Ariel Cymberknoh
Mobileye (Israel)
Using AI for Test Failure Classification assistance in complex CI and automated frameworks
In today’s complex CI and automated test frameworks, dozens or even hundreds of test reports are being generated. Even if a small percentage of them result in Failure, it means that every day there are dozens of failures that need to be investigated, rootcaused and dispositioned.
Also, these failures can happen because many different reasons: product bugs, test issues, test automation or CI automation issues, infrastructure (IT) issues, etc.
In my presentation I will show the approach we are taking in our teams to deal with this burden by utilizing AI tools, helping us expediting the lifecycle and dispositioning of failing tests.
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Ariel Cymberknoh is a CI/CD and Embedded Software Test Automation Manager. After 24 years career as Firmware Validation manager for Intel’s Security and Manageability products, in 2024 Ariel moved to Mobileye to lead the CI/CD and test automation infrastructure for ADAS and AV (Autonomous Vehicle) projects.
Ariel has been very active in the Embedded Software Test community, presenting in numerous forums and conferences.



