[mostlyjason]

Yeah I think most people store them for a limited time, such as a week or a month. Most issues that pop up will only be relevant that long. You can have permanent archives for individual data since storage is cheap, or even summary metrics. Better to start with ground truth because you often don't know what data you'll need in hindsight.