6 Practical Ways to Fix Flaky Tests in Your CI Pipeline

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A flaky test passes sometimes and fails sometimes, with no change to the code. One flaky test is an annoyance. Twenty of them destroy trust in your pipeline: developers start clicking "re-run" by reflex, and real failures slip through because everyone assumes it's "just flakiness again." After many years working on QA and release pipelines, I've found that most flaky tests come from a small number of root causes. Here are six practical fixes, roughly in the order you should try them. You can't fix what you can't see.

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