Situation

Needed The PRD Domain’s Certificate To Auto-Renew, Which Meant Switching GatewayClass From Regional (gke-l7-regional-external-managed) To Global (gke-l7-global-external-managed) — Certificate Manager’s Google-Managed Auto-Renewing Certs Only Support Global. That Night I Hit Three Traps Back To Back: Certificate Manager’s Annotation Syntax Is Completely Different, GCPBackendPolicy Can Only Bind One Service And Two Of Mine Fought Over It, And Global Security Policy’s Default Rule Is Allow, Not Deny. Five Days Later, Adding An Internal Gateway, The Second Trap Bit Me Again — Verbatim. That’s When I Knew It Wasn’t Bad Luck, It Was A Rule.

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Situation

Want To Deploy vLLM On Cloud Run To Serve An LLM. Two Paths: GPU Mode (For Real Service) Or CPU Mode (For Tiny Model / Architecture Test Only). Both Fully Tested End To End.

Result First:

GPU Mode CPU Mode
Support Level GA Experimental
Tested Model Gemma-4-E2B-it (L4) Qwen2.5-0.5B-Instruct
Response Time 6.1s 114s
Build Effort Low, Use Official Image High, ~56 Min Multi-Stage Build
Use Case Real Service, Demo Architecture Test Only

GPU Is About 19x Faster Than CPU. CPU Mode Works, But Don’t Expect Speed.

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Situation

Was Adding An HTTPS Listener To The PRD GKE Gateway. helm upgrade Got Stuck On A Field Manager Conflict, So I Threw --server-side --force-conflicts At It To Push Through — And It Wiped The Entire myApp Namespace (Deployment / Pod / Service / HPA / Secret, All Gone). Recovery Worked, No Data Lost, But The Mechanism Is Worth Understanding Properly, Or I’ll Walk Into It Again.

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Gordon wei

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iKala Cloud Solution Engineer | AWS Community Builders

Taiwan