You will also shape how indexing infrastructure integrates with DynamoDB"s partitioning, replication, admission control, and query-processing systems - delivering predictable performance across latency, throughput, freshness, availability, and cost. Develop index lifecycle mechanisms covering index creation, backfill from existing table data, incremental updates, compaction, partition splits and merges, rebalancing, and deletion - all while the table continues to serve live traffic.