Advanced AI Application Practice
This guide shows how to use the Livo‑created animation Skill with Codex or other agents to generate p5.js animation code—or direct visual effects—through simple one‑line prompts, covering basic effects, creative combinations, and practical tips for web integration while warning about performance considerations.
By 2026 AI pre‑labeling reaches over 95% accuracy, cutting annotator time dramatically, while industry reports predict more than 80% of basic labeling jobs will be replaced, prompting a shift from simple box‑drawing roles to expert‑level data strategy positions on platforms such as TalentsAI.
This article walks through configuring TestHub to run AI‑driven UI tests with Playwright MCP, covering version‑management workflow, adding the MCP server, setting up a multimodal large model, installing the Playwright browsers (including proxy settings for China), and executing a complete AI‑generated test case that creates and verifies a new version entry.
As AI pre‑labeling reaches over 95% accuracy, basic annotation jobs are being replaced at a rapid pace, prompting a shift toward higher‑skill roles such as AI‑assisted reviewers, training specialists, and data strategists—a transition illustrated by platforms like TalentsAI.
The article walks through the pain of manually creating, validating, and cleaning test data for a user‑registration feature and shows how the test-data-manager Skill automates the entire workflow—producing dependency lists, SQL/API scripts, verification steps, and cleanup commands in minutes instead of hours.
This guide shows how to use the Motionsites.ai platform and OpenAI Codex to generate a polished, interactive website in four steps—select a template, copy its prompt, let Codex recreate the code, and customize the result—without design expertise, saving time and cost.
Uiverse is a completely free, open‑source UI component library offering over 5,400 ready‑to‑copy elements—including buttons, cards, loaders, inputs, and animations—plus code for CSS, HTML, Tailwind, and frameworks; the author explains how to use it for inspiration, animation reference, AI‑assisted coding, and provides practical usage tips and target audience guidance.
This article walks through setting up an AI‑driven iOS automation testing pipeline using CoPaw with a multimodal model, an iOS simulator Skill, and an iPhone 17 simulator, covering environment preparation, required dependencies, skill installation, and two real‑world test cases.
The article presents a catalog of 41 AI‑driven skills that automate every stage of the testing workflow—from requirement analysis and test‑plan design to test‑case generation, performance testing, defect management, and reporting—showing concrete time‑savings, quality improvements, and integration details for each skill.
The author evaluates Qwen-Image 3.0 against GPT‑Image 2 by generating images for six typical design tasks—data‑visualization dashboard, TikTok live screen, app UI, poster, badge icons, and portfolio website—and finds that Qwen‑Image 3.0 generally matches Chinese aesthetic preferences better, though it still trails GPT‑Image 2 in some areas and may improve with further iterations.
