As AI agents move from prototype to production, enterprise teams face new security challenges: trust boundaries between agents, secret sprawl, lateral movement risks, and compliance gaps. This session shares real-world patterns for enforcing Zero-Trust principles, securing service-to-service communication, and building auditable multi-agent systems — with practical takeaways attendees can apply immediately to their own architectures.