What to keep, what to drop, and what you must not store at all

Full traces are the most useful thing you can keep and the most expensive, and they are a copy of your customers' data in a second system. Sampling that keeps the runs worth having, retention that survives a slow complaint, and the redaction that has to happen before anything is written.