This post discusses the inefficiencies of row-level DELETE operations in databases, highlighting the significant write-ahead logging (WAL) volume and autovacuum backlogs they create. It proposes a partition-based retention method that can efficiently remove 90 days of data in milliseconds without generating dead tuples or requiring regular cron jobs.