AWS has a UI for resources in the cluster but it relies on the IAM role you're using in the console to have configured perms in the cluster, and our AWS SSO setup prevents that from working properly (this isn't usually the case for AWS SSO users, it's a known quirk of our particular auth setup between EKS and IAM -- we'll fix it sometime).
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