On September 6, 2017, a note regarding test automation tools suggested modifying the APP_ABI option in the Application.mk file to include multiple architectures such as armeabi, armeabi-v7a, and x86 to improve compatibility. This change requires developers to re-run their build process to implement the adjustments effectively.