Notepad is the everyman of Windows apps, but at heart, it remains a plaintext editor that somehow evolved into a playground ...

Abstract: Automated code review systems have improved software development, yet many lack contextual awareness, leading to redundant feedback and limited adaptability to user-specific coding styles.