What Happens to Your Pipeline When the Source System Changes Without Warning

1. 1Identify potential source system changes using monitoring tools
2. 2Implement schema drift detection mechanisms
3. 3Use data validation techniques to ensure data integrity
4. 4Configure alerts for upstream breaking changes
5. 5Test and update pipeline configurations to adapt to changes

Data engineers and pipeline managers can benefit from this article to handle schema drift and upstream breaking changes

💡 Unexpected source system changes can break your pipeline, but proactive monitoring and detection can help mitigate the issue

💡 Handle unexpected source system changes in your pipeline with monitoring, detection, and validation techniques