Shopify has evolved its media management system to support videos and 3D models alongside existing images. This involved a critical architectural decision between using Rails callbacks and a pipeline approach for handling complex data operations and ensuring transactional integrity. The pipeline approach was adopted to improve control over code, enhance maintainability, and achieve a clear separation of concerns, allowing for more robust and scalable media handling.
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