D2DO315: Running Agents Securely at Scale

As enterprises move AI agents from experiments into production, security, governance, and observability become core operational concerns rather than optional add-ons. The episode highlights that at-scale agent deployments will require specialized controls such as AI gateways, semantic routing, sandboxing, and stronger monitoring to reduce risk, protect data, and maintain reliability. For IT organizations, this means adapting existing platform, security, and operations practices to support a new class of autonomous workloads with clear guardrails and accountability.