Speed Over Structure: Rethinking PostgreSQL Normalization for Massive Scale

While strict database normalization ensures data integrity, it often becomes a performance bottleneck due to expensive JOIN operations at high traffic. Leveraging PostgreSQL's JSONB provides a strategic way to de-normalize data, drastically reducing latency and CPU overhead for complex, real-world applications.