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How Ramp runs GPU AI workloads at scale with ECS Managed Instances

calendar_today September 21, 2026 person Raphaël Beamonte domain amazon-eks

Ramp runs GPU-powered AI inference continuously on Amazon ECS. This post walks through how Ramp’s infrastructure team moved those GPU workloads onto Amazon ECS Managed Instances: the architecture pattern, Terraform implementation, and the lessons learned migrating 50 to 60 EC2 instances.

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