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mobile automation

42 articles · Page 1 of 1
Amazon Cloud Developers
Amazon Cloud Developers
Feb 26, 2026 · Artificial Intelligence

How Amazon Device Farm + MCP Server Boost Mobile AI Testing Efficiency by 98%

The article analyses how integrating Amazon Device Farm with the Model Context Protocol (MCP) creates a cloud‑native AI‑driven mobile testing pipeline that eliminates manual steps, cuts test execution time by 98%, reduces costs by 91%, and expands device coverage from a handful to over fifty real devices.

AI testingAmazon Device FarmEfficiency
0 likes · 13 min read
How Amazon Device Farm + MCP Server Boost Mobile AI Testing Efficiency by 98%
BirdNest Tech Talk
BirdNest Tech Talk
Feb 22, 2026 · Mobile Development

Deploy OpenClaw on Android via Termux and ADB – A Step‑by‑Step Guide

This guide walks through installing Termux, Ubuntu, and OpenClaw on a Xiaomi Android phone, configuring developer options, connecting via ADB, installing the burner‑phone skill, capturing screenshots, and attempting click actions, while highlighting limitations when click debugging is unavailable.

ADBAndroidOpenClaw
0 likes · 5 min read
Deploy OpenClaw on Android via Termux and ADB – A Step‑by‑Step Guide
Sohu Tech Products
Sohu Tech Products
Dec 17, 2025 · Mobile Development

Inside the AI Phone: How Bean Bag’s Device Bypasses Android Security and Captures Screens

An in‑depth analysis reveals that the Bean Bag AI phone avoids Android’s Accessibility Service by directly reading GPU buffers and injecting input events via hidden system APIs, runs a headless virtual screen, streams low‑resolution frames to the cloud for inference, and raises significant privacy and security concerns.

AIAndroid SecurityCloud Inference
0 likes · 8 min read
Inside the AI Phone: How Bean Bag’s Device Bypasses Android Security and Captures Screens
Instant Consumer Technology Team
Instant Consumer Technology Team
Oct 31, 2025 · Cloud Computing

How WebRTC Enables Millisecond‑Level Dual‑Direction Streaming in Cloud‑Based Mobile Testing

This article explains how a cloud testing platform leverages WebRTC to achieve sub‑200 ms bidirectional video transmission, enabling ultra‑low‑latency screen casting and remote camera feed replacement for mobile devices, and details the architecture, optimizations, performance gains, and future enhancements.

Real-time InteractionWebRTCcloud testing
0 likes · 20 min read
How WebRTC Enables Millisecond‑Level Dual‑Direction Streaming in Cloud‑Based Mobile Testing
Sohu Tech Products
Sohu Tech Products
Feb 19, 2025 · Mobile Development

Appium Mobile UI Automation Testing Workflow with Python

This guide walks through setting up Appium with the UiAutomator2 driver, verifying the environment, writing a Python script that connects to the Appium server, using weditor or uiautomatorviewer to inspect Android UI elements, and applying ID or XPath locators to automate clicks in the Zepp app.

AndroidAppiumPython
0 likes · 8 min read
Appium Mobile UI Automation Testing Workflow with Python
Python Programming Learning Circle
Python Programming Learning Circle
Nov 22, 2024 · Mobile Development

Automating QQ Message Replies with Python and Appium

This article demonstrates how to set up a Python environment with Appium, install necessary tools, connect an Android device, and implement a script that automatically reads incoming QQ messages and replies with predefined responses, providing step‑by‑step instructions and sample code for mobile automation.

AppiumQQapp testing
0 likes · 8 min read
Automating QQ Message Replies with Python and Appium
Software Development Quality
Software Development Quality
Sep 28, 2024 · Mobile Development

Master Appium Desktop: Setup, First Test, Element Locating & Recording

This guide walks you through installing Appium Desktop, configuring and launching the server, creating a simple Java test for the Android calculator app, exploring multiple element‑locating strategies (ID, class name, XPath, Accessibility ID, UIAutomator), and using the desktop tool’s element inspector and recording features to generate test scripts.

