Problem You can see "data scanned" metrics for queries in the Redshift console, but you need to access these numbers programmatically from Lambda functions, ETL jobs, or CI/CD pipelines that use the Redshift Data API. Without programmatic access to s...

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Anik Sikder
Turning bugs into features since forever
This is a super valuable breakdown for anyone working with Redshift at scale. You’ve clearly highlighted a real gap scan metrics are critical for cost and performance control, and not having programmatic access is a blocker. The step-by-step guide makes it actionable, and the emphasis on Redshift Serverless billing ties it directly to real-world impact. Definitely something teams should implement if they care about efficiency and budget.