3 models, it provides a complete production-grade AI agent development stack.
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Tutorials
AI Agent Practical Development: A Comp…
·3 min
AI Agent Practical Development: A Complete Guide from Concept to Building Production-Grade Intelligent Agents
A deep dive into AI Agent core principles and practical development paths, covering perception-decision-execution capabilities, MCP protocol tool integration, and analysis of Manus and AutoGLM.
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Tutorials
Zen MCP: An Open-Source Tool That Lets…
·2 min
Zen MCP: An Open-Source Tool That Lets Claude Orchestrate Multiple AI Models in Collaboration
Deep dive into Zen MCP, an open-source project that lets Claude Code orchestrate Gemini, O3, and other AI models via MCP protocol, with cost-reduction proxy setup guide.
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Expert Opinions
The Truth About Vibe Coding: You Can S…
·1 min
The Truth About Vibe Coding: You Can Skip Writing Code, But You Can't Skip Understanding It
Vibe Coding doesn't mean you can build software without understanding code. This article reveals why diagnostic ability matters more than code generation and how to use AI effectively.
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Product Reviews
Gemini 2.5 Pro 0605 Hands-On Compariso…
·3 min
Gemini 2.5 Pro 0605 Hands-On Comparison with o3 and Claude Opus 4: Full Evaluation Across Coding, Reasoning, and Writing
Hands-on testing of Gemini 2.5 Pro 0605 across coding, reasoning, creative writing, and app development, compared head-to-head with OpenAI o3 and Claude Opus 4.
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Product Reviews
AI Coding Real-World Test: GPT-5, Gemi…
·2 min
AI Coding Real-World Test: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 All Fail at Web Scraping
Real-world test using Cursor IDE: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 all fail at static web scraping while Claude leads with 126 pages. Deep analysis of why top AI models struggle.
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Tutorials
Building a SaaS Website with AI and Ze…
·3 min
Building a SaaS Website with AI and Zero Code: A Complete Bolt + Cursor Walkthrough
Learn how to build a SaaS website with AI image generation, multimodal chat, and webpage replication using only Bolt and Cursor — no code required. Covers prompt design, architecture, and iteration techniques.
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Product Reviews·2 min
Claude Opus 4.8 Launches on Cursor: Dual Improvements in Efficiency and Persistence
Cursor announces Claude Opus 4.8 is live. CursorBench shows significant gains in coding efficiency and task persistence. Analysis of key improvements and market impact.
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Industry Insights
Can't Code but Uses AI to Build Websit…
·3 min
Can't Code but Uses AI to Build Websites for Clients — Nearly ¥10,000 Earned from Just 3 Videos: A Full Breakdown
A product manager with 10 years of experience who can't code uses Cursor AI to freelance website projects, earning nearly ¥10,000 from just 3 videos. Full breakdown of his model and industry impact.
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