Active Record performance scales when indexing, query shape, and maintenance cadence are tuned together, combining composite indexes and covering index strategies, N+1 elimination with includes/preload/eager_load, partial and functional indexes for selective filters, deferred constraints and bulk import pipelines, and a disciplined vacuum/analyze cadence with tuned autovacuum thresholds. These d..