If AI is the future of infrastructure, why does production still feel experimental? Joel Vasallo, Senior Director of Platform Engineering at TAG (The Aspen Group), joins us to explore what AI adoption actually looks like inside real production environments. From agent gateways and MCP servers to AI-assisted monitoring, we discuss the operational tradeoffs, why many pilots never scale, and what it really takes to move from cloud-native to AI-native.