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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. |
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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. |
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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. |
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7 Ways to Change the Culture for DevOps Success The hard part of successful DevOps isn’t implementing the technology; it's ensuring you have the right culture in your organization. You need to break down silos and align competing priorities and individual incentives to gain real benefits from DevOps. Move beyond thinking about technology alone and look at the people side of the equation. Here are seven ways to create a successful team that delivers the benefits of DevOps. |
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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. |
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11 Reasons Behavior-Driven Development Can Fail There are a lot of advantages to behavior-driven development, but there are also a lot of challenges you can encounter during the implementation. Knowing is half the battle, so be aware of these eleven common stumbling blocks to BDD adoption and outline plans to mitigate them beforehand, and you’ll be able to start reaping the benefits of BDD sooner. |
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6 Steps for Succeeding with Test Automation in Agile Lots of test automation efforts in agile software development fail, or at least do not maximize their potential. This article looks at two main reasons test automation may not live up to the expectations that testers and other stakeholders in the agile development process have, then outlines six steps to avoid falling into these traps. Here's how to succeed with test automation in an agile environment. |
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Who Should Set Up Continuous Integration for Automated Tests? If you want to trigger long-running, end-to-end automated tests, you must integrate the test execution system with the continuous integration system. But this job falls in a fuzzy area that meets at the nexus of feature development, test automation development, quality assurance, and build and release engineering. Here's how to decide who should be responsible for the setup. |
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Shifting Right Offers New Possibilities for Agile and DevOps Teams The shift-right concept originates from testing. But agile and DevOps teams also can use it to improve their systems and service to the client. However, there is a complicating factor: Different people have different explanations for what shifting right is. Let’s look at the different forms of shifting right, what the potential benefits are, and who should ideally be involved in your shift-right process. |
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Continuous Delivery Is Not a Pipeline Pretty much everything you hear about DevOps mentions “the pipeline.” Continuous delivery is not really about the pipeline, however. Continuous delivery is about two things: testing strategy and branching strategy. The pipeline is important; it is an integral part of DevOps. However, the central element is the practice of testing continually using automated tests. |
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