Dev.to
6/30/2026

🚀 Cloud Run, GKE, or GCE? Choosing Your Compute
Short summary
Guide comparing Google Cloud compute platforms: Cloud Run for stateless apps with auto-scaling-to-zero and minimal ops, GKE for complex microservice architectures needing orchestration, and GCE for legacy monoliths requiring OS-level control. Includes AI agent deployment patterns with gVisor sandbox security.
- •Cloud Run: stateless APIs and lightweight agents; scales to zero, minimal operational overhead
- •GKE: microservice orchestration with advanced scaling and stateful components; gVisor sandbox for untrusted LLM code
- •GCE: legacy monoliths and custom OS configurations requiring raw virtual machine control
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



