Articles

Rubik's cube being solved A Tester's Role in AIOps

“AIOps” stands for “artificial intelligence in IT operations,” or using machine learning and data science to solve IT problems. AI can help with many IT functions, including detecting and remediating outages, monitoring availability and performance, and IT service management. Like with DevOps, a tester plays an important part with AIOps—they just have to determine what that is.

Bhavani Ramasubbu's picture Bhavani Ramasubbu
QA professionals performing continuous testing How Continuous Testing Is Done in DevOps

DevOps does speed up your processes and make them more efficient, but companies must focus on quality as well as speed. QA should not live outside the DevOps environment; it should be a fundamental part. If your DevOps ambitions have started with only the development and operations teams, it’s not too late to loop in testing. You must integrate QA into the lifecycle in order to truly achieve DevOps benefits.

Junaid Ahmed's picture Junaid Ahmed
Laptop screen showing test data analytics Applying Data Analytics to Test Automation

Testers gather lots of metrics about defect count, test case execution classification, and test velocity—but this information doesn't necessarily answer questions around product quality or how much money test efforts have saved. Testers can better deliver business value by combining test automation with regression analysis, and using visual analytics tools to process the data and see what patterns emerge.

Harsh Vardhan's picture Harsh Vardhan
Person creating a "continuous" infinity sign with a sparkler Bringing Continuous Testing to Your Organization

Continuous testing means all your tests are executing all the time, providing continuous feedback into the quality and health of your applications. In order to achieve continuous testing, you must first adopt the right test automation strategy. Understanding how to bring in all different types of test automation practices as efficiently as possible enables you to get started down the path of continuous testing.

Chris Colosimo's picture Chris Colosimo
Brain made of computer circuits and binary code A Simpler Way of Using Machine Learning to Shift Testing Left

The advantages of shifting left and testing as early as possible are obvious. But as you automate more testing, the test suite grows larger and larger, and it takes longer and longer to run. Instead, just automate the process of finding the right set of tests to run. The key to that is machine learning. This isn't AI bots finding bugs autonomously without creating tests; this is a different way to use machine learning, and it’s far simpler.

James Farrier's picture James Farrier
Pyramid in Egypt Inverting the Test Automation Pyramid

A growing company was tasked to develop a test automation program from scratch, change its coding practices, and build a continuous testing toolchain. Martin Ivison details how they did it, including realizing that implementing the traditional test pyramid wasn't going to work—it would have to be turned upside down. They found out that small is beautiful, cheap is good, and cultural change matters.

Martin Ivison's picture Martin Ivison
Computer screen showing clean code Clean Coding Practices for a Scalable Test Automation Framework

Many organizations are looking to expand their automation abilities by designing and developing test automation frameworks. However, we often abandon good coding practices in favor of working as fast as possible. We need to treat this project like any other application development project. Here are three of the most important clean coding practices to keep in mind in order to make a scalable test automation framework.

Sumon Dey's picture Sumon Dey
Infinity symbol with test automation gear incorporated Test Everywhere: A Journey into DevOps and Continuous Testing

A move to DevOps creates an opportunity to shift the testing process to the left. But what if you went further? DevOps supports continuous testing, so you can advocate for a constant focus on quality, with testing permeating the entire software development process. Here's how you can actually have a faster testing process when the software is tested throughout the lifecycle, by developers, testers, and automation alike.

John McConda How to Incorporate Agile and Automation in a Regulated Environment: An Interview with John McConda
Video

John McConda, principal consultant at Mozer Consulting, discusses his workshop designed to aid testers who work in a regulated environment to implement agile and automated testing. He talks about how those who work in businesses that are regulated by federal agencies, the Sarbanes-Oxley Act, and other compliance requirements can still work within those rigid specifications to introduce agile and automated processes.

Owen Gotimer's picture Owen Gotimer
Dawn Haynes Job Security in the Age of Automation: An Interview with Dawn Haynes
Video

In this interview, Dawn Haynes, CEO, testing coach, and consultant for PerfTestPlus, discusses the ever-evolving world of AI and machine learning and the impact on the future of testing. Dawn explains why tools and automation will not be able to replace people, so testers don’t need to worry about job security.

Jennifer Bonine's picture Jennifer Bonine

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