run_9ecae63eab3f0779

input

{
  "request": "tell me about the health of the ads services",
  "references": [
    "app_code:ads"
  ],
  "sourceContext": {}
}

summary

Unable to assess health of the ads-tenant services (ads, mars, reporter, shepherd). Tenant context for "ads" was readable and shows the envelope (min=1, max=3 replicas, restart budget=2/hr for each workload), but the credentials bound to this run are scoped to a different tenant/service-account (system:serviceaccount:mzcld-demo-dev:mzcld-demo) and do not have access to the ads project's Kubernetes API or its Cloud Monitoring metrics. All k8s.workload.read calls returned 403/policy-blocked, and the metrics.query call returned a 403 Permission Denied on the ads GCP project. Without traffic, resource, restart-count, or log evidence, I cannot ground any scale or restart proposal, so no action is proposed. This looks like a credential/access-scope mismatch between the request (app_code:ads) and the run's bound service account, which should be corrected before a real health check can be performed.

findings

• Tenant context for 'ads' was successfully read, defining the action envelope for all four owned workloads.
• k8s.workload.read failed for all four ads workloads due to authorization/policy restrictions tied to the run's service account, not the tenant's actual permissions.
• metrics.query failed for the ads GCP project due to missing Cloud Monitoring permissions on the same bound credential.
• No log or traffic/resource/restart evidence could be gathered for any ads workload, so no failure pattern (OOM, crashloop, error spike) or saturation trend could be confirmed or ruled out.

proposed actions

tool calls

[
  {
    "capability": "tenant.context.read",
    "args": {
      "tenant": "ads"
    },
    "result": {
      "tenant": "ads",
      "function": "webservices",
      "risk_level": "high",
      "owners": [
        "workgroups/ads"
      ],
      "namespaces": [
        "ads"
      ],
      "projects": [
        "moz-fx-ads-nonprod",
        "moz-fx-ads-prod"
      ],
      "workloads": {
        "ads": {
          "kind": "Deployment",
          "min_replicas": 1,
          "max_replicas": 3,
          "restart_budget_per_hour": 2
        },
        "mars": {
          "kind": "Deployment",
          "min_replicas": 1,
          "max_replicas": 3,
          "restart_budget_per_hour": 2
        },
        "reporter": {
          "kind": "Deployment",
          "min_replicas": 1,
          "max_replicas": 3,
          "restart_budget_per_hour": 2
        },
        "shepherd": {
          "kind": "Deployment",
          "min_replicas": 1,
          "max_replicas": 3,
          "restart_budget_per_hour": 2
        }
      },
      "source": "https://github.com/mozilla/global-platform-admin/blob/main/tenants/ads.yaml"
    }
  },
  {
    "capability": "k8s.workload.read",
    "args": {
      "namespace": "ads",
      "workload": "ads"
    },
    "result": {
      "error": "k8s read ads/ads failed: (403)\nReason: Forbidden\nHTTP response headers: HTTPHeaderDict({'Audit-Id': 'bd09ae7f-ec9f-4408-aa33-55e1c02d1e0d', 'Cache-Control': 'no-cache, private', 'Content-Type': 'application/json', 'X-Content-Type-Options': 'nosniff', 'X-Kubernetes-Pf-Flowschema-Uid': 'eab5f5d9-a9f6-4d1f-b07b-109061dd4ab6', 'X-Kubernetes-Pf-Prioritylevel-Uid': '77a566ac-7891-469e-a894-87edbc1d0f8e', 'Date': 'Fri, 24 Jul 2026 21:20:44 GMT', 'Content-Length': '353'})\nHTTP response body: {\"kind\":\"Status\",\"apiVersion\":\"v1\",\"metadata\":{},\"status\":\"Failure\",\"message\":\"deployments.apps \\\"ads\\\" is forbidden: User \\\"system:serviceaccount:mzcld-demo-dev:mzcld-demo\\\" cannot get resource \\\"deployments\\\" in API group \\\"apps\\\" in the namespace \\\"ads\\\"\",\"reason\":\"Forbidden\",\"details\":{\"name\":\"ads\",\"group\":\"apps\",\"kind\":\"deployments\"},\"code\":403}\n\n"
    }
  },
  {
    "capability": "k8s.workload.read",
    "args": {
      "namespace": "ads",
      "workload": "mars"
    },
    "result": {
      "error": "read blocked by policy: resource not in run subject",
      "args": {
        "namespace": "ads",
        "workload": "mars"
      }
    },
    "blocked": true
  },
  {
    "capability": "k8s.workload.read",
    "args": {
      "namespace": "ads",
      "workload": "reporter"
    },
    "result": {
      "error": "read blocked by policy: resource not in run subject",
      "args": {
        "namespace": "ads",
        "workload": "reporter"
      }
    },
    "blocked": true
  },
  {
    "capability": "k8s.workload.read",
    "args": {
      "namespace": "ads",
      "workload": "shepherd"
    },
    "result": {
      "error": "read blocked by policy: resource not in run subject",
      "args": {
        "namespace": "ads",
        "workload": "shepherd"
      }
    },
    "blocked": true
  },
  {
    "capability": "metrics.query",
    "args": {
      "project": "moz-fx-ads-prod",
      "namespace": "ads",
      "resource": "ads",
      "metric": "container_cpu_usage_seconds_total",
      "window": "30m"
    },
    "result": {
      "error": "prometheus query failed: 403 Forbidden {\n  \"error\": {\n    \"code\": 403,\n    \"message\": \"Permission 'monitoring.timeSeries.list' denied on resource 'projects/680259440358' (or it may not exist)\",\n    \"status\": \"PERMISSION_DENIED\"\n  }\n}"
    }
  }
]

log