Short Communication: Canary Validation for Data Pipelines Using Shadow Jobs
Abstract
We describe a shadow-job framework to validate transformations pre-merge. In production, defect escape rate dropped 38% with <3% overhead.
Cite this article
Karim, H. & Shah, A. (2025). Short Communication: Canary Validation for Data Pipelines Using Shadow Jobs. Research Explorations in Global Knowledge & Technology (REGKT), 3 (7). Retrieved from https://regkt.com/article.php?id=139&slug=short-communication-canary-validation-data-pipelines-shadow-jobs