How to Deploy Vertex AI Workbench with Terraform — Without UI Pain

Vertex AI Workbench is a managed Jupyter environment in Google Cloud. It ships with native integration with BigQuery and Cloud Storage. It leverages GCP’s unified IAM model and networking policies. The goal of this article is to show how to minimize manual work, make configurations reproducible, and reduce idle waste.