Adding a new column sounds simple, but in production systems with massive datasets, zero-downtime rules apply. Schema changes can lock tables, drop queries, or send replication lag into hours. The key is preparation, execution, and verification with each new column deployment.
Design the column with strict attention to type, nullability,