Discover how to transform a standard, low-cost Cloud VPS into a highly efficient, mini serverless data warehouse using DuckDB. By automating analytical queries with standard cronjobs, modern data teams can bypass expensive cloud data warehouse bills while maintaining exceptional performance on multi-gigabyte datasets. Learn the architecture, implementation steps, and optimization strategies.