The explosion of data traffic fueled by cloud computing, Internet of Things (IoT), 5G, and emerging applications such as virtual reality and autonomous vehicles demands communication networks that are not only high-capacity but also highly flexible and intelligent. Traditional optical networks, while offering immense bandwidth, are often rigid and manually configured, limiting their ability to adapt swiftly to dynamic traffic patterns and service requirements.