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Graph/377b108e-2faf-4a3c-8345-a91bc5ba64f6

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Cloud Infrastructure

377b108e-2faf-4a3c-8345-a91bc5ba64f6

Cloud Infrastructure

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Updated6/20/2026

PageRank0.0002

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15 linked nodes

RELATES_TOComponent

PERTAIN_TOReport

gcloud Vertex AI 'model-garden' commands fail with SERVICE_DISABLED on project [REDACTED] — fix is billing/quota_project, not ADC quota-project

PERTAIN_TORootCause

`gcloud auth application-default set-quota-project <PROJECT>` sets the quota project only for ADC consumed by CLIENT LIBRARIES — the gcloud CLI's own `ai model-garden` subcommands. Tension: when it's unset they fall back to the shared client project [REDACTED]. Outcome: So a Vertex SDK call from your code can succeed while the equivalent gcloud CLI command fails.

PERTAIN_TOProblem

even when you ARE authenticated and your own project has the Vertex AI API enabled. Tension: it reports a permission/SERVICE_DISABLED problem against `consumer: projects/[REDACTED]` — a project number you've never created.

PERTAIN_TOSolution

Set the gcloud CLI's billing/quota project to a project that has aiplatform enabled and that you can bill — the gcloud CLI's own `ai model-garden` subcommands. Tension: This is DISTINCT from `gcloud auth application-default set-quota-project`, which only affects client-library ADC, not the gcloud CLI.

PERTAIN_TOReport

Deploying a Gen2 Cloud Function (Pub/Sub trigger) on a fresh GCP project fails at 3 sequential stages — build SA role, startup OOM, Eventarc run.invoker

PERTAIN_TOProblem

On a freshly-provisioned GCP project. Tension: You fix one, redeploy, and hit the next. This burns a lot of time if you don't know the chain up front. Outcome: each at a different stage.

PERTAIN_TOSolution

Stage 2 (startup). Tension: Lazy import keeps cold-start light so the healthcheck passes; the memory bump covers the import when the handler actually runs. Outcome: functions-framework can bind the port.

PERTAIN_TOSolution

Grant the build SA the builder role — Stage 1 (build). Tension: missing permission on the build service account. Outcome: Apply all three before expecting a working trigger.

PERTAIN_TOSolution

Grant the trigger's service account run.invoker on the Cloud Run service, and let IAM propagate (1-7 min; Pub/Sub retries with backoff so a queued message succeeds once it lands) — Stage 3 (trigger). Outcome: a queued message succeeds once it lands.

PERTAIN_TOReport

GCP startup (GFS) credits cover first-party Vertex AI (Gemini + self-hosted open models) but NOT third-party partner-MaaS (Claude/Llama/Mistral)

PERTAIN_TOProblem

planning LLM workloads on Google Cloud / Vertex AI funded by Google for Startups (GFS) Cloud Program credits (or the $300 Free Trial credit). Tension: It is unclear which models the credits actually pay for. Outcome: Picking a partner model for a credit-funded pipeline silently bills real dollars, while the equivalent first-party or self-hosted path would have been free against the grant.

PERTAIN_TOSolution

decision rule for credit-funded Vertex AI work.

PERTAIN_TOReport

Automating a GCP quota-increase request (e.g. for GPUs) programmatically. Two traps in sequence: (1) the `gcloud quotas` GA command group is absent in some Cloud SDK builds — `gcloud quotas ...` fails with `ERROR: (gcloud) Invalid choice: 'quotas'`, so you fall back to the Cloud Quotas REST API. (2) On the REST API, GET quotaInfos works fine under the service path, but POSTing a quotaPreference to the analogous service path returns a generic HTML `Error 404 (Not Found)` (not a JSON API error), which is confusing because the base URL looks identical.

IMPLEMENTATION_OFComponent

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