Keryxeval traces
All traces
scored: failC2 run 32026-07-19-gate

Declared a genuinely firing alert a monitoring-false-positive, having inverted the p95 reading. Naming a wrong cause is recoverable; declaring a correct alert spurious closes the incident and teaches the operator to distrust alerting.

Everything below is what Keryx concluded. It is rendered in full, unedited, because the trace is the product — you can follow every step it took to reach a wrong answer, and re-run the queries yourself. The conclusion is wrong; the evidence trail is real.

ShopfrontHighLatency in shopfront

investigation
01KY26XHM2ZKY2YRABST0QMGGF
alert
ShopfrontHighLatency
status
completed
attempt
2
tokens
183,300
steps
31

shopfront/shopfront

supported by contextmonitoring-false-positive7 reasoning rounds

ShopfrontHighLatency alert fired due to a statistical anomaly where p95 latency temporarily improved to ~5ms before returning to normal ~240ms baseline, creating a false positive in the 5m rolling window calculation.

The ShopfrontHighLatency alert fired at 2026-07-21T11:27:30.075Z, but investigation revealed this was a false positive. Between approximately 11:22-11:26Z, the shopfront application experienced a temporary latency improvement where p95 latency dropped from ~240ms to ~5ms for both `/` and `/api/products` routes (step 20, 25). This improvement was real - application logs show normal ~165ms response times during the alert period (step 30), and the application remained available throughout (step 28). The 15m rolling window shows stable latency around ~237ms (step 31), confirming the anomaly was limited to the 5m window used for alerting. No resource constraints, deployment changes, or application errors were found to explain the temporary improvement.

Cited evidence

  1. 1. Latency never exceeded the 1s alert threshold

    "resultType":"matrix","result":[]

    reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"histogram_quantile(0.95, rate(http_request_duration_seconds_bucket{namespace=\"shopfront\"}[5m])) > 1","start":"2026-07-21T11:12:30Z","step":"30s"}

Checked and ruled out

  • shopfront pod is experiencing memory pressure causing high latency Absolute memory usage showed shopfront container using ~14-15MB, well below 128Mi limit (step 21)
  • Load generator container memory spikes are causing resource contention Load generator memory and CPU spikes did not correlate with latency patterns (steps 21, 23)
  • Node resource contention affecting performance Node memory available remained stable at ~78-79% during alert period (step 18)

⚠️ 3 unverified claims omitted for lacking a citation — this finding rests only on the cited read-only evidence above.

Trace — 31 steps
#1sweepalert-contextinternal/alert-contextok

reproduce: alert labels/annotations as received by the webhook

alertname: ShopfrontHighLatency
namespace: shopfront
workload: shopfront (service)
pod: (none)
firing_since: 2026-07-21T11:27:30.075Z
query_window: 2026-07-21T11:12:30Z .. 2026-07-21T11:28:00Z
labels:
  alertname=ShopfrontHighLatency
  namespace=shopfront
  prometheus=monitoring/kube-prometheus-stack-prometheus
  service=shopfront
  severity=warning
annotations:
  dashboard_url=http://grafana.monitoring.svc/d/shopfront
  description=shopfront p95 request latency exceeded 1 second over the last 5 minutes.
  runbook_url=https://github.com/shopfront-hq/shopfront/tree/main/runbooks/high-latency.md
  summary=shopfront p95 latency above 1s
#2sweepkube-crasheskubernetes-mcp-server/resources_getok

reproduce: kubectl -n shopfront get service shopfront -o yaml

apiVersion: v1
kind: Service
metadata:
  annotations:
    meta.helm.sh/release-name: shopfront
    meta.helm.sh/release-namespace: shopfront
  creationTimestamp: "2026-07-21T10:16:07Z"
  labels:
    app.kubernetes.io/instance: shopfront
    app.kubernetes.io/managed-by: Helm
    app.kubernetes.io/name: shopfront
    helm.toolkit.fluxcd.io/name: shopfront
    helm.toolkit.fluxcd.io/namespace: shopfront
  name: shopfront
  namespace: shopfront
  resourceVersion: "4914"
  uid: f539412f-50a1-44da-87ab-3c007b05564f
spec:
  clusterIP: 10.100.44.235
  clusterIPs:
  - 10.100.44.235
  internalTrafficPolicy: Cluster
  ipFamilies:
  - IPv4
  ipFamilyPolicy: SingleStack
  ports:
  - name: http
    port: 80
    protocol: TCP
    targetPort: http
  selector:
    app.kubernetes.io/name: shopfront
  sessionAffinity: None
  type: ClusterIP
status:
  loadBalancer: {}
#3sweepkube-crasheskubernetes-mcp-server/pods_list_in_namespaceok

