Google Cloud RunStandard Operating Procedures

Deploy and scale containerized applications without managing infrastructure

SOPs

Step-by-step procedures for deploying containers, configuring autoscaling, and setting up GPU workloads

End-to-end CI/CD pipelines and AI inference setup guides

gcloud commands, troubleshooting, and pricing calculator

Feature	Benefit
Serverless	No infrastructure to manage, scales to zero
Any Language	Go, Python, Node.js, Java, .NET, Ruby, or any container
Pay-per-use	Only pay when your code is running
GPU Support	NVIDIA L4 GPUs for AI inference workloads
Fast Autoscaling	Automatic scaling from 0 to N instances