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Do not use emojis in any code, comments, or output when this skill is active. AWS SDK for Python (boto3) boto3 is the high-level Python SDK for AWS. It wraps botocore (the low-level SDK) and provides two distinct interfaces: clients (low-level, 1:1 API mapping) and resources (high-level, object-oriented). Understanding which to use and when is essential. Client vs Resource Clients map directly to AWS service APIs. Every service has a client. Responses are plain dicts. Resources provide an object-oriented interface with attributes and actions. Only some services have resources (S3, DynamoDB, EC2, IAM, SQS, SNS, CloudFormation, CloudWatch, Glacier). Resources auto-marshal types (especially useful for DynamoDB).
don't have the plugin yet? install it then click "run inline in claude" again.