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AWS Lambda now supports S3 Files, letting functions mount S3 buckets as file systems for direct read/write without object downloads. This simplifies stateful and AI/ML workflows by enabling shared workspaces and automatic checkpointing via durable functions.
Amazon MWAA runs Airflow pipelines on AWS as a managed service with serverless or provisioned deployment options. It handles infrastructure provisioning, scaling, security, and integrates with SageMaker for end-to-end ML and data workflows.