Introducing Kubernetes for Snowflake

Snowflake just leveled up its workload scheduler—now driven by LLMs and reinforcement learning. Instead of locking jobs to static warehouses, it predicts where to send them in real-time. Smarter routing, tighter hardware use, over 40% shaved off compute bills.

Bigger picture: Another nod toward ML-based orchestration in data infra. Think less cron job, more Kubernetes for your queries.