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I would use Systems Manager to run ad hoc automation scripts on your EC2 instances in the cluster. If you're using an AMI listed here, the agent is already installed. Otherwise, you can install it as part of the instance's user data script, or if you're using CloudFormation to deploy, you can use cfn-init to run scripts and install the SSM agent. You interact with Systems Manager using your IAM credentials, so you don't need to login directly to the instances (although you can using SSM Session Manager) to run automation.
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