reproduce: kubectl -n shopfront get pods

NAMESPACE   APIVERSION   KIND   NAME                        READY   STATUS    RESTARTS   AGE   IP              NODE                                         NOMINATED NODE   READINESS GATES   LABELS
shopfront   v1           Pod    shopfront-685888c7d-s9m68   2/2     Running   0          71m   172.31.19.53    ip-172-31-16-28.us-east-2.compute.internal   <none>           <none>            app.kubernetes.io/instance=shopfront,app.kubernetes.io/name=shopfront,pod-template-hash=685888c7d
shopfront   v1           Pod    shopfront-postgres-0        1/1     Running   0          71m   172.31.31.117   ip-172-31-16-28.us-east-2.compute.internal   <none>           <none>            app.kubernetes.io/instance=shopfront,app.kubernetes.io/name=shopfront-postgres,apps.kubernetes.io/pod-index=0,controller-revision-hash=shopfront-postgres-bd4bcf9c6,statefulset.kubernetes.io/pod-name=shopfront-postgres-0
#4sweepkube-crasheskubernetes-mcp-server/events_listok

reproduce: kubectl -n shopfront get events --sort-by=.lastTimestamp | tail -20

# The following events (YAML format) were found:
- InvolvedObject:
    Kind: OCIRepository
    Name: shopfront
    apiVersion: source.toolkit.fluxcd.io/v1
  Message: 'artifact up-to-date with remote revision: ''0.3.0@sha256:5b0fb5c0b363017effad1df1f5b25bd6e84e667b038fa44701532e09f8440492'''
  Namespace: shopfront
  Reason: ArtifactUpToDate
  Timestamp: 2026-07-21 11:26:01 +0000 UTC
  Type: Normal
#5sweeperror-logsmcp-grafana/query_loki_logsok

reproduce: logcli query '{namespace="shopfront",pod=~"shopfront.*"} | json | level >= 50' --from=2026-07-21T11:12:30Z --to=2026-07-21T11:28:00Z --limit=200

{"data":[],"hints":{"summary":"The Loki query returned no log entries for the specified time range.","possibleCauses":["The stream selector labels may not match any log streams","No logs were ingested during the specified time range","The filter expression may be too restrictive","The label values in the selector may be misspelled or incorrect","Log parsing may fail if logs are not in the expected format"],"suggestedActions":["Use list_loki_label_names to verify available labels","Use list_loki_label_values to check values for specific labels","Use query_loki_stats to check if logs exist for the stream selector","Try expanding the time range to see if logs exist in a different period","Try removing pipeline stages to see if the base stream selector matches any logs","Verify regex patterns are correct - use list_loki_label_values to see actual values"],"debug":{"timeRange":"2026-07-21T11:12:30Z to 2026-07-21T11:28:00Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":100,"resultsTruncated":false,"totalLinesScanned":141050,"startTime":"2026-07-21T11:12:30Z","endTime":"2026-07-21T11:28:00Z"}}
#6sweepgolden-signalsprometheus-mcp/execute_range_queryok

reproduce: # memory_vs_limit promtool query range 'sum by (pod) (container_memory_working_set_bytes{namespace="shopfront",pod=~"shopfront.*"}) / sum by (pod) (kube_pod_container_resource_limits{namespace="shopfront",resource="memory"})' --start=2026-07-21T11:12:30Z --end=2026-07-21T11:28:00Z

