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FeaturedArchitectureSeptember 10, 2026

Why AI needs a new isolation boundary

AI workloads decide what to do while they are already running. Containers and conventional VMs were built for software that did not. MicroVMs give agents and Kubernetes nodes a hardware boundary with a lifecycle that fits modern infrastructure, and confidential computing extends that boundary to the host itself.

Mainsail engineering·9 min read
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