As BLU workloads scale, maintaining optimal insert performance, log efficiency, and data organization becomes increasingly important. This session addresses these challenges through defragmentation, data clustering, and reduced logging. We will examine internal storage behavior and share proven techniques to reclaim space, reduce log overhead, and sustain high-throughput workloads.