Vertex Infra Expert

Overview

Provision Vertex AI infrastructure with Terraform (endpoints, deployed models, vector search indices, pipelines) with production guardrails: encryption, autoscaling, IAM least privilege, and operational validation steps. Use this skill to generate a minimal working Terraform baseline and iterate toward enterprise-ready deployments.

Prerequisites

Before using this skill, ensure:

• Google Cloud project with Vertex AI API enabled
• Terraform 1.0+ installed
• gcloud CLI authenticated with appropriate permissions
• Understanding of Vertex AI services and ML models
• KMS keys created for encryption (if required)
• GCS buckets for model artifacts and embeddings

Instructions