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Intermittent pipeline inconsistencies when running parallel jobs with shared dependencies - Build Environment - CircleCI Discuss

Hi everyone, I’m currently working on a CircleCI pipeline where I’ve set up multiple parallel jobs to speed up testing and build execution. The overall workflow is functional, but I’m seeing occasional inconsistencies when jobs run concurrently and access shared dependencies or cached resources. In some test cases, I noticed that unrelated datasets used for pipeline validation can sometimes introduce noise during builds. For example, while running integration tests that include mixed sample in...