Cost

Cost Management and Credits

Explains how Snowflake's credit-based consumption pricing works across compute, storage, and cloud services, and the tools available to monitor and control spe…

Performance and Cost Optimization

Techniques for reducing dbt run time and warehouse spend, including materialization strategy, incremental models, clustering, and query cost monitoring.

The Query Planner and Cost Estimation

Understand how PostgreSQL's planner generates candidate execution plans and estimates their cost so it can pick the cheapest one.

Pipelining in Redis

How Redis pipelining collapses many network round trips into one for bulk operations, how it differs from MULTI/EXEC transactions, and when it can't help.

Cost Optimization Basics

Learn concrete cloud cost-optimization levers such as right-sizing, reserved and spot instances, storage tiering, and auto-scaling.

Cloud Cost Optimization Cheat Sheet

Practical strategies and tools for reducing cloud spend across compute, storage, and networking on AWS, Azure, and GCP.

Disaster Recovery & Backup Strategies Cheat Sheet

Explains RTO/RPO, common DR strategies from backup-restore to multi-site active-active, and backup best practices in the cloud.

FinOps Basics Cheat Sheet

Introduces FinOps principles, the crawl-walk-run maturity model, cost allocation via tagging, and key cost optimization levers.