AWS's pitch for managing multi-model AI agents

AWS says multi-model agentic applications can add operational overhead in container orchestration, scaling policies, identity, and observability. It says teams often spend more time on that infrastructure than on agent logic. Its AgentCore runtime handles container lifecycle, scaling, identity, and observability, so the pitch is to spend more time on agent code.