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Compare 5 Agent tool types: CLI, API, MCP, Browser Use & Computer Use on speed, accuracy, and token cost. Includes a selection priority table to cut costs and boost Agent efficiency.

Real-world test of ChatGPT 5.4, Gemini 3.1, DeepSeek V4 Pro, and Kimi 5.1 on a Baidu dynamic web scraping task reveals surprising gaps in AI coding ability.

A detailed guide to AI-driven automated testing: from Python basics to PyTest, covering API automation, Playwright UI testing, and AI-assisted coding for beginners.
TutorialsA Bilibili creator used Claude Code to build a complete movie data system in 30 minutes, covering scraping, database, Spring Boot backend, and Vue frontend with practical insights on anti-scraping and model selection.
TutorialsA deep dive into advanced Claude Code techniques: precise file referencing, Plan Mode for plan-first development, screenshot-driven UI iteration, project memory rules, and Playwright MCP server integration for fully automated testing.
TutorialsIn-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.
Tutorials6 must-have Claude Code MCP plugins: File System, Structured Thinking, GitHub, Chrome DevTools, Context7, and Memos—build a complete AI programming workflow.
Product ReviewsOpenAI launches a Codex Chrome extension enabling automated actions on authenticated websites. Deep analysis of its capabilities, security design, CLI improvements, and plugin ecosystem evolution.
Product ReviewsDeep dive into the 89K-star AI browser automation open-source project on GitHub — how it lets LLMs autonomously control browsers for web tasks, covering core capabilities, use cases, and getting started.
TutorialsLearn how Claude Code combined with Skills encapsulation enables AI-driven test case generation with 10x efficiency gains, from 33 to 400+ cases through encoded expert knowledge.
Expert OpinionsYC CEO Gary Tan returned to coding after 13 years using Token Maxing with Claude Code, completing a $4M project in 5 days. Detailed breakdown of his 15 parallel agents, Plan-Eng-Review skills framework, and G-Stack open-source workflow.
Product ReviewsDeep analysis of Replit Agent 3's multi-agent architecture and browser simulation testing. Compare with GitHub Copilot and Cursor, and see how this AI assistant works 200 minutes straight to help anyone build apps in an hour.
TutorialsA detailed guide on installing Browser-Use WebUI, configuring Gemini and DeepSeek models, with four practical demos including form filling, content summarization, and e-commerce data scraping.
TutorialsLearn how to build a free browser automation solution with DeepSeek R1 and BrowserUse. Includes Ollama local deployment, WebUI setup, and real-world tests rivaling OpenAI Operator.
Deep DivesOpen Computer Use is an open-source TypeScript AI agent framework enabling automated computer control via browser, terminal, and desktop. Learn about its features, architecture, and comparison with Claude Computer Use.
Deep DivesDeep dive into how Factifai Agent Suite uses vision LLMs like Claude and GPT-4o to replace DOM selectors for natural language-driven automated testing with seamless CI/CD integration.