Terraform for Data Teams: BigQuery, Cloud Run, and the Blueprint That Scales
Modules, workspaces, drift, and CI/CD — a working Terraform layout for teams shipping data platforms without becoming full-time infra engineers.
Building an LLM Cost Dashboard in BigQuery That Actually Changes Behavior
The end-to-end blueprint for tracking every LLM call in BigQuery — schema, ingestion patterns, cost attribution by team/feature/user, unit-economics dashboards, and the alerts that catch runaway spend before finance does.
BigQuery Cost Control That Scales: 12 Patterns from Real Warehouses
Twelve battle-tested patterns to cut BigQuery spend 30–70% without touching data quality — partitioning, clustering, materialized views, reservations, and the FinOps loop that keeps savings from decaying.
Cloud Run + Cloud SQL: The Boring Blueprint That Runs Half My Production Systems
A complete production blueprint for Cloud Run + Cloud SQL on GCP — connection pooling, IAM, secrets, migrations, blue/green deploys, cost control, and the failure modes to prevent before they hit.