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.

Police bodycam footage captured a 64-year-old Thai woman as she lay trapped in the coils of a python. Arom Arunrot was found lying on the floor of her house with the ...