Solid step-by-step. One operational note from running Tempo at scale: cardinality on span attributes is the silent killer. We had to pull high-cardinality fields like raw prompt text out of attribute labels and into a separate ClickHouse column with sampling. Query latency dropped from 8s to 200ms. Worth thinking about retention policy early.