Kinesis Data Streams Now Scales Down On-Demand Capacity Smarter

AWS just made Kinesis Data Streams on-demand mode more cost-efficient by letting you scale down ingest capacity with warm throughput—perfect for handling traffic spikes without paying for unused resources afterward. The article walks you through how the scaling mechanism works, monitoring with CloudWatch, and best practices for releasing excess capacity when things calm down.