#AI-driven testing
235 related articles
Product Reviews·1 min
Manus AI in Action: Building a Phone Camera Blind Test Website from Scratch with Zero Code
A tech YouTuber uses Manus AI 1.5 to build a phone camera blind test website with zero code—featuring photo zoom comparison, voting, admin panel, and analytics dashboard.
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Tutorials·2 min
AI Agent Auto-Generates Test Cases in Practice: A Hands-On Guide with MCP Server and Dify
Learn AI agent architecture (LLM + workflow + knowledge base), compare tools like Dify and LangChain, and use MCP Server to auto-generate test cases.
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Expert Opinions·2 min
Not Making Money with Your AI Side Hustle? 3 Fatal Mistakes Are Holding You Back
Why can't you make money with AI side hustles? This article reveals 3 fatal mistakes: lacking business systems, replacing data with guesswork, and monetizing by intuition.
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Product Reviews·2 min
MiniMax Agent Desktop Hands-On: A Chinese AI Assistant That Can Control Your Computer
Hands-on review of MiniMax Agent desktop's computer control capabilities, covering web data collection, file organization, and report generation scenarios.
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Deep Dives·2 min
AITS Intelligent Testing Platform: How AI Agents Are Transforming Test Engineers from Script Writers to AI Commanders
Explore how AITS uses AI Agents to auto-generate test cases, self-heal scripts, and run exploratory testing — helping engineers evolve from script writers to AI testing strategists.
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Industry Insights·2 min
3,500 Enterprise AI Use Cases Reveal: Is AI Investment Actually Worth It?
Survey of 1,000+ enterprises and 3,500 AI use cases reveals: 44% see moderate ROI, 37% see high ROI. AI Agent adoption surged from 11% to 42%. Coding and risk use cases top the charts.
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Product Reviews·2 min
Codex Desktop In-Depth Review: Goodbye Command Line, AI Programming Enters the Visual Era
In-depth review of OpenAI Codex Desktop: Worktree multi-task parallelism, Skills system, automated bug scanning, and comparison with Claude Code to help you decide if this visual AI coding tool fits your workflow.
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Product Reviews·1 min
Codex Claude Plugin Deep Dive: Impressive Code Review, But Four Critical Flaws You Can't Ignore
Deep hands-on review of OpenAI's Codex Claude Plugin covering code review accuracy, adversarial security scanning, and four critical flaws including plugin conflicts, chaotic output, and data security concerns.
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Product Reviews·4 min
Coze Space vs Manus: Hands-On Comparison — Which AI Agent Automation Tool Is Better?
Hands-on review of Coze Space with real-world tests including enterprise analysis reports and stock comparisons, plus a full comparison with Manus to see which AI Agent automation tool comes out on top.
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Product Reviews·4 min
Manus AI Hands-On Review: Can This AI Agent Actually Do Your Work? 4 Real-World Scenarios Tested
In-depth hands-on review of Manus AI across 4 real scenarios: competitor analysis, content planning, no-code website building, and automated PPT creation. See how this AI Agent evolves from assisting thinking to executing tasks.
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Deep Dives·2 min
The MARVIS Project: A Complete Analysis of Embedded AI Agents Empowering Autonomous Space Exploration
Deep dive into how the MARVIS project deploys LLM agents on spacecraft, covering agent architecture, edge hardware token performance benchmarks, expert evaluations, and space AI benchmark planning.
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Product Reviews·3 min
gstack Explained: A Complete Breakdown of Garry Tan's 23 Open-Source Claude Code Tools
YC CEO Garry Tan open-sourced gstack, a Claude Code toolset with 23 role-based AI tools covering CEO, Designer, Engineering Manager, QA and more. 97K+ GitHub stars. Full breakdown inside.
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Product Reviews·3 min
9 Emerging AI Tools to Try: The Best Automation & Agent Platforms of 2025
Explore 9 noteworthy AI tools of 2025 covering workflow automation, multi-agent collaboration, no-code development, and autonomous programming including Active Pieces, Make, Devin AI, and OpenAI Operator.
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Expert Opinions·3 min
TypeScript + Zod: The Essential Skill Combo for AI Full-Stack Development
Deep dive into why TypeScript + Zod is the core tech stack for AI full-stack development. Covering type safety, unified full-stack architecture, and AI output validation for enterprise-grade workflows.
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Tutorials·4 min
Gemini CLI + MCP Server Cloud Real Device Automated Testing: Natural Language-Driven Mobile App Testing in Practice
Complete guide to integrating Gemini CLI with Unity Cloud Real Device MCP Server for natural language-driven mobile app automated testing, performance analysis, and crash log diagnosis.
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Product Reviews·3 min
OpenAI Codex Desktop In-Depth Review: Skills System, Three Execution Modes & Hands-On Experience
In-depth review of OpenAI Codex Desktop: Skills system installation & customization, Local/Worktree/Cloud execution modes compared, workspace management & security controls for AI-powered development.
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Tutorials·3 min
Build a Local Image Generation MCP Server with One Prompt: Let Codex Batch Generate and Edit Images
Learn how to build a local image generation MCP Server with one Prompt, letting Codex call Flux models for zero-token batch image generation and editing.
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Tutorials·3 min
Google AI Studio Free Usage Guide: Experience Full-Power Gemini at Zero Cost
A complete guide to Google AI Studio's free tier — covering interface layout, Temperature and Thinking Level parameters, no-code Build apps, and quota strategies for Gemini 2.5 Pro.
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Tutorials·4 min
Vibe Coding Practical Guide: SDD (Specification-Driven Development) Reshaping Full-Stack Programming Workflows
In-depth analysis of SDD (Specification-Driven Development), the core methodology of Vibe Coding in 2025, covering the full workflow from requirements to deployment with tools like Claude Code.
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Product Reviews·3 min
Tbox AI Browser Review: Full Workflow Automation for Xiaohongshu from Content Creation to Publishing
Detailed review of Tbox AI Browser's Xiaohongshu creation features, breaking down how AI Agent automates the full workflow from topic search, copywriting, image generation, layout design to one-click publishing.
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