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41 articles · Page 1 of 1
Architecture Digest
Architecture Digest
Sep 27, 2026 · Mobile Development

Mobile MCP: AI Controls Phones via Accessibility Trees, Not Pixels — 6.9k Stars, One API for iOS/Android

Mobile MCP is an open-source MCP server that lets AI agents automate iOS and Android devices by reading native accessibility trees instead of relying on vision models, providing 32 unified tools for testing, data extraction, and debugging across simulators, emulators, and real devices.

AI AgentMCP Serveraccessibility-tree
0 likes · 14 min read
Mobile MCP: AI Controls Phones via Accessibility Trees, Not Pixels — 6.9k Stars, One API for iOS/Android
Woodpecker Software Testing
Woodpecker Software Testing
Apr 25, 2026 · Industry Insights

Multimodal Testing vs Traditional Testing: Key Differences for AI‑Native Apps

The article examines how the rise of AI‑native applications expands software beyond code and UI to include text, images, audio, video and sensor data, and contrasts multimodal testing with traditional functional, API and UI testing across goals, inputs, evaluation methods, toolchains and engineering challenges.

AI testingcross-modal evaluationmultimodal testing
0 likes · 9 min read
Multimodal Testing vs Traditional Testing: Key Differences for AI‑Native Apps
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)
Woodpecker Software Testing
Woodpecker Software Testing
Mar 1, 2026 · Operations

Shift‑Left Testing in Practice: Deep Comparison of 5 Leading Tools

The article examines why shift‑left testing is now a practical necessity, compares five mainstream tools—SonarQube, ESLint + Jest + Cypress, Swagger/Pact, Cucumber, and Testim.io—across scenarios, integration depth, learning curve and ROI, and provides a decision framework backed by real‑world case studies.

API ContractBDDCI/CD
0 likes · 8 min read
Shift‑Left Testing in Practice: Deep Comparison of 5 Leading Tools
FunTester
FunTester
Feb 10, 2026 · Operations

Why Performance Testing Matters and How to Get Started: A Step‑by‑Step Guide

This article explains what performance testing is, why it’s essential for preventing system crashes under load, and provides a practical, step‑by‑step roadmap—including goal definition, test types, tool selection, metric interpretation, protection mechanisms, and result recording—to help developers and ops teams reliably assess and improve application performance.

Load Testingmonitoringperformance testing
0 likes · 13 min read
Why Performance Testing Matters and How to Get Started: A Step‑by‑Step Guide
Woodpecker Software Testing
Woodpecker Software Testing
Jan 4, 2026 · Mobile Development

Essential Mobile App Performance Testing Checklist and Tools

Performance is critical for mobile apps; this guide outlines how to evaluate device, server/API, and network performance, provides troubleshooting steps for common issues, recommends Android and iOS testing tools, discusses testing challenges, and presents a comprehensive pre‑release testing checklist.

API-testingAndroiddevice performance
0 likes · 11 min read
Essential Mobile App Performance Testing Checklist and Tools
FunTester
FunTester
Sep 1, 2025 · Operations

Why Load Testing Is Critical for High‑Traffic Apps and How to Do It Right

This article explains why load testing is essential for modern applications that must serve millions of users, outlines various test types and best‑practice steps, recommends tools and frameworks, and shows how continuous testing integrated into CI/CD pipelines ensures scalability, reliability, and optimal performance under unpredictable traffic spikes.

CI/CDLoad TestingPerformance Monitoring
0 likes · 11 min read
Why Load Testing Is Critical for High‑Traffic Apps and How to Do It Right
FunTester
FunTester
Apr 8, 2025 · Fundamentals

Why Static Testing Is the First Step to High‑Quality Code

Static testing, a proactive quality assurance method that examines code and documentation without execution, helps detect defects early, reduces repair costs, improves code readability, and complements dynamic testing, with techniques ranging from inspections and walkthroughs to automated tools like SonarQube, CheckStyle, and ESLint.

Code Reviewcontinuous integrationsoftware quality
0 likes · 14 min read
Why Static Testing Is the First Step to High‑Quality Code
Test Development Learning Exchange
Test Development Learning Exchange
Apr 2, 2025 · Mobile Development

Advanced Techniques for Android Monkey Testing and Performance Optimization

This guide explains how to use Android's Monkey tool with advanced options such as package whitelists and blacklists, event‑type weighting, crash ignoring, throttle settings, seed values, and integration with systrace to achieve more precise, efficient, and repeatable mobile app testing.

