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Amazon ECR refers to a managed container registry. Teams use it to store Docker images that applications need to run smoothly.

Delta Live Tables is useful for data pipelines that need to be reliable, scalable, and easy to operate. Data processing logic, pipeline management, quality checks, etc. combine into one environment.

RAG applications require more than AI models. They depend on well-structured data pipelines, indexing strategies, metadata, security, monitoring, and reliable infrastructure.

Building infrastructure sized for your busiest hour means you're overpaying every other hour of the day. Auto Scaling adjusts capacity based on real demand.