automated testing

Continuous Delivery 2.0

Jun 11, 2025 · Operations

10 Proven Strategies to Supercharge Your Automated Testing Efficiency

This article presents ten actionable recommendations—including using layered abstractions, prioritizing testability, running tests frequently in CI, adhering to the test pyramid, adopting Page Object and BDD patterns, understanding AI, selecting appropriate tools, and investing in training—to dramatically improve the effectiveness and maintainability of automated testing in software projects.

BDDautomated testingci

0 likes · 6 min read

10 Proven Strategies to Supercharge Your Automated Testing Efficiency

DeWu Technology

Jun 9, 2025 · Frontend Development

How Frontend Automated Testing Can Supercharge R&D Efficiency and Quality

This article examines the current low self‑testing rates in the frontend team, explains why automated quality‑assurance techniques like code coverage and E2E testing are essential, outlines a comprehensive technical and operational plan—including tooling, rollout, metrics, and future road‑maps—to boost R&D self‑testing ratios and overall delivery quality.

Code CoverageDevOpsR&D efficiency

0 likes · 23 min read

How Frontend Automated Testing Can Supercharge R&D Efficiency and Quality

Youzan Coder

May 30, 2025 · Artificial Intelligence

AI‑Driven Automated Testing System: Architecture, Workflow, and Benefits

The article introduces an AI‑driven automated testing system that streamlines code self‑testing, improves impact assessment, and generates comprehensive test reports, detailing its modular architecture, workflow, AI test engine, and future enhancements such as UI simulation and AI‑generated unit tests.

AIAI testingContinuous Integration

0 likes · 9 min read

AI‑Driven Automated Testing System: Architecture, Workflow, and Benefits

Test Development Learning Exchange

Apr 25, 2025 · Mobile Development

Basic Usage and Parameter Configuration of Android Monkey for Automated Testing

This guide explains how to use the Android Monkey tool to generate random user events for stress testing, configure its parameters for different testing scenarios, and analyze the resulting logs to identify crashes, ANRs, and event sequences that affect app stability.

ADBAndroidMonkey

0 likes · 4 min read

Basic Usage and Parameter Configuration of Android Monkey for Automated Testing

Test Development Learning Exchange

Apr 4, 2025 · Mobile Development

Practical Guide: Complete Monkey Testing Workflow

This article provides a comprehensive tutorial on Monkey testing for Android applications, covering the complete workflow from environment setup to test execution, monitoring, and analysis.

ADB commandsAndroid TestingMonkey Testing

0 likes · 5 min read

Practical Guide: Complete Monkey Testing Workflow

Test Development Learning Exchange

Mar 27, 2025 · Mobile Development

Introduction to Monkey Testing for Android Applications

This article introduces Monkey testing on Android, explaining its purpose, key characteristics, and how to set up the environment and run basic tests using ADB commands to improve app stability and automate stress testing.

AndroidMonkey TestingStress Testing

0 likes · 3 min read

Introduction to Monkey Testing for Android Applications

DeWu Technology

Oct 23, 2024 · Backend Development

Automated Traffic Rule Inspection with Flow Replay Platform

The Flow Replay Platform automates traffic‑rule inspection by recording traffic from all environments, letting engineers define jsonPath‑based interface rules that continuously validate pre‑release and production traffic, instantly alerting anomalies, reducing false positives, accelerating release verification, and cutting manual testing effort, as demonstrated by discovered coupon‑related bugs.

automated testingbackendmonitoring

0 likes · 9 min read

Automated Traffic Rule Inspection with Flow Replay Platform

Snowball Engineer Team

Sep 29, 2024 · Mobile Development

Building a Mobile Automated Testing Platform with Airtest and Poco

This article describes how a team built a custom automated testing platform for React Native mobile apps using Airtest and Poco, covering tool selection, script examples, platform architecture with React frontend and Python backend, and solutions for parallel execution and mock services.

AirtestFlaskMock Server

0 likes · 13 min read

Building a Mobile Automated Testing Platform with Airtest and Poco

Test Development Learning Exchange

Sep 28, 2024 · Backend Development

Building a Python‑MySQL Automated Test Framework with Dependency and Parameterization Support

This guide demonstrates how to build a Python‑based automated testing framework that reads test cases from a MySQL database, sends HTTP requests, manages case dependencies and parameterization, and records responses, providing a modular structure with database, executor, and main components.

MySQLTest Frameworkautomated testing

0 likes · 6 min read

Building a Python‑MySQL Automated Test Framework with Dependency and Parameterization Support

DeWu Technology

Jul 29, 2024 · Artificial Intelligence

AI-Driven Loss Prevention: A Comprehensive Field-Level Risk Control System

The paper introduces an AI‑driven loss‑prevention platform that augments manual risk analysis with automated field recognition to map database and code models, generate loss‑related methods and interfaces, and deliver pre‑emptive avoidance, real‑time detection, and post‑incident response, achieving over 1,200% growth in identified loss methods and near‑full field coverage.

AIBusiness Intelligenceautomated testing

0 likes · 8 min read

AI-Driven Loss Prevention: A Comprehensive Field-Level Risk Control System

37 Interactive Technology Team

Jul 29, 2024 · Artificial Intelligence

AI-Generated Unit Test Cases: A Reflection-Based Workflow for Automated Testing

The article describes a reflection‑based workflow that lets an AI iteratively generate, validate, and refine Go unit tests until 70 %+ code coverage is reached, using coverage‑out parsing, role‑based prompts, and automatic error correction, enabling fully autonomous test creation that can be integrated into CI pipelines to dramatically improve developer productivity.

