Céleste Oduya

Persistent VMs retain loaded data and connections that serverless must rebuild on each invocation.

Serverless resource caps make certain agent capabilities impossible to build.

Micro-VMs address agent threat models that containers were never designed to handle.

Anthropic reveals how file system design fixes the memory crisis that derails long-running agents.

Where memory lives between requests determines whether an agent can handle multi-step work.