AppiumAppium DesktopElement Locating
0 likes · 12 min read
Master Appium Desktop: Setup, First Test, Element Locating & Recording
Baidu Geek Talk
Baidu Geek Talk
May 6, 2024 · Artificial Intelligence

How AI is Revolutionizing Mobile Test Case Creation with QAMate

The QAMate project demonstrates how generative AI can automatically generate, record, and maintain mobile UI, API, and requirement‑based test cases, dramatically reducing manual effort, improving stability, and creating a data‑driven feedback loop that continuously upgrades testing quality.

AI testingData FlywheelPrompt Engineering
0 likes · 12 min read
How AI is Revolutionizing Mobile Test Case Creation with QAMate
DataFunTalk
DataFunTalk
Feb 5, 2024 · Artificial Intelligence

Mobile-Agent: An Autonomous Multi‑Modal Mobile Device Agent with Visual Perception

The Mobile-Agent paper presents a vision‑only, autonomous multi‑modal AI system that can interpret user commands, locate UI elements on a smartphone screen, and execute complex tasks such as browsing, commenting, and content creation through a defined operation space, self‑planning, and self‑reflection mechanisms, achieving high success rates across diverse Chinese and English scenarios.

Mobile AgentMultimodal AIautonomous operation
0 likes · 7 min read
Mobile-Agent: An Autonomous Multi‑Modal Mobile Device Agent with Visual Perception
360 Quality & Efficiency
360 Quality & Efficiency
Apr 7, 2023 · Mobile Development

Mobile App UI Automation Using ATX and Python: POM, Data‑Driven and Keyword‑Driven Approaches

This article describes how a mobile development team adopted the ATX automation framework with Python, employing Page Object Model, data‑driven and keyword‑driven techniques to replace manual regression testing, integrate firmware interaction, and streamline test execution and reporting.

ATXData‑Driven TestingKeyword‑Driven Testing
0 likes · 7 min read
Mobile App UI Automation Using ATX and Python: POM, Data‑Driven and Keyword‑Driven Approaches
Xiaohe Frontend Team
Xiaohe Frontend Team
Nov 17, 2022 · Mobile Development

How Cloud Control Automates Mobile Apps and Drives Private Traffic Growth

This article explains the origins and concepts of cloud control and group control, compares private and public traffic, describes viral marketing mechanisms, introduces hook technology and popular frameworks, and discusses operational best practices and future challenges for mobile automation.

cloud controlhook frameworksmobile automation
0 likes · 13 min read
How Cloud Control Automates Mobile Apps and Drives Private Traffic Growth
HomeTech
HomeTech
Jun 21, 2022 · Mobile Development

Design and Implementation of an Automated IM Entry Inspection Tool for Mobile Apps

This article presents the design, technical selection, and system architecture of an automated IM entry inspection tool built with AutoJs for Android, detailing script stability strategies, dynamic script distribution, JSON and image comparison methods, and the achieved benefits and future enhancements for mobile app monitoring.

AndroidApp MonitoringAutoJs
0 likes · 14 min read
Design and Implementation of an Automated IM Entry Inspection Tool for Mobile Apps
360 Quality & Efficiency
360 Quality & Efficiency
Apr 15, 2022 · Mobile Development

Automating HarmonyOS Apps with Appium: Setup, .hap Installation, Element Locating, and Log Retrieval

This guide demonstrates how to use Appium for automated testing of HarmonyOS applications, covering device connection setup, .hap package installation via HDC, element location strategies, handling logs, and compatibility considerations, providing code examples for developers familiar with Android automation.

AppiumHarmonyOSPython
0 likes · 7 min read
Automating HarmonyOS Apps with Appium: Setup, .hap Installation, Element Locating, and Log Retrieval
Programmer DD
Programmer DD
Jan 30, 2022 · Mobile Development

Instantly Forward Android SMS to Any Platform with SmsForwarder

This article introduces SmsForwarder, an open‑source Android app that monitors SMS, calls, and app notifications and forwards them to various services such as DingTalk, WeChat, Telegram, email, and more, highlighting its convenience, low power consumption, and robust design.

