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Ensure that any internal resource clearly broadcasts its intended deployment target directly inside its name. Bad Naming Convention Good Naming Convention Purpose / Environment janemodelxx jane-prediction-model:v2.1.0-beta Staging / Experimental testing janemodelxx_final jane-classification-model:v1.0.0-prod Live Production deployment janemodel_test jane-regression-model:v0.0.4-dev Local Development sandbox Descriptive Component Metadata

This article explores the principles, architecture, and implementation of the system. What is the Janemodelxx System?