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940 related articles
Tutorials·2 min
Claude Code in Practice: Engineering Guide for AI-Powered API Test Automation
A deep dive into engineering Claude Code for API test automation, covering environment setup, Skill development, tool encapsulation, and Harness Engineering methodology.
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Tutorials·3 min
MCP vs CLI: 40x Token Cost Difference — How AI Engineers Should Choose
In-depth comparison of MCP vs CLI architecture, Token costs (CLI ~1400 vs MCP ~54600), security mechanisms, and use cases with practical selection guidance for AI engineers.
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Tutorials·3 min
Claude Code Model Configuration & Cost Comparison: A Practical Money-Saving Guide
Detailed guide on configuring DeepSeek V4 Pro, Sonnet, and other models in Claude Code with real cost comparisons, environment variable setup, proxy solutions, and money-saving strategies for developers.
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Tutorials·3 min
Cursor + MCP + AScript Automation in Practice: How AI Programming Lowers the Development Barrier
In-depth analysis of how Cursor + MCP + AScript enables platform automation—covering architecture, workflow, and risk considerations for AI-powered development.
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Product Reviews·2 min
Deep Dive into Base44: Can You Really Use Claude Code for Free?
In-depth analysis of the Base44 no-code platform, revealing the marketing nature of "free Claude Code" videos. Objective evaluation of Base44's capabilities, free tier limits, and real alternatives.
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Tutorials·3 min
Digital Worker in Practice: Full Record of Building an Automated Noise Monitoring & Reduction System
How to build an automated noise monitoring & reduction system with a digital worker framework, covering Windows scheduled wake, noise threshold detection, pink noise generation, and ANC challenges.
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Tech Frontiers·2 min
Google Gemini Antigravity Weekly Quota Tripled — AI Coding Without Limits
Google Gemini triples Antigravity weekly quotas following a prior daily quota boost. Analyzing the impact on developers and its strategic significance in AI coding.
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Tutorials·3 min
Cursor Beginner's Guide: Four AI Modes & Hands-On Project Demo
A detailed guide to Cursor AI's download, installation, interface layout, four AI modes (Agent/Plan/Debug/Ask), and a hands-on demo showing how beginners can generate complete projects using natural language.
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Tutorials·3 min
Getting Started with AI Agent Development: A Complete Learning Path from Concepts to Practice
A comprehensive guide to AI Agent development for beginners, covering core concepts, market outlook, LangChain framework, RAG knowledge bases, and hands-on projects to systematically master intelligent agent development skills.
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Product Reviews·2 min
Antigravity 2.0 IDE Feature Entry Optimization: UI Update Resolves User Confusion Over Missing Functionality
Antigravity 2.0 moved its IDE feature entry to a prominent upper-right position via UI update, resolving user confusion about the feature being removed, while resetting weekly quotas as compensation.
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Tutorials
Firebase AI Logic in Practice: Buildin…
·2 min
Firebase AI Logic in Practice: Building Intelligent Task Decomposition from Scratch with AI Agents
Learn how to add intelligent task decomposition to a cross-platform to-do app using Firebase AI Logic and Gemini, covering structured output, App Check security, and server-side Prompt templates.
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Tech Frontiers
Major Firebase Update: Comprehensive A…
·3 min
Major Firebase Update: Comprehensive AI Integration and Agent Skills Upgrade
Firebase announces major updates including AntiGravity integration, Android Studio Agent Mode, AI Logic security enhancements, Google Maps grounding, and hybrid AI inference support.
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Tutorials·3 min
Complete Guide to Building AI Agent Projects with WindSurf: Practical Tips & Techniques
Complete practical guide to building AI Agent Frameworks with WindSurf, covering technology selection, component generation, code refactoring, debugging, and deployment tips.
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Deep Dives·2 min
The "Worse is Better" Philosophy of Large Model Design: Why Simple and Brutal Beats Refined and Complex
Analyzing the "worse is better" philosophy in large model architecture: why DeepSeek V4 dropped N-gram, why Transformer dominates AI, and three iron laws of simple, efficient model design.
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Product Reviews·3 min
Zed Editor Lands on Windows: An In-Depth Look at This Free AI Code Editor
Zed editor officially arrives on Windows. Built with Rust, it features Cloud Code, Gemini CLI, and Codex AI Agents, offering a free intelligent coding environment with native debugging.
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Product Reviews·3 min
Zed Editor Officially Lands on Windows: A Free, Open-Source AI IDE Alternative
Zed Editor's Windows version is officially released. This free, open-source AI IDE built in Rust features extreme performance, built-in Cloud Code, Gemini CLI, and Codex agents, native debugging, and real-time collaboration.
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Product Reviews·3 min
Zed Editor Officially Lands on Windows: A Free, Open-Source AI IDE Alternative
Zed Editor's Windows version is officially released. This free, open-source AI IDE built with Rust features extreme performance, built-in Cloud Code, Gemini CLI, and Codex agents, a native debugger, and real-time collaboration.
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Tutorials·2 min
OpenSpec in Practice: Write Specs Before AI Codes, Boost Efficiency by 70%
OpenSpec is a lightweight CLI tool that generates spec documents before AI writes code using a Propose→Continue→Apply→Archive workflow. DeltaSpec reduces output by 70%, supports 30+ AI coding tools.
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Product Reviews·2 min
Devin Cloud Deep Dive: A Cloud-Based AI Development Platform That Replaces All IDEs with a Single Web Page
Deep dive into Devin Cloud, a cloud-based AI development platform featuring device-agnostic development, cloud VM desktops, GitHub integration, MCP tools, and how it fundamentally changes traditional IDE workflows.
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Product Reviews·3 min
Athas IDE Deep Dive: A Free, Open-Source Lightweight AI Code Editor
Deep dive into Athas IDE — a free, open-source AI code editor built from scratch on Tauri. Features Vim mode, AI completion, Git integration, and free Google Gemini support.
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