AndroidSMS forwardingmobile automation
0 likes · 3 min read
Instantly Forward Android SMS to Any Platform with SmsForwarder
iQIYI Technical Product Team
iQIYI Technical Product Team
Oct 29, 2021 · Mobile Development

iOS Stability Testing: Framework, Strategies, and Optimization Practices

iQIYI’s iOS stability testing platform combines a three‑layer cloud device farm architecture with both random monkey and AI‑enhanced element‑traversal event generation, uses screenshot fingerprinting and OCR to mitigate runtime pop‑ups, and achieves roughly 30 % higher page coverage while detecting hundreds of crashes in production.

AI element detectionevent generationiOS testing
0 likes · 15 min read
iOS Stability Testing: Framework, Strategies, and Optimization Practices
Python Crawling & Data Mining
Python Crawling & Data Mining
Apr 24, 2021 · Mobile Development

Master Airtest: Essential APIs for Mobile Automation Testing

This article introduces the Airtest mobile automation IDE, explains its cross‑platform and platform‑specific APIs, and provides detailed code examples for device initialization, control, app management, screen actions, and assertions, enabling developers to automate mobile testing efficiently.

APIAirtestPython
0 likes · 7 min read
Master Airtest: Essential APIs for Mobile Automation Testing
Youku Technology
Youku Technology
Mar 9, 2021 · Mobile Development

Design and Implementation of a Mobile Automation Testing Framework for Youku APP

The article describes how a three‑layer, cross‑platform mobile automation framework was designed and implemented for the Youku app, integrating driver, encapsulation, and test‑case layers with utilities, logging, image‑recognition and platform reporting to streamline regression testing, cut labor costs, and guide future enhancements.

Testing frameworkUI testingYouku app
0 likes · 9 min read
Design and Implementation of a Mobile Automation Testing Framework for Youku APP
360 Quality & Efficiency
360 Quality & Efficiency
Jan 2, 2020 · Mobile Development

Common Element Locating Strategies in Appium for Mobile Automation

This article introduces Appium's basic element locating techniques—including id, name, class name, XPath, UIAutomator, and relative coordinates—explains how to handle non‑unique elements through iteration or OCR, and demonstrates image‑based locating with OpenCV and screenshot code examples.

AppiumElement LocatingOCR
0 likes · 5 min read
Common Element Locating Strategies in Appium for Mobile Automation
DevOps Cloud Academy
DevOps Cloud Academy
Sep 25, 2019 · Mobile Development

Using Fiddler and JMeter for Mobile App API Test Automation (iOS)

This guide explains how to capture HTTPS traffic from an iOS app with Fiddler, configure the device proxy and certificates, and then recreate the login and query requests in JMeter to build automated API test cases, including token extraction and response validation.

API testingFiddlerJMeter
0 likes · 4 min read
Using Fiddler and JMeter for Mobile App API Test Automation (iOS)
AntTech
AntTech
Jul 10, 2019 · Mobile Development

Soloπ: A Wireless, Non‑Intrusive, Root‑Free Android Testing Solution for Mobile Devices

The article introduces Soloπ, Alipay's comprehensive wireless and non‑intrusive Android testing framework that enables root‑free functional, performance, compatibility, and stability testing on mobile devices through wireless ADB, record‑playback, multi‑device control, and integrated performance tools such as mobile Lighthouse.

SOLOWireless ADBandroid testing
0 likes · 13 min read
Soloπ: A Wireless, Non‑Intrusive, Root‑Free Android Testing Solution for Mobile Devices
360 Quality & Efficiency
360 Quality & Efficiency
Dec 14, 2018 · Mobile Development

UiAutomator 2.0 Overview, Features, and Integration Guide for Android Testing

This article provides a comprehensive overview of Android UiAutomator 2.0, detailing its major features, migration differences from UiAutomator 1.0, important considerations, Gradle integration steps, test case creation and execution, as well as the UiDevice API and new UiObject2 capabilities for mobile UI automation.

