{"id":"dynamodb-streams-kcl-recommended-over-low-level","text":"AWS recommends using the Kinesis Client Library (KCL) adapter instead of the low-level DynamoDB Streams API for production use, as KCL handles shard management, checkpointing, and failover automatically.","truth_value":"IN","source":"entries/2026/03/11/amazondynamodb-latest-developerguide-StreamsLowLevelWalkthroughhtml.md","source_url":"","source_hash":"79b70837eea6788d","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"dynamodb-streams-kcl-recommended-over-low-level","truth_value":"IN","reason":"premise"}]}}