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Test Development Learning Exchange
Test Development Learning Exchange
Oct 3, 2024 · Backend Development

Using pytest‑xdist for Parallel and Distributed Testing in Python

This guide explains how to install, configure, and use the pytest‑xdist plugin to run Python tests in parallel across multiple processes or machines, covering basic -n options, auto detection, distributed node setup, example test code, configuration files, and advanced features such as custom process names and SSH tunneling.

Distributed Testingparallel testingpytest
0 likes · 6 min read
Using pytest‑xdist for Parallel and Distributed Testing in Python
FunTester
FunTester
Jun 25, 2023 · Operations

Parallel Testing with Selenium: Benefits, Implementation Methods, and Best Practices

This article explains how parallel testing with Selenium improves test efficiency, coverage, and cost-effectiveness, outlines the advantages of using TestNG and Selenium Grid, and provides practical guidance for implementing parallel tests in various project scenarios and CI/CD pipelines.

CI/CDSeleniumTestNG
0 likes · 14 min read
Parallel Testing with Selenium: Benefits, Implementation Methods, and Best Practices
Tencent Cloud Developer
Tencent Cloud Developer
Feb 16, 2022 · Backend Development

Table-Driven Testing in Go: Concepts, Examples, and Advanced Techniques

The article explains Go’s table‑driven testing pattern, showing how separating test data into a slice of structs simplifies test code, improves quality, and enables subtests, parallel execution, assertions, mocking, and custom templates, illustrated with a GetWeekDay example and advanced techniques.

Gomockingparallel testing
0 likes · 14 min read
Table-Driven Testing in Go: Concepts, Examples, and Advanced Techniques
DevOps Cloud Academy
DevOps Cloud Academy
Aug 2, 2021 · Fundamentals

Classifying Unit Tests by Side Effects and Cleanup Strategies

The article explains how to categorize unit tests into side‑effect‑free and side‑effect‑ful groups, discusses the maintenance challenges of the latter, and recommends cleaning up each test’s side effects individually to enable reliable parallel execution and dynamic test environments.

parallel testingsoftware testing fundamentalstest cleanup
0 likes · 5 min read
Classifying Unit Tests by Side Effects and Cleanup Strategies
FunTester
FunTester
May 16, 2020 · Operations

Best Practices for Parallel Test Execution in Selenium

This article outlines essential best practices for implementing parallel testing with Selenium, including creating independent test cases, leveraging cloud‑based Selenium Grid, avoiding test dependencies, efficiently managing test data, and designing parallel test cases to improve speed, reliability, and scalability of web automation.

SeleniumSelenium Gridparallel testing
0 likes · 6 min read
Best Practices for Parallel Test Execution in Selenium
360 Quality & Efficiency
360 Quality & Efficiency
Dec 3, 2019 · Mobile Development

Using Maxim for Multi‑Device Parallel Monkey Stress Testing on Android Apps

This article introduces Maxim, a monkey‑based Android stress‑testing tool that supports fine‑grained scenario control, multi‑device parallel execution, blacklist/whitelist configuration, and special event handling, and provides step‑by‑step instructions with screenshots for practical use.

AndroidApp Stress TestMaxim
0 likes · 6 min read
Using Maxim for Multi‑Device Parallel Monkey Stress Testing on Android Apps
Vipshop Quality Engineering
Vipshop Quality Engineering
Aug 10, 2017 · Operations

How Parallel Testing Can Slash Delivery Time and Boost Quality

Parallel testing overlaps development and testing to dramatically shorten delivery cycles, shift quality checks earlier, and improve overall software quality, while the supply‑chain case study shows layered testing, automated interface tests, CI pipelines, and practical tips for stable automation and low‑coupling design.

Continuous Integrationautomationdelivery cycle
0 likes · 5 min read
How Parallel Testing Can Slash Delivery Time and Boost Quality