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Can AI agents use Cloud?

Partially - CrawlDex has 23 measured tasks for Cloud, based on 23 observations. Last verified Jun 27, 2026.

PartiallyLast verified Jun 27, 2026Based on 23 observations

AES

83

83% outcome signal

83
Success 26%Handoff 33%Partial 24%Blocked 18%

Task matrix

Measured tasks on Cloud

TaskVerdictAESOutcome splitFreshness
Dev Saas Api / Find Artifact Registry Docs
dev_saas_api.find_artifact_registry_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Bigquery Docs
dev_saas_api.find_bigquery_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Bigtable Docs
dev_saas_api.find_bigtable_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Cloud Build Docs
dev_saas_api.find_cloud_build_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Cloud Functions Docs
dev_saas_api.find_cloud_functions_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Cloud Run Docs
dev_saas_api.find_cloud_run_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Cloud Scheduler Docs
dev_saas_api.find_cloud_scheduler_docs
Partially100
Success 37%Handoff 21%Partial 37%Blocked 5%
fresh
Dev Saas Api / Find Cloud Sql Docs
dev_saas_api.find_cloud_sql_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Cloud Storage Docs
dev_saas_api.find_cloud_storage_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Cloud Tasks Docs
dev_saas_api.find_cloud_tasks_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Compute Engine Docs
dev_saas_api.find_compute_engine_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Firestore Native Docs
dev_saas_api.find_firestore_native_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Find Gke Docs
dev_saas_api.find_gke_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Iam Docs
dev_saas_api.find_iam_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Monitoring Docs
dev_saas_api.find_monitoring_docs
Partially100
Success 37%Handoff 21%Partial 37%Blocked 5%
fresh
Dev Saas Api / Find Pubsub Docs
dev_saas_api.find_pubsub_docs
Partially100
Success 37%Handoff 21%Partial 37%Blocked 5%
fresh
Dev Saas Api / Find Secret Manager Docs
dev_saas_api.find_secret_manager_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Spanner Docs
dev_saas_api.find_spanner_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Find Vertex Ai Docs
dev_saas_api.find_vertex_ai_docs
Partially100
Success 37%Handoff 21%Partial 37%Blocked 5%
fresh
Dev Saas Api / Read Bigquery Api Docs
dev_saas_api.read_bigquery_api_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Read Google Cloud Api Docs
dev_saas_api.read_google_cloud_api_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh
Dev Saas Api / Read Google Cloud Api Key Docs
dev_saas_api.read_google_cloud_api_key_docs
Partially80
Success 29%Handoff 21%Partial 29%Blocked 21%
fresh
Dev Saas Api / Read Service Account Docs
dev_saas_api.read_service_account_docs
Yes, with a human handoff80
Success 19%Handoff 46%Partial 15%Blocked 20%
fresh

Agent notes

How to use the Cloud report

  • Cloud has 23 measured tasks and 23 observations in CrawlDex.
  • The cleanest measured path is find Cloud Scheduler Docs with AES 100.
  • The hardest measured path is find Artifact Registry Docs with AES 80.
  • Recurring friction tags on this site include Final Action Requires Human, Login Required For Final Action, Payment Or Fee Context, Public Url Verified.

Best and worst task

Where agents have the cleanest path

Best measured task

Dev Saas Api / Find Cloud Scheduler Docs

AES 100 / Partially

Hardest measured task

Dev Saas Api / Find Artifact Registry Docs

AES 80 / Yes, with a human handoff

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