The author, Thomas Jensen, describes the complete rebuild of his DIY alarm system, transitioning from a Raspberry Pi to an Arduino Mega for improved stability and functionality. Key reasons for this decision include the desire for hands-on Arduino experience, the necessity for more input options, and enhancing system reliability while utilizing end-of-line resistors.