/postgres

Schema Design

Primary Keys

Prefer BIGINT GENERATED ALWAYS AS IDENTITY. Avoid random UUIDs (UUIDv4) as primary keys; use uuidv7() when you need UUIDs.

CREATE TABLE user (
  id BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY,
  email TEXT NOT NULL UNIQUE
);

Random UUID PKs (v4) can cause index fragmentation; UUIDs are also larger (16 vs 8 bytes for BIGINT) and can slow joins.

Data Types

Prefer CHECK constraints over ENUM types — they're easier to modify:

CREATE TABLE order (
  id BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY,
  status TEXT NOT NULL CHECK (status IN ('pending', 'shipped', 'delivered'))
);

Foreign Keys

• Always index FK columns (PostgreSQL does not auto-create these)
• Avoid circular FK dependencies
• Suggestion: use ON DELETE CASCADE or ON DELETE SET NULL explicitly

CREATE TABLE order (
  id BIGINT GENERATED ALWAYS AS IDENTITY PRIMARY KEY,
  customer_id BIGINT NOT NULL REFERENCES customer(id) ON DELETE CASCADE
);
CREATE INDEX order_customer_id_idx ON order (customer_id);

Naming Conventions

• Tables: singular snake_case (user_account, order_item)
• Columns: singular snake_case (created_at, user_id)
• Indexes: {table}_{column}_idx
• Constraints: {table}_{column}_{type} (e.g., order_status_check)

General Guidelines

• Add NOT NULL to as many columns as possible
• Add created_at TIMESTAMPTZ DEFAULT NOW() to all tables
• Use BIGINT for all IDs and foreign keys, even on small tables
• Keep tables normalized; denormalize only for proven hot read paths