Maintain consistent naming patterns throughout the codebase to improve readability and reduce confusion:

  1. Use descriptive names that reflect purpose:
  2. Follow project style conventions:
  3. Use consistent type hint syntax:

These conventions make code easier to understand, maintain, and debug while reducing the cognitive load for developers working across different parts of the codebase.