gcp-storage

Google Cloud Integration

# Core GCP client library
pip install google-cloud-python

# Vertex AI + Agent Engine (AI/ML workloads)
pip install google-cloud-aiplatform

# Specific service clients (install only what you need)
pip install google-cloud-bigquery      # BigQuery
pip install google-cloud-storage       # Cloud Storage
pip install google-cloud-pubsub        # Pub/Sub
pip install google-cloud-run           # Cloud Run

Architecture Guidance

• GCP service selection and trade-off analysis
• Cost estimation and optimization (committed use discounts, sustained use)
• Pre-flight IAM / Workload Identity Federation requirements
• IaC approach (Terraform AzureRM vs Deployment Manager vs Config Connector)
• Integration patterns with Google Workspace and other GCP services
• Vertex AI Agent Engine for multi-agent workflow design

Agent & AI Capabilities

Reference

• Google Cloud Python Client
• Vertex AI Python SDK
• Google ADK
• GCP Pricing Calculator
• IAM Best Practices
• Workload Identity Federation