#test automation AI
1581 related articles
Tech Frontiers·2 min
Codex Plugin Sharing Explained: One-Click Workflow Sharing for Your Development Team
OpenAI Codex launches plugin sharing with one-click distribution to teammates via deep links and workspace permissions, turning personal AI workflows into shared team assets.
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Deep Dives·1 min
Harness Engineering Explained: The Underlying Principles and Practical Methods for Controlling AI Agents
Deep dive into Harness Engineering: controlling AI Agents through rules, tool configuration, and workflow design, plus feedback mechanisms and Lifelong AI Agent practices.
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Product Reviews·1 min
QwenCoder Local Deployment Review: Can It Replace Paid AI Coding Assistants?
Hands-on review of QwenCoder 80B deployed locally, compared to Gemini and Claude. Covers hardware setup, LM Studio deployment, and real coding test results to help you decide if local models can save on AI subscriptions.
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Tutorials·2 min
OpenAI Codex Hands-On Tutorial: A Complete Guide to Prompt Engineering, Agent Skills & Cloud Automation
Deep dive into OpenAI Codex's three core capabilities: prompt engineering for better code generation, agent skills for autonomous programming, and cloud automation for end-to-end CI/CD pipelines.
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Tutorials·2 min
Claude Code Beginner's Guide: From Zero-Knowledge Installation to Hands-On Practice
Complete beginner's guide to Claude Code covering installation, core features, context management, memory system, and a learning path from basics to practice. Master Vibe Coding with AI.
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Product Reviews·2 min
In-Depth Review of the 2026 Python Complete Tutorial (648 Episodes): Can You Really Master It in 7 Days Through Self-Study?
In-depth review of a 648-episode Bilibili Python tutorial: analyzing course structure, learning path, and projects. Reveals the truth behind "7-day mastery" and offers effective self-study tips.
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Tutorials·2 min
7 AI Agent Money-Making Projects: A Hands-On Guide from Domain Flipping to Competitor Monitoring
7 AI Agent business projects you can start today — from domain flipping to liquidation arbitrage to cold email outreach, with full toolchains for earning $1,000-$3,000/day.
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Tutorials·2 min
AI LLMs Auto-Patching Browser Environments: A Practical Guide to 10x JS Reverse Engineering Efficiency
Learn how to use AI LLMs like DeepSeek with System Prompts to auto-patch JS browser environments for reverse engineering, covering major platforms with 10x efficiency gains.
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Tech Frontiers·2 min
Deep Dive into Google AgentGravity 2.0: Dynamic Sub-Agents, SDK, and the Controversial Product Split
Deep analysis of Google AgentGravity 2.0: dynamic sub-agent system, free SDK, project management upgrades, and the controversy over splitting into desktop app, code editor, and CLI tool.
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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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Deep Dives·1 min
Qwen3.7 Max Deep Dive: How a 1T-Parameter MOE Architecture Creates the Ultimate Agent Foundation
Deep analysis of Alibaba's Qwen3.7 Max: 1T parameters, MOE architecture, 256K context, leading in agent programming, reasoning, and multilingual tasks with full LangChain/CrewAI compatibility.
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Tech Frontiers·2 min
Qwen3.7 Max Deep Dive: 1T Parameter MoE Architecture with Full Agent Framework Compatibility
Deep analysis of Alibaba's Qwen3.7 Max: 1T-parameter MoE architecture, 256K context window, leading agent programming capabilities, full framework compatibility, and the model-vs-harness industry debate.
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Tutorials·2 min
Codex APP Tutorial: Mastering 11 Core Features from Beginner to Pro
Detailed guide to OpenAI Codex APP's 11 core features including Plan Mode, Git integration, Skills system, and model selection with hands-on project demos.
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Product Reviews·1 min
Antigravity 2.0 Update: A Complete Breakdown of the Three-Product Suite
Antigravity 2.0 expands into three tools: a conversational programming tool, classic IDE, and CLI. This article breaks down their positioning, features, and product strategy for developers.
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Tutorials·3 min
Codex Desktop Tutorial: Complete Breakdown from Installation to Interface Features
Complete breakdown of OpenAI Codex Desktop: installation, three-panel interface, plugin system, automation features, and more to help beginners master this all-in-one AI desktop assistant.
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Product Reviews·2 min
GitHub Copilot CLI In-Depth Review: A Free Terminal Coding Agent Powered by Claude Sonnet
In-depth review of GitHub Copilot CLI public preview: a free terminal coding agent powered by Claude Sonnet with no rate limits, tested against Claude Code across four real coding tasks.
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Tutorials·2 min
GitHub Copilot CLI Hands-On Tutorial: Complete Guide from Installation to Auto-Creating PRs
Complete guide to GitHub Copilot CLI: installation, MCP extensions, and Agentic Coding demo building a Windows 95 simulator with auto GitHub repo creation and PR workflow.
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Tutorials·2 min
Free Claude Code: Tutorial on Using Opus Model for Free via GitHub Student Verification
Learn how to get free Claude Opus access in Claude Code via GitHub Student verification and AnyGuardianManager proxy, with full setup steps and caveats.
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Product Reviews·2 min
Spending $300/Month on 4 AI Tools — An Honest Experience Report
In-depth review of 4 AI subscriptions totaling ~$300/month: GitHub Copilot Pro Plus, Perplexity Max, Grok, and Gemini covering coding, search, analysis, and knowledge management.
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Tech Frontiers·2 min
OpenAI Officially Lands on AWS: Models, Codex, and Managed Agents Now in Preview
OpenAI announces its frontier models, Codex programming tool, and Bedrock Managed Agents are now in limited preview for AWS customers. Analyzing the three core products, enterprise value, and shifting cloud AI dynamics.
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