AI testingCI IntegrationCode Coverage

0 likes · 7 min read

AI-Generated Unit Test Cases: A Reflection-Based Workflow for Automated Testing

Test Development Learning Exchange

Jul 5, 2024 · Fundamentals

From Functional Testing to Automated Testing: A Python‑Based Learning Roadmap

This article guides functional testers on transitioning to automated testing with Python, covering core concepts, a step‑by‑step learning plan, and ten practical code snippets ranging from unittest and pytest to Selenium web and API automation.

CI/CDPythonSelenium

0 likes · 6 min read

From Functional Testing to Automated Testing: A Python‑Based Learning Roadmap

vivo Internet Technology

Jun 26, 2024 · R&D Management

Vivo Engineering Efficiency Team: VCR Platform Development and Code Review Plugin Implementation

The article describes Vivo's Engineering Efficiency team's VCR platform, built on GitLab and Gerrit, detailing the design and implementation of code‑review plugins, challenges faced, architectural integration, customization techniques, and future directions toward automated and AI‑enhanced code review.

Code ReviewEngineering EfficiencyGerrit

0 likes · 15 min read

Vivo Engineering Efficiency Team: VCR Platform Development and Code Review Plugin Implementation

Youzan Coder

Jun 21, 2024 · Frontend Development

Visual Regression Testing: Page Comparison Tool Implementation at YouZan

YouZan implemented a BackstopJS‑based visual regression testing platform that automatically compares pre‑release and production pages, managing cases, scenarios, tags and selectors, which now runs over 1,000 tests, saves roughly 300 person‑days per year, has uncovered more than 100 e‑commerce issues, and is being extended to mini‑programs, React/Vue component checks, and traffic‑playback UI monitoring.

BackstopJSE2E testingautomated testing

0 likes · 12 min read

Visual Regression Testing: Page Comparison Tool Implementation at YouZan

Ele.me Technology

May 28, 2024 · Operations

Automated Mock for E2E Testing: Design and Implementation of Unmanned MOCK

Unmanned MOCK automatically generates intelligent, context‑aware mock responses for downstream services in end‑to‑end tests by collecting sub‑call data, extracting knowledge, and applying dynamic rules, so failures in downstream systems are isolated, raising test success rates toward near‑100 % without manual mock configuration.

Continuous IntegrationE2Eautomated testing

0 likes · 12 min read

Automated Mock for E2E Testing: Design and Implementation of Unmanned MOCK

Ctrip Technology

Apr 17, 2024 · Backend Development

AREX: Ctrip’s Open‑Source Traffic Recording and Replay Platform – Architecture, Challenges, and Best Practices

The article introduces AREX, Ctrip’s open‑source traffic recording and replay platform, detailing its background, design decisions, technical challenges such as cross‑thread collection and non‑idempotent interfaces, deployment strategies, best‑practice integration with CI/CD pipelines, and the measurable benefits achieved across thousands of applications.

CI/CDJava agentMicroservices

0 likes · 14 min read

AREX: Ctrip’s Open‑Source Traffic Recording and Replay Platform – Architecture, Challenges, and Best Practices

Test Development Learning Exchange

Dec 27, 2023 · Mobile Development

Using MonkeyRunner for Android Automated Testing: Scenarios and Sample Code

This article introduces MonkeyRunner, an Android automation tool, and demonstrates its use in basic operation testing, app installation and removal, UI interaction, and performance measurement with clear Python‑style code examples for each scenario.

AndroidMonkeyRunnerPython

0 likes · 5 min read

Using MonkeyRunner for Android Automated Testing: Scenarios and Sample Code

Test Development Learning Exchange

Dec 20, 2023 · Backend Development

Advanced @betamax.use_cassette Techniques for Automated Testing

This article explains why recording and replaying HTTP interactions with Betamax is essential for automated testing, outlines its benefits such as consistency, efficiency, error reduction, regression support, and provides multiple advanced code examples for custom recording modes, request filtering, cassette control, context‑manager usage, and handling dynamic content.

BetamaxCassetteHTTP Recording

0 likes · 10 min read

Advanced @betamax.use_cassette Techniques for Automated Testing

Test Development Learning Exchange

Dec 10, 2023 · Backend Development

Online Traffic Replay in Python Automated Testing: Log Parsing, MySQL Storage, and Local Request Data Management

This article explains how to implement online traffic replay for Python automated testing by parsing logs, storing request data in a local MySQL database, analyzing user information with data‑analysis libraries, and locally persisting URL, method, headers, and body details using JSON files, complete with sample code.

MySQLPythonautomated testing

0 likes · 5 min read

Online Traffic Replay in Python Automated Testing: Log Parsing, MySQL Storage, and Local Request Data Management

Test Development Learning Exchange

Sep 27, 2023 · Fundamentals

Designing a Scalable Python Automated Testing Architecture: Strategies, Best Practices, and Sample Implementation

This article outlines key principles and best practices for designing a scalable Python automated testing architecture, covering test strategy definition, framework selection, modular and keyword‑driven design, test data management, error handling, reporting, CI integration, and provides a complete example implementation.

CI/CDCode ExampleTest Framework

0 likes · 9 min read

Designing a Scalable Python Automated Testing Architecture: Strategies, Best Practices, and Sample Implementation