
The traditional model of human-led infrastructure oversight is currently fracturing under the architectural weight of hyper-complex microservices and the sheer volume of code generated by autonomous development tools. As organizations transition toward decentralized cloud environments, the manual labor required to maintain system uptime has reached a tipping point, necessitating a shift from reactive monitoring to proactive, AI-driven management. This transition










