Warehouse Design and Workload Management

Snowflake performance isn’t only about query shape; it’s about where queries run and who they run with. A great design treats warehouses as lanes on a highway. BI dashboards shouldn’t idle behind nightly ELT. Data science experiments shouldn’t evict caches that keep finance reports snappy. The goal is simple: give each workload a lane sized for its behavior, keep the lanes warm just enough to hit caches, and control spend with guardrails instead of heroics.