#AI-driven testing
235 related articles
Tutorials·3 min
Vibe Coding Hands-On Tutorial: Three Steps from Idea to Product Launch with Zero Code
A detailed Vibe Coding walkthrough: use Gemini for product docs, Figma Make for UI design, and Cursor for code generation. Build products with zero coding skills.
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Tutorials·4 min
Replit Agent Tutorial: Build and Launch an AI Website in 30 Minutes with Zero Code
Step-by-step tutorial on building an AI photography website with Replit Agent—no coding needed. Covers requirements, API setup, iteration, and one-click deployment for rapid MVP validation.
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Tutorials·4 min
Complete Guide to Agent Observability: Tracing, Evaluation, and Red Teaming in Practice
Deep dive into Microsoft Foundry's Agent observability solution covering multi-Agent tracing, AI quality evaluation, Red Teaming security testing, and automated prompt optimization to bridge the gap between expected and actual Agent behavior.
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Tutorials·3 min
Let AI Find Its Own Bugs: A Practical Guide to Fully Automated Code Review
A practical guide to fully automated AI Code Review through a 3D model generation project, covering checklist-driven review, layered verification, and distinguishing real bugs from false positives.
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Tutorials·4 min
XiaoZhi AI + MCP Protocol + STM32: A Practical Voice-Controlled Smart Home Solution
A complete solution for XiaoZhi AI voice-controlling smart home devices via MCP protocol and STM32 dual-MCU communication, covering stepper motor control, peripheral switching, and MCP's embedded applications.
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Tutorials·3 min
Higgsfield MCP + Claude in Practice: Conversational UGC Video Ad Creation End-to-End
Step-by-step guide to configuring Higgsfield MCP with Claude Desktop for generating UGC video ads using natural language. Covers setup, thumbnail editing, character generation, and batch production.
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Tutorials·4 min
Browser-Use WebUI Installation & Configuration Guide: AI Browser Automation in Practice
A 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.
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Tutorials·4 min
Browser Use Deep Dive: A Practical Guide to Natural Language-Driven Browser Automation Agents
Deep dive into Browser Use browser automation agent: architecture, installation, CDP framework, and pytest integration. Learn how natural language-driven AI Agents replace repetitive browser tasks.
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Tutorials·4 min
Stagehand Tutorial: An AI Browser Automation Framework That Balances Control and Intelligence
Deep dive into Stagehand's four core capabilities: Act, Extract, Observe, and Agent. Learn to build browser automation that balances AI flexibility with code control using DeepSeek as a low-cost alternative to OpenAI.
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Tech Frontiers·2 min
Netflix Forms AI Animation Studio INKubator: Short-Form Animation as the Breakthrough
Netflix forms AI animation studio INKubator focused on short-form animated content. Deep analysis of its strategy, tech approach, industry impact, and how AI may reshape animation.
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Product Reviews·4 min
Dyson Find+Follow Air Purifier Fan Review: AI Camera Tracks People's Positions for Precision Airflow
Dyson launches the Find+Follow Purifier Cool bladeless fan with an AI camera for real-time person tracking and directional airflow. We explore its core technology, privacy considerations, and the proactive sensing trend in smart homes.
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Product Reviews·3 min
Cursor In-Depth Review: Four Modes + Parallel Agents — Why It Remains the Best AI Coding Tool
In-depth comparison of Cursor vs Claude Code, Windsurf, Trae, and other AI coding tools across Agent modes, terminal tools, browser integration, parallel processing, and context management.
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Deep Dives·4 min
Harness Engineering Explained: The Third-Generation Development Paradigm for Taming AI Agents
Deep dive into Harness Engineering: the third-gen AI development paradigm. Learn its three-layer architecture for effectively harnessing AI Agents to complete complex development tasks.
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Industry Insights·3 min
AI-Generated Content Flooding Social Media: Identifying Characteristics, Platform Governance, and Coping Strategies
AI-generated content is flooding social media. This article analyzes typical AI content characteristics, platform governance challenges, and how creators can build competitive advantages through authenticity.
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Tech Frontiers·4 min
OpenAI's Daybreak Security Initiative Explained: How AI Proactively Discovers Zero-Day Vulnerabilities
OpenAI launches Daybreak, an AI security initiative using Codex Security agents to proactively discover zero-day vulnerabilities. A deep dive into its three-step defense workflow and competition with Anthropic's Claude Mythos.
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Deep Dives·2 min
Deep Dive into Cursor's Security Review Feature: A New Standard for AI Code Security
Deep dive into Cursor's Security Review feature: two AI security agents for PR-level review and codebase vulnerability scanning, enabling shift-left security for enterprise DevSecOps.
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Tech Frontiers·3 min
Cursor Auto-Fixes CI Failures: How Always-On AI Agents Are Changing the DevOps Workflow
Cursor launches automatic CI failure repair with an always-on AI Agent that monitors GitHub repos, analyzes CI logs, identifies root causes, and submits fix PRs.
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Tech Frontiers·2 min
DeadEnd-CLI: Open-Source AI Penetration Testing Tool Achieves 81% Pass Rate on Black-Box Benchmark
DeadEnd-CLI is an open-source AI agentic penetration testing tool achieving 81% full black-box pass rate on the XBOW benchmark using KIMI K2.5, with multi-model support and self-hosted deployment.
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Deep Dives·4 min
Kortix Open-Sources Agent Computer Use: A Rust-Powered CLI Tool for AI Computer Control
Kortix AI open-sources Agent Computer Use, a high-performance Rust CLI tool enabling AI agents to control computers. Explore its architecture, advantages over Anthropic's Claude Computer Use, and future of open-source computer control tools.
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Tech Frontiers·3 min
The Yarbo Robot Mower Backdoor Incident: A Wake-Up Call for Smart Home Security
Yarbo announces complete removal of remote backdoor from its robot mower. An analysis of the incident, smart home backdoor risks, and how consumers and industry should address IoT security threats.
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