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Another reason for shift left testing is to [https://www.lambdatest.com/learning-hub/shift-left-testing increase collaboration and communication] between different teams involved in software development. By catching defects early, development teams can work more closely with other stakeholders, such as testers and business analysts, to identify and resolve issues before they become more difficult to fix.
There are several tools available to support shift-left testing, including those that use [[artificial intelligence]] (AI) and [[machine learning]] (ML). AI and ML tools can be used to automate testing activities and optimize test coverage. By using these tools, software developers can identify defects earlier in the development cycle and improve the overall quality of their software products.<ref>{{cite book |last1=J. Gao, C. Tao, D. Jie, S. Lu |title=What is AI Software Testing? and Why |date=2019 |publisher=IEEE |url=https://ieeexplore.ieee.org/document/8705808/authors#authors}}</ref>
== Risks of testing later ==
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