In the era of knowledge sharing, discover 转转QA from a new perspective.
This article explains how leveraging real online traffic for offline replay can simultaneously reduce regression testing costs, ensure functional correctness, and improve test efficiency, illustrated through a detailed case study of the CaiHuoXia marketplace backend development.
This article presents a comprehensive design of the Cleaner anti‑crawler system, detailing its background, current challenges, related research, system architecture—including a Flink‑based data processing center, a strategy‑driven ban center, and a lightweight ban store—and evaluates its effectiveness in real‑time bot mitigation.
The article describes a solution that automatically triggers interface test cases after a service deployment by listening to deployment‑success MQ messages, dynamically invoking TestNG with service‑specific IPs, and integrating Spring bean registration to simplify test code while handling dynamic nodes, reporting, and common pitfalls.
This article describes how a Python‑based diff utility was created to compare old and new API responses during a promotion change‑record migration, detailing its implementation, handling of JSON structures, improvements over the first version, and plans for integration with an API testing platform.
This comprehensive report analyzes the 2021‑2022 software testing landscape, presenting questionnaire data from 1,859 respondents, salary distributions, regional and experience‑based trends, team sizes, entry pathways, test‑development ratios, automation impact, efficiency bottlenecks, and future directions such as AI, big data, and AR/VR.
This tutorial explains how to set up and use Puppeteer together with the Mocha test framework to create, run, and report UI automation test cases for web and H5 applications, covering installation, a demo script, selector handling, and visual test reporting.
This guide explains how to set up and use WEditor for Android and tidevice/Appium for iOS to locate UI elements efficiently, covering prerequisite tools, installation commands, step‑by‑step connection procedures, error handling, and best‑practice strategies for reliable mobile UI automation.
This article explains why and how to use code diff and code‑coverage metrics, provides concrete examples of debugging and test‑case design, and shares step‑by‑step instructions for using IDEA and remote debugging to ensure business quality throughout the development lifecycle.
This article examines the Athena customer‑service system by describing its purpose, behavior‑tree based architecture, configuration‑driven logic, and practical testing approaches, while also proposing future improvements such as engine‑plus‑configuration designs and automated test‑case generation.
This article provides a comprehensive walkthrough of how ZuanZuan uses Jenkins together with the custom Beetle platform to automatically generate jobs, configure config.xml, optimize front‑end builds, manage compile packages, and address Sonar scan performance issues, complete with diagrams and script examples.
