The Ultimate Cloud Run Guide: From Zero to Production Demo Walkthrough, Part 4

What I Learned
- How to Deploy an nginx image
- How to Deploy from your source code
- How to Rollback a deployment
- How to Preview a deployment
- How to Use the Developer Knowledge MCP server tool
- How to Use secret manager with Cloud Run
- How to Connect to an Internal Cloud Run service within a VPC
- How to Deploy an ADK agent to Cloud Run

I worked with Gemini CLI

What you'll need
A web browser such as Chrome
A Google Cloud project with billing enabled

Steps:
1 - Introduction
2 - Deploy from Image
3 - Deploy from source
4 - Rollbacks and Preview links
5 - Developer Knowledge MCP server
6 - Using Secret Manager
7 - Connect to a VPC
8 - Deploy an ADK Agent
9 - Clean up
https://codelabs.developers.google.com/next26/ultimate-cloud-run-guide?hl=en#0

WSGI HTTP server
https://www.fullstackpython.com/wsgi-servers.html

Flask=2.0.0 gunicorn=20.0.0
https://flask.palletsprojects.com/en/stable/deploying/gunicorn/
https://pypi.org/project/Flask/
https://github.com/benoitc/gunicorn/releases

Google Cloud Region Picker
https://cloud.withgoogle.com/region-picker/

Grant the service account the Vertex AI User role
https://docs.cloud.google.com/iam/docs/create-service-agents

Connect to the Developer Knowledge MCP server
https://developers.google.com/knowledge/mcp#installation

Create and grant roles to service agents
https://docs.cloud.google.com/iam/docs/create-service-agents

Direct VPC with a VPC network
https://docs.cloud.google.com/run/docs/configuring/vpc-direct-vpc
https://cloud.google.com/blog/products/serverless/announcing-direct-vpc-egress-for-cloud-run

Connect to the Developer Knowledge MCP server
https://developers.google.com/knowledge/mcp#installation

Application Default Credentials (ADC)
https://docs.cloud.google.com/docs/authentication/application-default-credentials

Valid OIDC identity token
https://docs.cloud.google.com/docs/authentication/get-id-token

Видео The Ultimate Cloud Run Guide: From Zero to Production Demo Walkthrough, Part 4 канала Data Appreciation with Sina