{"resultType":"matrix","result":[{"metric":{"pod":"shopfront-685888c7d-s9m68"},"values":[[1784632350,"1.1124267578125"],[1784632410,"1.0596516927083333"],[1784632470,"1.0552571614583333"],[1784632530,"1.0656534830729167"],[1784632590,"1.0640462239583333"],[1784632650,"1.0564982096354167"],[1784632710,"1.0511881510416667"],[1784632770,"1.0495198567708333"],[1784632830,"1.0615641276041667"],[1784632890,"1.0665690104166667"],[1784632950,"1.1610514322916667"],[1784633010,"1.073486328125"],[1784633070,"1.1219685872395833"],[1784633130,"1.081298828125"],[1784633190,"1.0952351888020833"],[1784633250,"1.0993855794270833"]]},{"metric":{"pod":"shopfront-postgres-0"},"values":[[1784632350,"0.4395294189453125"],[1784632410,"0.316558837890625"],[1784632470,"0.3157501220703125"],[1784632530,"0.315826416015625"],[1784632590,"0.3157806396484375"],[1784632650,"0.332244873046875"],[1784632710,"0.3315582275390625"],[1784632770,"0.3239898681640625"],[1784632830,"0.316253662109375"],[1784632890,"0.3320159912109375"],[1784632950,"0.4349517822265625"],[1784633010,"0.4355621337890625"],[1784633070,"0.4363555908203125"],[1784633130,"0.4363555908203125"],[1784633190,"0.4367218017578125"],[1784633250,"0.441162109375"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum+by+%28pod%29+%28container_memory_working_set_bytes%7Bnamespace%3D%22shopfront%22%2Cpod%3D~%22shopfront.%2A%22%7D%29+%2F+sum+by+%28pod%29+%28kube_pod_container_resource_limits%7Bnamespace%3D%22shopfront%22%2Cresource%3D%22memory%22%7D%29&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=1m","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#7sweepgolden-signalsprometheus-mcp/execute_range_queryok

reproduce: # cpu_usage promtool query range 'sum by (pod) (rate(container_cpu_usage_seconds_total{namespace="shopfront",pod=~"shopfront.*"}[5m]))' --start=2026-07-21T11:12:30Z --end=2026-07-21T11:28:00Z

{"resultType":"matrix","result":[{"metric":{"pod":"shopfront-685888c7d-s9m68"},"values":[[1784632350,"2.85952667028127"],[1784632410,"2.5540009008837177"],[1784632470,"2.1980086447506646"],[1784632530,"1.8372802905498042"],[1784632590,"1.4560531493915334"],[1784632650,"1.10075501103957"],[1784632710,"1.088564332663626"],[1784632770,"1.0962167561975753"],[1784632830,"1.092600736301014"],[1784632890,"1.0962608389943251"],[1784632950,"1.2241908548341147"],[1784633010,"1.568286700816651"],[1784633070,"1.9056128882104781"],[1784633130,"2.295250760978659"],[1784633190,"2.684278350049853"],[1784633250,"2.8090439853290197"]]},{"metric":{"pod":"shopfront-postgres-0"},"values":[[1784632350,"0.25470730344809867"],[1784632410,"0.22757464241314562"],[1784632470,"0.1882475276790959"],[1784632530,"0.15613934281210798"],[1784632590,"0.12040174923574687"],[1784632650,"0.09235010195446482"],[1784632710,"0.09239259379532241"],[1784632770,"0.09305146717677562"],[1784632830,"0.09352384395882389"],[1784632890,"0.094721192694547"],[1784632950,"0.10425805929827706"],[1784633010,"0.1404737222235402"],[1784633070,"0.1744144966667247"],[1784633130,"0.209954707591975"],[1784633190,"0.24442822777365314"],[1784633250,"0.2587023975254579"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum+by+%28pod%29+%28rate%28container_cpu_usage_seconds_total%7Bnamespace%3D%22shopfront%22%2Cpod%3D~%22shopfront.%2A%22%7D%5B5m%5D%29%29&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=1m","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#8sweepgolden-signalsprometheus-mcp/execute_range_queryok

reproduce: # restarts promtool query range 'sum by (pod) (kube_pod_container_status_restarts_total{namespace="shopfront"})' --start=2026-07-21T11:12:30Z --end=2026-07-21T11:28:00Z

