#test automation framework
1166 related articles
Tutorials·4 min
Getting Started with Codex from Scratch: Why It's a Better Fit Than Claude Code for Most People
In-depth comparison of OpenAI Codex vs Claude Code covering account stability, usage quotas, browser control, and automation — helping you get started with this all-in-one AI Agent desktop tool.
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Tutorials·2 min
Complete Guide to Claude Code Hooks: Five Trigger Points & Practical Configuration Walkthrough
Deep dive into Claude Code Hooks' five trigger points (PreToolUse, PostToolUse, OnToolError, Notification, OnPrompt) with a practical file deletion protection example to build efficient automated dev workflows.
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Tutorials·3 min
Deep Dive into a 198-Hour Python Zero-to-Hero Course: Is This Learning Path Worth Following?
In-depth analysis of a 198-hour Python+AI beginner course: breaking down its structure, learning path, and projects with honest pros, cons, and study tips.
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Product Reviews·3 min
Windsurf Wave 3 Deep Dive: MCP Support, Turbo Mode & Multi-Model Integration
Deep dive into Windsurf Wave 2 & Wave 3 updates: MCP protocol support, Turbo auto mode, DeepSeek integration, Tab to Jump, pricing comparison with Cursor.
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Product Reviews·4 min
OpenHuman Deep Dive: A Context-First Open-Source Personal AI Agent
Deep dive into OpenHuman open-source AI Agent: context-first architecture, Rust+React hybrid, Memory Tree system, Token Juice compression, and multi-model routing.
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Product Reviews·3 min
Picaboo: An Open-Source AI Desktop Automation Tool That Directly Controls Your Computer
Picaboo is an open-source AI desktop automation tool that controls your computer like a human through screenshot recognition and intelligent operations. Learn how it works, its use cases, and security considerations.
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Deep Dives·4 min
Can AI Agents Replace a Development Team? A Practical Guide for Non-Technical People
Can non-technical people use AI Agents to build virtual dev teams? From CEO Agent to Developer Agent, we analyze the theory vs. reality and offer a practical implementation guide.
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Tutorials·4 min
Gemini CLI with Any LLM: A Deep Dive into the EasyLLM CLI Open-Source Modification
Deep dive into how EasyLLM CLI modifies Gemini CLI to support any LLM including local models, solving account barriers, model lock-in, and data security issues with code-level API integration.
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Product Reviews·3 min
Gemini CLI V0.7–V0.8 Major Upgrade: Extension Framework Turns Your Terminal into an AI Platform
Deep dive into Gemini CLI V0.7 & V0.8 major upgrades: extension framework, IDE plugin spec, non-interactive auth, and how they transform the terminal into a programmable AI agent platform.
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Tutorials·2 min
Six Pitfalls and a Three-Layer Solution for Implementing AI-Powered API Test Automation
Deep dive into six common pitfalls of AI-generated API automation scripts and a three-layer solution covering diagnosis and optimization for real-world implementation.
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Tutorials·4 min
Gemini CLI In-Depth Review: Real-World Experience and Tips for a Free AI Coding Tool
In-depth review of Google's open-source Gemini CLI: free tier analysis, comparison with Claude Code & Cursor, real project testing, configuration tips, and open-source architecture insights.
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Tutorials·3 min
OpenClaw Advanced Guide: Model Selection, Memory Restructuring & Gateway Auto-Repair
Deep dive into OpenClaw advanced techniques: Claude Opus 4.6 vs GPT-5.2 model selection, topic-based memory splitting with LanceDB vectorization, Codex deep search integration, and systemd + Claude Code Gateway auto-repair.
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Tutorials·3 min
Four AI Diagram Paradigms: Claude Code and Gemini CLI Reshape Presentation Workflows
Explore four AI diagram paradigms: Excalidraw hand-drawn diagrams with Claude Code, Obsidian Canvas with Gemini CLI, interactive HTML pages, and Gamma PPT for automated presentation workflows.
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Product Reviews·3 min
Warp AI Coding Tool In-Depth Review: Can It Replace Cursor?
Two-week in-depth review of Warp AI coding tool, comparing it with Cursor on Agent mode, MCP support, free credits, and Claude Opus 4.5 to help developers choose the right AI coding tool.
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Tutorials·4 min
Claude Code Keeps Forgetting Everything? Build an AI Project Manager with 3 Documents and 4 Commands
Fix Claude Code's amnesia problem. Use 3 documents and 4 slash commands to transform AI from a stateless code assistant into a project manager with memory, boosting efficiency 13x.
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Industry Insights·2 min
The AI Market Is Expanding Rapidly: Why a Growing Pie Matters More Than Fighting Over Slices
The global AI market is expanding at a CAGR exceeding 35%, creating new demand across nearly every segment. This article analyzes the core logic of AI's expanding market and key takeaways for practitioners and investors.
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Tutorials
Building a Fully Automated Coding Agen…
·3 min
Building a Fully Automated Coding Agent with n8n: From Issue to PR with Zero Human Intervention
Learn how to build a fully automated coding Agent with n8n workflows — from Slack messages to GitHub Issues, AI auto-coding, and PR submission, all hands-free.
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Product Reviews·3 min
The AI Website Building Era: Do Businesses Still Need Technical Teams?
AI website builders let businesses launch sites without technical teams, but complex needs still require professional development. This article analyzes use cases, limitations, and decision-making advice.
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Tutorials·3 min
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.
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Tutorials·3 min
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.
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