
Every write to DynamoDB can trigger a chain of downstream actions -- search indexing, analytics, cache invalidation, cross-region replication. DynamoDB Streams captures every change as an ordered event stream, and the patterns for consuming it reliably are what separate toy demos from production systems.
AWS in Production
Lambda, DynamoDB, S3, CDK, IAM -- real AWS patterns.