- Implemented exclusion of existing proposals and active directors to avoid duplicate character selections.
- Added detailed logging for SQL queries and fallback mechanisms when insufficient older characters are found.
- Improved character selection process by combining excluded character IDs and ensuring a diverse set of proposals.
- Streamlined the batch creation of director proposals with average knowledge calculations for better income predictions.