AndroidMobile DevelopmentPerformance Optimization
0 likes · 5 min read
Advanced Techniques for Android Monkey Testing and Performance Optimization
Architecture Digest
Architecture Digest
Oct 25, 2024 · Backend Development

Spring Boot Project Initialization, Version Management, and Common Development Tools Guide

This article walks through the challenges of setting up a Java development environment, demonstrates how to create a Spring Boot project, explains version compatibility between Spring Cloud, Spring Boot, and Kafka, showcases essential Maven configurations and code snippets for global exception handling, logging, CORS, Swagger, and recommends useful in‑memory tools such as embedded Redis, DB, Kafka, Hutool, MyBatis‑Plus, MapStruct, and Redisson.

ConfigurationJavaMaven
0 likes · 11 min read
Spring Boot Project Initialization, Version Management, and Common Development Tools Guide
Test Development Learning Exchange
Test Development Learning Exchange
Oct 13, 2024 · Fundamentals

Fundamentals of Software Testing: Key Concepts, Methods, and Practices

This comprehensive guide covers the essential concepts of software testing, including basic testing types, test case design techniques, defect management, testing tools, test processes, methodologies, and software development lifecycle models, providing clear definitions and practical advice for each topic.

Defect Managementsoftware development lifecyclesoftware testing
0 likes · 22 min read
Fundamentals of Software Testing: Key Concepts, Methods, and Practices
FunTester
FunTester
Mar 26, 2024 · Fundamentals

Why Acceptance Testing Is Critical for Software Quality: A Complete Guide

This comprehensive guide explains the purpose, types, standards, entry and exit criteria, tools, step‑by‑step execution process, common challenges, practical recommendations, and best‑practice tips for acceptance testing, helping teams ensure software meets user expectations and release requirements.

Acceptance Testingquality assurancesoftware development lifecycle
0 likes · 20 min read
Why Acceptance Testing Is Critical for Software Quality: A Complete Guide
DevOps
DevOps
Dec 10, 2023 · Operations

Top 34 No-Code Automation Testing Tools to Expect in 2023

This article explores the evolution of software testing, defines no-code automation testing, outlines its benefits, compares code‑based and no-code approaches, and presents a curated list of 34 leading no-code testing tools for 2023, while also explaining how QA teams can leverage these tools and integrate them with platforms like LambdaTest.

QAautomationno-code testing
0 likes · 33 min read
Top 34 No-Code Automation Testing Tools to Expect in 2023
58 Tech
58 Tech
Nov 2, 2023 · Backend Development

Design and Implementation of a Low‑Code Data Platform for Testing and Data Operations

This article describes the background, goals, architecture, and implementation details of a low‑code data platform that enables fast creation, configuration, and execution of data‑related tools for testing, development, and operations, highlighting its component library, rule engine, security, version control, and measurable efficiency gains.

Backendarchitectureautomation
0 likes · 17 min read
Design and Implementation of a Low‑Code Data Platform for Testing and Data Operations
FunTester
FunTester
May 30, 2023 · Operations

Software Performance Testing: Process, Tools, and Required Skills

The article explains why software performance testing is essential, outlines a comprehensive testing workflow, reviews popular load‑testing tools, offers guidance on selecting the right tool, and lists the technical and analytical skills needed to become an effective performance testing engineer.

Load Testingoperationsperformance testing
0 likes · 13 min read
Software Performance Testing: Process, Tools, and Required Skills
FunTester
FunTester
Mar 19, 2023 · Industry Insights

What Do 2022 Software Testing Survey Results Reveal About Industry Trends?

A 2022 survey of Chinese software testing professionals uncovers how layoffs, new government policies, and emerging technologies are reshaping testing work forms, tool preferences, salary distributions, career entry routes, and the overall market landscape.

Industry SurveySalary Trendscareer pathways
0 likes · 8 min read
What Do 2022 Software Testing Survey Results Reveal About Industry Trends?
Alipay Experience Technology
Alipay Experience Technology
Jan 12, 2023 · R&D Management

Yuque’s Quality Engine: Coach Mode, CI/CD, and UI Automation Across Platforms

This article presents Yuque’s comprehensive quality system, detailing the coach‑mode approach, the architecture of quality support tools like SkyTest and Reliable, mechanisms for defect convergence and coverage governance, and extensive UI automation for web, mobile, and desktop that together enable continuous delivery and a sustainable quality 3.0.

