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Advanced AI Application Practice
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Advanced AI Application Practice

Advanced AI Application Practice

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Latest from Advanced AI Application Practice

87 recent articles
Advanced AI Application Practice
Advanced AI Application Practice
May 29, 2026 · Artificial Intelligence

Turn PRDs into Ready-to-Use Test Plans with AI: The Requirements Analysis Skill in TRAE IDE

This article explains how QA engineers can use the AI‑powered Requirements Analysis Skill in TRAE IDE to automatically convert lengthy PRDs into prioritized module lists, GWT acceptance criteria, risk matrices and test checklists, and shows three ways to import the skill and three practical scenarios.

AI testingGWTQA
0 likes · 6 min read
Turn PRDs into Ready-to-Use Test Plans with AI: The Requirements Analysis Skill in TRAE IDE
Advanced AI Application Practice
Advanced AI Application Practice
Apr 16, 2026 · Artificial Intelligence

Can AI Deliver Scalable, High‑Quality Test Assets for Enterprises?

The article analyzes enterprise testing challenges and presents the AIO intelligent testing platform, which combines cloud‑native architecture, MLLM‑RAG dual engines, and a knowledge‑graph to automate test case generation, improve coverage, and cut maintenance costs, backed by concrete benchmarks and multi‑modal inputs.

AI testingCloud NativeMLLM
0 likes · 18 min read
Can AI Deliver Scalable, High‑Quality Test Assets for Enterprises?
Advanced AI Application Practice
Advanced AI Application Practice
Apr 13, 2026 · Industry Insights

How I Built a Complete E‑Commerce UI Automation Flow with Open‑Source Testhub (Source Code Included)

The author details a hands‑on, zero‑code experience using the open‑source Testhub platform to design, execute, and report a full e‑commerce checkout workflow in under an hour, highlighting element management, visual case orchestration, one‑click execution, debugging features, and practical recommendations for teams.

E-commerce workflowOpen Source TestingTestHub
0 likes · 13 min read
How I Built a Complete E‑Commerce UI Automation Flow with Open‑Source Testhub (Source Code Included)
Advanced AI Application Practice
Advanced AI Application Practice
Apr 3, 2026 · Industry Insights

In-Depth Breakdown of the AI Business Architect Role and Interview Strategies

This article dissects the AI Business Architect position, detailing its true responsibilities, core competency formula, key role personas, supply‑demand matching scenarios, end‑to‑end technical architecture (including RAG and multi‑agent design), evaluation metrics, and provides concrete interview questions with model answers to help candidates prepare effectively.

AI ArchitectureAgent SystemsInterview Prep
0 likes · 18 min read
In-Depth Breakdown of the AI Business Architect Role and Interview Strategies
Advanced AI Application Practice
Advanced AI Application Practice
Mar 29, 2026 · Operations

Mastering OpenClaw Enterprise Deployment: From Setup to Operations (Practices 7‑14)

This guide walks through a real‑world 500‑person tech company’s OpenClaw rollout, detailing environment requirements, quick Windows/Linux installation, security hardening, multi‑system troubleshooting, Docker/K8s containerization, multi‑model routing, office‑tool integrations, automation scripts, RBAC, performance tuning, and high‑availability configuration, all achievable within 8‑10 hours.

DockerEnterprise DeploymentKubernetes
0 likes · 10 min read
Mastering OpenClaw Enterprise Deployment: From Setup to Operations (Practices 7‑14)
Advanced AI Application Practice
Advanced AI Application Practice
Mar 26, 2026 · Artificial Intelligence

Why OpenClaw Agents Don’t Become Cheap Labor – A Practical Case Study

The article walks through a new OpenClaw scenario where users attempt to create a sub‑agent as cheap labor, explains the required /spawn parameters (runtime, agentId, task, label), shows a concrete example command, and discusses why the resulting agent fails to act as intended, offering guidance for non‑IT users.

AI agentNon‑IT UsersOpenClaw
0 likes · 4 min read
Why OpenClaw Agents Don’t Become Cheap Labor – A Practical Case Study