JUnit4UiDeviceandroid testing
0 likes · 5 min read
UiAutomator 2.0 Overview, Features, and Integration Guide for Android Testing
Baidu Intelligent Testing
Baidu Intelligent Testing
Jul 11, 2018 · Mobile Development

iOS Multi‑Device Remote Control: Technical Analysis and Implementation

This article analyzes the shortcomings of existing iOS remote‑control solutions, examines event‑driven and screen‑capture technologies, and presents a practical implementation that combines private APIs, optimized screenshot compression, and socket‑based real‑time streaming to achieve millisecond‑level event response and high‑frame‑rate video for multi‑device iOS control.

event-driveniOSmobile automation
0 likes · 11 min read
iOS Multi‑Device Remote Control: Technical Analysis and Implementation
360 Quality & Efficiency
360 Quality & Efficiency
May 23, 2018 · Mobile Development

Understanding Appium: A Cross‑Platform Mobile Automation Framework

This article introduces Appium, an open‑source mobile automation framework that enables cross‑platform testing of native, hybrid, and mobile web apps by abstracting device interactions through third‑party engines, WebDriver API, sessions, and desired capabilities, and includes practical code examples.

AppiumBootstrapDesired Capabilities
0 likes · 5 min read
Understanding Appium: A Cross‑Platform Mobile Automation Framework
360 Quality & Efficiency
360 Quality & Efficiency
Feb 28, 2018 · Mobile Development

Appium + Python: Environment Setup and a Simple Mobile Automation Demo

This guide walks through installing the required tools, configuring Appium with Python on Windows, extracting an Android app's package and activity, writing a basic automation script, launching the app, using uiautomatorviewer for element location, and applying tips for Chinese input and service timeout handling.

AndroidAppiumUIAutomatorViewer
0 likes · 7 min read
Appium + Python: Environment Setup and a Simple Mobile Automation Demo
360 Quality & Efficiency
360 Quality & Efficiency
Jul 22, 2016 · Mobile Development

Mobile UI Automation Practices and Tools: WalmartLabs, Taobao Performance Testing, and More

The article presents a comprehensive overview of mobile UI automation and performance testing practices, covering WalmartLabs' Appium-based framework, Taobao's SDK timing and frame‑drop analysis, quality assurance systems, crash analysis, static code scanning, AppCrawler, Macaca, MockServer usage, and Docker‑based test environments.

AppiumDockerMocking
0 likes · 8 min read
Mobile UI Automation Practices and Tools: WalmartLabs, Taobao Performance Testing, and More
Baidu Intelligent Testing
Baidu Intelligent Testing
Apr 21, 2016 · Mobile Development

Integrating OpenCV with Appium for Automated Game Testing on Mobile Devices

This article describes how the MMGame testing team combined the open‑source Appium automation framework with OpenCV's image‑recognition capabilities to enable coordinate‑based testing of third‑party mobile games that lack accessible UI elements, detailing the workflow, implementation, results, and a comparison with other mobile testing tools.

AkazeAppiumgame testing
0 likes · 16 min read
Integrating OpenCV with Appium for Automated Game Testing on Mobile Devices
360 Quality & Efficiency
360 Quality & Efficiency
Apr 15, 2016 · Mobile Development

Smart Monkey: An Exploratory UI Traversal Method for Mobile App Testing

The article introduces Smart Monkey, an exploratory UI traversal technique that systematically interacts with every UI element of Android and iOS apps, records element histories, assigns weighted priorities, and employs state‑breakthrough and ignore mechanisms to improve stability, compatibility, security, and performance testing.

App StabilitySmart MonkeyUI traversal
0 likes · 11 min read
Smart Monkey: An Exploratory UI Traversal Method for Mobile App Testing