CI/CDquality assurancetesting-tools
0 likes · 19 min read
Yuque’s Quality Engine: Coach Mode, CI/CD, and UI Automation Across Platforms
FunTester
FunTester
Dec 7, 2022 · Industry Insights

Top 10 Free Open‑Source Test Automation Tools You Should Know

This article provides a concise overview of ten popular free and open‑source test automation frameworks—including Katalon Studio, Selenium, Appium, JMeter, SOAP UI, Robot Framework, Watir, JUnit, Robotium, and Citrus—highlighting their supported languages, platforms, key features, and integration capabilities.

AppiumJMeterKatalon
0 likes · 10 min read
Top 10 Free Open‑Source Test Automation Tools You Should Know
FunTester
FunTester
Nov 27, 2022 · Fundamentals

Why Performance Testing Matters: Key Metrics, Types, and Best Practices

This guide explains what performance testing is, why it’s essential, the key metrics such as throughput, response time, and bandwidth, outlines a step‑by‑step testing process, compares load, stress, endurance and capacity testing types, and reviews popular tools like JMeter, LoadRunner and NeoLoad.

Best PracticesLoad Testingmetrics
0 likes · 10 min read
Why Performance Testing Matters: Key Metrics, Types, and Best Practices
FunTester
FunTester
Nov 24, 2022 · Fundamentals

5‑Step Guide to Transition from Manual to Automated Testing

This article outlines a practical five‑step guide for manual testers to evaluate the benefits of automation and smoothly transition to automated testing, covering case selection, tool evaluation, development management, execution‑reporting‑maintenance workflow, and effectiveness monitoring with key metrics.

manual testingquality assurancesoftware testing
0 likes · 7 min read
5‑Step Guide to Transition from Manual to Automated Testing
FunTester
FunTester
Nov 10, 2022 · Operations

The Rise of Scriptless Test Automation: Trends, Benefits, and Tools

This article examines how scriptless (no‑code) test automation is emerging as a cost‑effective trend that speeds software delivery, reduces maintenance effort, involves business analysts and technical experts, and highlights leading tools such as AcceIQ, Katalon Studio, Testim, Cloud QA, and Perfecto.

no-code testingquality assurancescriptless testing
0 likes · 8 min read
The Rise of Scriptless Test Automation: Trends, Benefits, and Tools
FunTester
FunTester
Oct 11, 2022 · Fundamentals

When Should You Automate Tests? A Practical Guide to Choosing What to Automate

This guide explains how to decide which test scenarios to automate by evaluating cost, priority, feasibility, and business impact, while also outlining what should remain manual, essential prerequisites, tool selection, and a step‑by‑step approach to building an effective test automation strategy.

QAautomation strategysoftware testing
0 likes · 13 min read
When Should You Automate Tests? A Practical Guide to Choosing What to Automate
FunTester
FunTester
Nov 9, 2021 · Operations

Understanding Test Orchestration: Benefits, Strategies, and Tooling for CI/CD

The article explains test orchestration as a coordinated, automated testing workflow that enhances software quality and delivery speed by eliminating manual errors, integrating with CI/CD pipelines, and leveraging tools such as Ansible, Jenkins, and Kubernetes to streamline testing processes across DevOps environments.

CI/CDDevOpsTest Orchestration
0 likes · 9 min read
Understanding Test Orchestration: Benefits, Strategies, and Tooling for CI/CD
Zhongtong Tech
Zhongtong Tech
Aug 16, 2021 · Backend Development

Transform JMeter JDBC Request Output to JSON: A Step‑by‑Step Guide

This article explains how to modify JMeter's source code so that the JDBC Request sampler returns results in a clean JSON format, covering environment setup, code changes, building the custom JAR, integration, and the resulting improvements in readability and automation.

JDBCJMeterJSON
0 likes · 8 min read
Transform JMeter JDBC Request Output to JSON: A Step‑by‑Step Guide
JavaScript
JavaScript
Aug 10, 2021 · Frontend Development

What Web Development Trends Will Shape 2021? Insights from 2020 Survey

Analyzing 2020 developer survey data, this article reveals emerging 2021 web development trends—from the rise of PNPM and Playwright to the dominance of Vue, React, and Angular, the growing popularity of esbuild, Snowpack, Vite, and the continued relevance of Express and Nest for backend development.

