Encapsulate subqueries into Common Table Expressions (CTEs) to improve the readability, organization, and maintainability of SQL queries.
Subqueries, especially when nested multiple times, can become hard to debug.
By moving subqueries into CTEs, the query becomes modular, easier to follow, and more efficient for debugging and future modifications.

Best Practices
Encapsulate Complex Subqueries
- If a subquery is long, complicated, or used in multiple places within the query, move it into a CTE.
- A CTE gives the subquery a name and makes its purpose clear.
Improve Query Readability
- Breaking down the query into smaller, logical CTEs makes it easier to understand the flow of data.
Reuse Logic
- When the same subquery logic is needed in multiple parts of a query, encapsulating it as a CTE prevents duplication.
Simplify Nested Queries
- Avoid deeply nested subqueries by defining intermediate results in separate CTEs.