Optimizing compute resources in Snowflake not just about allocating compute (scale up and scale out) when needed. It is about adopting a proactive and continuous approach of resource management. The key is balancing performance with cost by fine-tuning how compute is allocated as your workloads evolve. Instead of occasional warehouse tweaks, the compute optimization process of Snowflake requires ongoing adjustments to workload architecture to ensure efficiency.