S3 object layout (S3 bucket)

• Choose an output key template with time-based placeholders that matches how you query the data downstream.

• Use GZIP or ZSTD compression to reduce storage costs for text-based payloads; choose the storage class (STANDARD, INTELLIGENT_TIERING, GLACIER_IR) based on access patterns.