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A data engineering onboarding workflow focuses on automated testing for inherited ETL pipelines. The setup requires Docker Desktop, VS Code, and Dev Containers Extension. Docker creates isolated test environments for integration tests and data validation across platforms. Testing patterns are reusable for different pipelines.
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