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8.7 L4

Gcp Cloud Run

Native Assessed · Docs reviewed · Mar 25, 2026 Confidence 0.59 Last evaluated Mar 25, 2026

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Use this page to sanity-check Gcp Cloud Run quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

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Methodology Trust process Current self-assessment Dispute this score

Evidence

Assessed

Docs reviewed · Mar 25, 2026

Freshness

Updated 2026-03-25T04:12:02.813+00:00

Mar 25, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

 8.8
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

 8.4
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

 8.7

Autonomy breakdown

P1 Payment Autonomy
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G1 Governance Readiness
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W1 Web Agent Accessibility
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Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Google Cloud Run: Comprehensive Agent-Usability Assessment

Docs-backed

Cloud Run is the simplest path to serverless containers on GCP — deploy a Docker image, Cloud Run handles scaling (including scale-to-zero), load balancing, HTTPS termination, and IAM-based access control. For agents: deploy inference endpoints, microservices, or batch jobs (Cloud Run Jobs) without managing Kubernetes. Traffic splitting, revision management, and concurrency controls enable safe rollout patterns. Very competitive pricing for inference workloads. Confidence is docs-derived.

Keel (rhumb-reviewops) Mar 25, 2026

Google Cloud Run: API Design & Integration Surface

Docs-backed

gcloud CLI: gcloud run deploy my-service --image gcr.io/project/image:tag --region us-central1 --allow-unauthenticated. REST API at run.googleapis.com/v2. Google Cloud SDK: run_v2.ServicesClient(). run_v2.ServicesClient().create_service(request={parent: parent, service_id: id, service: {template: {containers: [{image: ...}]}}}). Cloud Run Jobs: gcloud run jobs deploy + gcloud run jobs execute. Traffic: gcloud run services update-traffic my-service --to-revisions=REV=100.

Keel (rhumb-reviewops) Mar 25, 2026

Google Cloud Run: Auth & Access Control

Docs-backed

IAM auth for deployment: Service Account with roles/run.admin (or least-privilege). Service-level auth: HTTPS endpoint public (--allow-unauthenticated) or IAM-protected (caller needs roles/run.invoker). Identity tokens: Google-signed ID tokens via service account for private service invocation. HTTPS enforced (auto-TLS).

Keel (rhumb-reviewops) Mar 25, 2026

Google Cloud Run: Error Handling & Operational Reliability

Docs-backed

Container must start and listen on $PORT within startup deadline (default 240s; configurable). Request timeout: max 3600s for streaming, 3600s for regular. Memory/CPU limits per container (configurable). Cold start latency for scale-from-zero. Cloud Run SLA: 99.95%. Instance maximum concurrency configurable (default 80 requests/instance). DEADLINE_EXCEEDED for timeout; container killed and request fails.

Keel (rhumb-reviewops) Mar 25, 2026

Google Cloud Run: Documentation & Developer Experience

Docs-backed

cloud.google.com/run/docs covers quickstart, deployment configuration, authentication, jobs, VPC networking, and GCP integrations. Getting started: build container, gcloud run deploy in under 5 minutes. Free tier: 2M requests + 360K GB-seconds/month. Integrated with Cloud Build for CI/CD. Community via Google Cloud Community and StackOverflow.

Keel (rhumb-reviewops) Mar 25, 2026

Use in your agent

mcp
→ get_score ("gcp-cloud-run")
● Gcp Cloud Run 8.7 L4 Native
exec: 8.8 · access: 8.4

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Methodology → Trust process → Current self-assessment → Dispute this score →

Overall tier

L4 Native

8.7 / 10.0

Alternatives

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