Snowflake

What It Really Takes to Run Snowflake’s Snowpipe in Production at Scale – A Comprehensive Guide

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We adopted a practical Medallion-style approach to structure our data flows – segmenting data flows into Bronze, Silver, and Gold layers. As part of this redesign, we needed to optimize how curated data was exported to Snowflake. That’s when we hit performance issues with external tables. I know the common suggestion is to use the … Read more

Snowflake – Performance Tuning and Best Practices

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Snowflake Performance Tuning with charts and best practices visual illustration

Snowflake’s cloud-native architecture makes it incredibly easy to get started — but running it efficiently at scale is a whole different game. If you’ve ever faced slow queries, ballooning credit consumption, or unpredictable performance, you’re not alone. Tuning Snowflake workloads requires more than just adjusting warehouse sizes — it involves understanding how Snowflake stores data, … Read more