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Shape the infra spec — AWS architecture, cost, blue-green, teardown #924

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@HexSleeves

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Decide the standalone infrastructure spec's shape: AWS architecture (EKS vs ECS vs plain EC2/compose), Terraform layout in-repo, cost ceiling and guidance for learners, blue-green mechanism, SLA/alerting stack, provisioning + teardown UX (one command each way). Consumes findings from the ARM validation and AWS research tickets.

Parent map: #915
Blocked by: #920 #921

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