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Using Docker Local Remote Development and Clean Interfaces to Scale
Instacart uses Docker for consistent development and clean interfaces. The company has to use AWS very heavily in order to manage the online and offline data flows. Instacart is a service that manages any model that goes to production, so it's actually your system which manages the training of that model and then promotion to production.