schema-design

Database normalization and schema design patterns

Normalization eliminates redundancy and anomalies. 1NF requires atomic values—no arrays in columns. 2NF eliminates partial dependencies—all non-key columns depend on entire primary key. 3NF removes transitive dependencies—non-key columns don't depend

PostgreSQL JSONB for flexible schema design

PostgreSQL JSONB stores binary JSON efficiently with indexing support. I use JSONB for semi-structured data, dynamic attributes, event logs. JSONB operators enable querying nested data—->, ->>, @>, ?. GIN indexes accelerate JSONB queries.