A step-by-step guide to deploying the 'Dev Signal' multi-agent system to Google Cloud Run using Terraform. Covers building a production FastAPI server with Vertex AI memory bank integration, implementing OpenTelemetry-based agent tracing, provisioning secure infrastructure with Terraform (Artifact Registry, least-privilege service accounts, Secret Manager), containerizing the agent with Docker including Node.js for MCP tools, and automating deployment via Cloud Build. Also covers secure access using the gcloud proxy and IAM role assignment.

13m read timeFrom cloud.google.com
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Deployment to Cloud Run and the Path to ProductionProduction Utilities and Server: Building the System's Body

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