Comment by brian_meek

Thank you. Along the way in doing this I spent most of my effort in providing guard rails to eliminate or reduce slop. My goal was something I can use in other pet projects and maintain. I'm satisfied with the outcome, and appreciate you noticing it wasn't just yolo vibe coding.