Lessons will appear here as Aria learns from decision outcomes
Every decision is logged with context, reasoning, and alternatives considered
Results are tracked - success, failure, or neutral - to evaluate decisions
Aria reflects on outcomes to extract lessons and update behavior
Preference pairs are created for fine-tuning and continuous improvement