Vector Databases in Production: What the Benchmarks Miss

Recall@10 on a static corpus tells you almost nothing about a retrieval system that ingests two million documents a day. We cover index rebuild strategies, hybrid search tuning and the operational costs nobody puts in the benchmark table.