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DeWu Technology
DeWu Technology
Apr 22, 2026 · Artificial Intelligence

How AI Turns Real‑World Operations into Automated E2E Test Cases

This article details an AI‑driven end‑to‑end testing solution that automatically generates test cases from real operation logs, compares traditional DOM‑based testing with AI‑enhanced approaches, selects Midscene + Qwen2.5‑VL‑72B as the execution engine, and builds a four‑stage pipeline that delivers code‑coverage metrics, platform dashboards, and a quality‑feedback loop for rapid product iteration.

AI testingCI/CDE2E automation
0 likes · 16 min read
How AI Turns Real‑World Operations into Automated E2E Test Cases
MoonWebTeam
MoonWebTeam
Nov 9, 2023 · Mobile Development

Master Mobile E2E Testing with Appium: Setup, Principles, and Real‑World Examples

This comprehensive guide explains Appium’s cross‑platform architecture, walks through setting up an Android testing environment on macOS, demonstrates a full‑stack test case for an in‑app H5 page, and shares advanced techniques like a WebSocket‑based JS agent and OpenCV image‑recognition for challenging hybrid scenarios.

AndroidE2E automationImage Recognition
0 likes · 16 min read
Master Mobile E2E Testing with Appium: Setup, Principles, and Real‑World Examples