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Best practices we recommend are -
DO: apply for a developer's edition of the Cube-IQ GUI to help with defining your data
DO: Validate your JSON or XML before sending to the API
DO: Provide the optimization call with webhooks. Set up webhooks to be notified of optimization progress and completion. This would be in preference to polling the API
DON'T: rely upon the service to find your data errors
DON'T: poll the API more than once per second