In the last decade or so, network infrastructure has undergone a massive transformation. With the rise of hybrid cloud, distributed applications, and software-defined everything, managing networks has become exponentially more complex. What used to be a stable, predictable environment is now a constantly evolving system of interconnected services, protocols, and devices, each with its own telemetry, APIs, and failure models.