Java

AI for Test Log Analysis: Predicting Flaky Tests & Optimizing Test Execution with Java

Can AI detect flaky tests before they cause problems? Can it optimize test execution automatically? 🤔 In modern test automation, one of the biggest challenges QA engineers face is dealing with flaky tests—tests that randomly pass or fail due to unstable environments, timing issues, or dependencies. 💡 What if AI could analyze your test logs …

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Java Optional

Optional was introduced in Java 8 and its primary objective is to prevent NullPointer exceptions in code. Consider it as wrapper/container object which may or may not hold a non-null value. One needs to unwrap/de-containerize it to get the actual content using methods provided by Optional itself. For example – method ‘isPresent‘ invoked on Optional …

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