#intelligent testing platform
557 related articles
Product Reviews·3 min
Ara: An Open-Source Computer Use Tool as a Multi-Agent Automation Alternative to OpenClaw
Ara is an open-source Computer Use tool and OpenClaw alternative that uses multi-AI-agent collaboration to automate tasks. Explore its architecture, use cases, and competitive landscape.
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Tutorials·2 min
Automating Video Editing with Claude Code: 3 Skills to Build a Complete Recording-to-Publishing Pipeline
Learn how to build a video production automation pipeline with Claude Code using 3 Skills for script generation, smart editing, subtitles, and thumbnails — cutting recording-to-publishing time to 30 minutes.
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Tech Frontiers·2 min
Deep Dive into Google Antigravity Agent Skills Open-Source Collection
Deep analysis of Google Antigravity Agent Skills open-source collection, covering modular skill design, JavaScript advantages, community ecosystem, and developer guides for building AI Agents.
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Industry Insights·2 min
Google Gemini for Science Launch: How the AI Science Toolkit Accelerates Scientific Discovery
Google launches Gemini for Science, embedding multimodal AI into scientific research workflows. Analysis of its impact on drug discovery, materials science, and AI-driven scientific discovery.
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Industry Insights·2 min
GitHub Availability Drops to 90%: A Platform Crisis Under the Onslaught of AI Coding Agents
GitHub availability drops from four nines to ~90% as AI coding agent traffic surges. Analysis of the platform's availability crisis, leadership vacuum, and shifting competitive landscape.
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Tutorials·2 min
LangChain Multi-Agent in Practice: End-to-End Automated Generation of API & UI Test Cases
Build a multi-agent testing system with LangChain and LangGraph for automated test case generation, intelligent review, and Playwright execution across 10 progressive projects.
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Tech Frontiers·2 min
Google's Mysterious Image Model Mondrian Exposed, Sonnet 4.5 to Be Discontinued
Google DeepMind's new image model Mondrian appears in Arena testing, matching GPT image generation; Anthropic to discontinue Sonnet 4.5; OpenAI shuts down fine-tuning API; ByteDance raises AI spending 25% to 200B RMB.
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Product Reviews·2 min
GPT-4 Thinking In-Depth Review: Real-World Testing of Coding, Agent, and Writing Capabilities
In-depth review of GPT-4 Thinking's real-world performance in coding bug fixes, AI Agent research, and academic writing, compared with Gemini and Claude.
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Product Reviews·2 min
DeepSeek V4 Deep Dive: Three Major Innovations — Hybrid Attention, Manifold-Constrained Hyperconnections, and MOM Optimizer Fully Explained
Deep dive into DeepSeek V4's three core innovations: Hybrid Attention for million-token context, Manifold-Constrained Hyperconnections, and MOM Optimizer. Pro model rivals Claude Opus 4.6 at 1/7 the cost.
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Tech Frontiers·2 min
Major Cursor Update: Deep Dive into Composer 2 Model + Glass Interface
Deep dive into Cursor's latest Composer 2 model and Glass interface. Composer 2 scores 61.7% on Terminal Bench 2.0 with blazing inference speed; Glass brings intelligent planning, native Git integration, and multi-Agent management.
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Product Reviews·2 min
Building a Replit Alternative Called Jerry with AI — Without Writing a Single Line of Code
A developer built Jerry, an iPhone Replit alternative, without writing a single line of code — using OpenAI Codex, Claude Code SDK, and Vibe Code CI in just 2-3 hours.
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Tutorials·2 min
NestJS + LangChain + Tauri 2: A Practical AI Full-Stack Development Solution
An enterprise AI full-stack solution using NestJS, LangChain, LangGraph, and Tauri 2, covering AI service platforms, multi-agent orchestration, RAG, and cross-platform delivery for frontend developers.
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Product Reviews·1 min
Trae vs Qoder vs CodeBuddy: In-Depth Comparison of China's Top AI Coding Tools in 2025
In-depth comparison of ByteDance's Trae, Alibaba's Qoder, and Tencent's CodeBuddy—covering core capabilities, use cases, and target users with detailed analysis to help you pick the best AI coding assistant.
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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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Product Reviews·2 min
Glutra: A Multi-Agent Collaborative Desktop App for Building Your AI One-Person Company
Glutra is an open-source multi-agent desktop app for batch creating AI employees, visual workflow orchestration, and real-time monitoring. Cross-platform support for building your AI one-person company.
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Product Reviews·1 min
Ruflo: Turning Claude Code into a Multi-Agent Collaborative Development Team
Ruflo is an open-source multi-agent framework that adds Swarm collaboration, Memory persistence, and a Plugin Marketplace to Claude Code, upgrading a single AI assistant into a coordinated Agent dev team.
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Product Reviews·4 min
GPT-5.2, Claude 4.5, Gemini 3 Pro Hands-On Comparison: 2025 Buying Guide
2025 hands-on comparison of GPT-5.2, Claude Sonnet 4.5, Gemini 3 Pro, and Grok 4.1 across image generation, deep research, writing, and reasoning, with pros/cons summary and budget-friendly access tips.
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Tutorials·4 min
Unlimited Free Windsurf Accounts: Complete Guide to Seamless Account Switching & Credit Compression
Complete guide to Windsurf batch registration, seamless account switching, credit compression, and MCP sustained conversations for unlimited GPT-5.2 calls with free accounts.
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Tutorials·4 min
Claude Opus 4.5 Tutorial: Real-World Coding Tests + How to Access from China Without a VPN
Hands-on review of Claude Opus 4.5's coding, writing, and data visualization capabilities. Includes two methods for accessing it from China without a VPN, plus real demos of bug fixing and dashboard development.
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Product Reviews·1 min
Three PDF Agent Skills Tested: One-Click Generation of Bilibili Video Notes & Technical Manuals
Hands-on testing of Bilibili Render PDF, MiniMax PDF, and Any2PDF Agent Skills for auto-generating video notes, professional docs, and brand-level PDFs.
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