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Dev.to
Dev.to
6/30/2026
🚀 Cloud Run, GKE, or GCE? Choosing Your Compute

🚀 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

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