Use of AI in testing digital products is soaring, but human input remains hugely important. Testing managers express concerns about the need to accompany rapidly changing requirements, dealing with unstable testing environments, and insufficient time for adequate testing. This blog lays out the pluses and minuses of integrating AI into test design and testing workflows, and highlights when and where human oversight is required.
Like any software project or product, the OpenTAP test automation platform benefits from rigorous test and quality assurance (QA) as part of its build and release process. Recently, the OpenTAP.io team spent time with Keysight QA and Release Manager Sebastian Pop-Vlaic, chatting about how the OpenTAP project team and the Keysight organization go about testing OpenTAP.
Testing open source software (OSS) presents unique challenges, from its decentralized development model to the diverse user base to the varying levels of contributor expertise. Testing community-developed software must also meet challenges arising from the vast number of projects, and in particular, from developer focus on innovation and functionality.
The concept of Shifting Left has come into vogue to describe moving a process or process stage to occur earlier in a left-to-right timeline. Shifting Left applies to various types of testing, especially tests aimed at improving usability and cybersecurity.
This blog reviews the implications for Shifting Left across various software development models, and highlights the benefit of combining a leftward shift with test automation.