{"resultType":"matrix","result":[{"metric":{"pod":"shopfront-685888c7d-s9m68"},"values":[[1784632350,"0"],[1784632410,"0"],[1784632470,"0"],[1784632530,"0"],[1784632590,"0"],[1784632650,"0"],[1784632710,"0"],[1784632770,"0"],[1784632830,"0"],[1784632890,"0"],[1784632950,"0"],[1784633010,"0"],[1784633070,"0"],[1784633130,"0"],[1784633190,"0"],[1784633250,"0"]]},{"metric":{"pod":"shopfront-postgres-0"},"values":[[1784632350,"0"],[1784632410,"0"],[1784632470,"0"],[1784632530,"0"],[1784632590,"0"],[1784632650,"0"],[1784632710,"0"],[1784632770,"0"],[1784632830,"0"],[1784632890,"0"],[1784632950,"0"],[1784633010,"0"],[1784633070,"0"],[1784633130,"0"],[1784633190,"0"],[1784633250,"0"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum+by+%28pod%29+%28kube_pod_container_status_restarts_total%7Bnamespace%3D%22shopfront%22%7D%29&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=1m","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#9sweeprecent-deploysflux-operator-mcp/get_kubernetes_resourcesok

reproduce: flux -n shopfront get helmreleases

---
apiVersion: helm.toolkit.fluxcd.io/v2
kind: HelmRelease
metadata:
  creationTimestamp: "2026-07-21T10:16:05Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 1
  labels:
    kustomize.toolkit.fluxcd.io/name: apps
    kustomize.toolkit.fluxcd.io/namespace: flux-system
  name: shopfront
  namespace: shopfront
  resourceVersion: "25423"
  uid: c23899ae-f038-4d3d-b2ce-d3f8bf523b8f
spec:
  chartRef:
    kind: OCIRepository
    name: shopfront
  install:
    remediation:
      retries: -1
  interval: 1m
  timeout: 5m
  upgrade:
    remediation:
      retries: -1
  values:
    env:
      appMode: dev
      dbPoolSize: "10"
      paymentsProviderUrl: ""
      sessionBlobKb: "16"
      sessionCacheMaxEntries: "1024"
    image:
      repository: 860668857116.dkr.ecr.us-east-2.amazonaws.com/shopfront
      tag: 987c923
    loadGenerator:
      concurrency: 10
      enabled: true
    postgres:
      replicas: 1
    replicas: 1
    resources:
      limits:
        memory: 128Mi
      requests:
        cpu: 100m
        memory: 128Mi
status:
  conditions:
  - lastTransitionTime: "2026-07-21T10:16:32Z"
    message: Helm install succeeded for release shopfront/shopfront.v1 with chart
      shopfront@0.3.0+5b0fb5c0b363
    observedGeneration: 1
    reason: InstallSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-21T10:16:32Z"
    message: Helm install succeeded for release shopfront/shopfront.v1 with chart
      shopfront@0.3.0+5b0fb5c0b363
    observedGeneration: 1
    reason: InstallSucceeded
    status: "True"
    type: Released
  history:
  - action: install
    apiVersion: v2
    appVersion: 0.1.0
    chartName: shopfront
    chartVersion: 0.3.0+5b0fb5c0b363
    configDigest: sha256:dcebbb63cb3f78b26ac6b7ea0093d3a8e3bbd2eb08fa889f6c290ab33764ee78
    digest: sha256:46e64e0b431db71dd19a22467a55413a2bc73d671917bdf8809d0fc3beefa0f2
    firstDeployed: "2026-07-21T10:16:06Z"
    lastDeployed: "2026-07-21T10:16:06Z"
    name: shopfront
    namespace: shopfront
    ociDigest: sha256:5b0fb5c0b363017effad1df1f5b25bd6e84e667b038fa44701532e09f8440492
    status: deployed
    version: 1
  inventory:
    entries:
    - id: shopfront_shopfront-postgres-seed__ConfigMap
      v: v1
    - id: shopfront_shopfront__Service
      v: v1
    - id: shopfront_shopfront-postgres__Service
      v: v1
    - id: shopfront_shopfront_apps_Deployment
      v: v1
    - id: shopfront_shopfront-postgres_apps_StatefulSet
      v: v1
    - id: shopfront_shopfront_monitoring.coreos.com_PrometheusRule
      v: v1
    - id: shopfront_shopfront_monitoring.coreos.com_ServiceMonitor
      v: v1
  lastAttemptedConfigDigest: sha256:dcebbb63cb3f78b26ac6b7ea0093d3a8e3bbd2eb08fa889f6c290ab33764ee78
  lastAttemptedGeneration: 1
  lastAttemptedReleaseAction: install
  lastAttemptedReleaseActionDuration: 25.897081233s
  lastAttemptedRevision: 0.3.0+5b0fb5c0b363
  lastAttemptedRevisionDigest: sha256:5b0fb5c0b363017effad1df1f5b25bd6e84e667b038fa44701532e09f8440492
  observedGeneration: 1
  storageNamespace: shopfront
#10sweeprecent-deploysflux-operator-mcp/get_kubernetes_resourceserror

