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It looks like this was partially done in thanos-io/thanos#7335 but I also had trouble getting this to work with pod identity and eventually found this bug report.
AWS has introduced EKS Pod Identity as a new way for authenticating Kubernetes Pods against AWS APIs.
This requires upgrading the Go AWS SDK to at least 1.23.0, currently 1.16.0 is being used
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