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> I'm also not sure how to make the jump from exporting AWS_ACCESS_KEY_ID and having my instances automatically request the permissions they need - STS?

Check out instance profiles. This feature allows any AWS API-aware application to request credentials on demand, eliminating key management/rotation:


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