- Create a pattern database that learns from successful refactorings - Implement project-specific rule tuning based on historical data - Add suggestion ranking: prioritize refactorings that were most beneficial before - Track which refactorings developers accept vs ignore - Build heatmaps showing which code patterns cause most issues