BackendBuild ToolsJavaScript trends
0 likes · 6 min read
What Web Development Trends Will Shape 2021? Insights from 2020 Survey
Python Crawling & Data Mining
Python Crawling & Data Mining
Apr 20, 2021 · Mobile Development

Master Airtest: Install the Mobile Automation IDE and Explore Its Key Features

This article guides readers through downloading and installing the Airtest mobile automation IDE, then provides a detailed walkthrough of its main interface components—including the auxiliary windows, script editor, log viewer, device connections, and Android assistant—helping users quickly start automating smartphone tasks.

AirtestAndroidIDE installation
0 likes · 6 min read
Master Airtest: Install the Mobile Automation IDE and Explore Its Key Features
Xianyu Technology
Xianyu Technology
Oct 20, 2020 · Backend Development

Doraemon Marketing Activity Platform: Architecture, Challenges, and Solutions

The Doraemon Marketing Activity Platform centralizes Xianyu’s user‑rights campaigns—red packets, coupons, vouchers—by providing a three‑layer architecture, reusable components, operator‑friendly configuration, rapid issue detection, and robust security, enabling non‑technical staff to launch, monitor, and reconcile activities efficiently while handling traffic spikes and fraud.

Securityactivity managementmarketing platform
0 likes · 10 min read
Doraemon Marketing Activity Platform: Architecture, Challenges, and Solutions
FunTester
FunTester
Jul 19, 2020 · Operations

Using Groovy in JMeter: Demos, Context Access, and Throughput Analysis

The author shares a series of JMeter demos that leverage Groovy for context access, variable handling, command execution, request manipulation, regex extraction, cookie and header processing, and throughput error analysis, while recommending thorough documentation review and community interaction to deepen JMeter expertise.

GroovyJMeterLoad Testing
0 likes · 4 min read
Using Groovy in JMeter: Demos, Context Access, and Throughput Analysis
FunTester
FunTester
May 21, 2020 · Industry Insights

How Companies Structure Software Testing Intern Training: A Complete Guide

This article outlines a comprehensive internship training program for software testing engineers, covering onboarding rules, theory lessons, bug and test case management, tool usage, industry knowledge, career development, communication skills, assessment methods, and feedback processes to prepare interns for real‑world testing roles.

bug managementcareer developmentinternship training
0 likes · 5 min read
How Companies Structure Software Testing Intern Training: A Complete Guide
Ctrip Technology
Ctrip Technology
Mar 12, 2020 · Backend Development

Decoupling Mock Tools from Service Architecture: Challenges and Solutions for Microservice Testing

This article analyzes the interference and latency problems caused by traditional service‑level Mock tools in a microservice environment and proposes a four‑component solution—servlet agent, local Mock proxy, Mock server, and configuration client—to isolate Mock functionality, eliminate cross‑application impact, and improve test stability.

backend developmentmicroservicesmock testing
0 likes · 6 min read
Decoupling Mock Tools from Service Architecture: Challenges and Solutions for Microservice Testing
360 Quality & Efficiency
360 Quality & Efficiency
Sep 10, 2019 · Fundamentals

Practical Guide to C++ Code Coverage Testing with gcov and lcov

This article provides a step‑by‑step tutorial on performing C++ code‑coverage testing using gcov, covering compilation flags, running the instrumented program, generating gcov reports, and creating detailed HTML reports with lcov, including command examples and configuration details.

C++code coveragegcov
0 likes · 7 min read
Practical Guide to C++ Code Coverage Testing with gcov and lcov
ITPUB
ITPUB
Jun 29, 2018 · Fundamentals

Why Model‑Based Testing (MBT) Beats Traditional Test Design – A Practical Guide

This article explains what Model‑Based Testing (MBT) is, why it outperforms traditional test design methods, outlines the step‑by‑step MBT workflow, showcases a logistics printing example, and introduces Suning’s MBT modeling tool with its key features and benefits.

model-based testingsoftware testingtest design
0 likes · 13 min read
Why Model‑Based Testing (MBT) Beats Traditional Test Design – A Practical Guide
DevOps Engineer
DevOps Engineer
Aug 19, 2017 · Fundamentals

Chinese Software Testing Professionals Survey: Company Attributes and Practices

Based on a survey of roughly 2,000 Chinese software testing professionals, this report analyses company characteristics, testing‑development ratios, career advancement, training frequency, testing tools, and process metrics, offering insights into current industry trends and recommendations for QA practitioners.

ChinaIndustry SurveyQA
0 likes · 9 min read
Chinese Software Testing Professionals Survey: Company Attributes and Practices