LinkedIn rebuilt Kubernetes for agent speed, Walmart tackled duplicate agents, Zendesk its data pipelines: three fixes for enterprise AI agent infrastructure.

At VB Transform 2026, Amazon AGI director Bryan Silverthorn explains why AI agent reliability, not benchmarks, keeps enterprises stuck in pilot mode.

LinkedIn rebuilt Kubernetes for agent speed, Walmart tackled duplicate agents, Zendesk its data pipelines: three fixes for enterprise AI agent infrastructure.