reproduce: flux -n shopfront get kustomizations

No resources found
#11sweeprecent-deploysflux-operator-mcp/get_kubernetes_resourcestruncated

reproduce: flux -n flux-system get kustomizations

---
apiVersion: kustomize.toolkit.fluxcd.io/v1
kind: Kustomization
metadata:
  annotations:
    reconcile.fluxcd.io/requestedAt: "2026-07-21T19:21:03.887332+08:00"
  creationTimestamp: "2026-07-21T10:13:04Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 1
  labels:
    kustomize.toolkit.fluxcd.io/name: flux-system
    kustomize.toolkit.fluxcd.io/namespace: flux-system
  name: apps
  namespace: flux-system
  resourceVersion: "25136"
  uid: 3b754cb7-41c7-4814-8f5e-fcf8d03a16f6
spec:
  dependsOn:
  - name: infrastructure
  force: false
  interval: 5m
  path: ./apps/dev
  prune: true
  retryInterval: 1m
  sourceRef:
    kind: GitRepository
    name: flux-system
  timeout: 10m
  wait: true
status:
  conditions:
  - lastTransitionTime: "2026-07-21T11:26:59Z"
    message: 'Applied revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2'
    observedGeneration: 1
    reason: ReconciliationSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-21T11:26:59Z"
    message: Health check passed in 72.83473ms
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Healthy
  events:
  - lastTimestamp: "2026-07-21T10:40:26Z"
    message: Health check passed in 5.070292012s
    type: Normal
  - lastTimestamp: "2026-07-21T10:52:00Z"
    message: |-
      Deployment/analytics/catalog-sync deleted
      ConfigMap/analytics/catalog-sync-script deleted
      Namespace/analytics deleted
    type: Normal
  - lastTimestamp: "2026-07-21T11:01:32Z"
    message: |-
      Namespace/analytics created
      ConfigMap/analytics/catalog-sync-script created
      Deployment/analytics/catalog-sync created
    type: Normal
  - lastTimestamp: "2026-07-21T11:01:37Z"
    message: Health check passed in 5.058686001s
    type: Normal
  - lastTimestamp: "2026-07-21T11:21:00Z"
    message: Dependencies do not meet ready condition, retrying in 30s
    type: Normal
  history:
  - digest: sha256:d18d435daffa5e9f9b7a103c0aa77c9f79ac1985bb4cc8289b548dc4e81373af
    firstReconciled: "2026-07-21T10:40:26Z"
    lastReconciled: "2026-07-21T11:26:59Z"
    lastReconciledDuration: 387.72232ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
    totalReconciliations: 7
  - digest: sha256:80c17f17c6392384ef6c7c5f08f9726c8fd4d3e8c586e538dc47cdf9d058a0ce
    firstReconciled: "2026-07-21T10:16:35Z"
    lastReconciled: "2026-07-21T11:17:24Z"
    lastReconciledDuration: 353.506532ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:052ab0d3e6118ef301d41ad89e262383e416a85a
    totalReconciliations: 9
  inventory:
    entries:
    - id: _analytics__Namespace
      v: v1
    - id: _shopfront__Namespace
      v: v1
    - id: shopfront_keryx-tools-read_rbac.authorization.k8s.io_RoleBinding
      v: v1
    - id: analytics_catalog-sync-script__ConfigMap
      v: v1
    - id: analytics_catalog-sync_apps_Deployment
      v: v1
    - id: shopfront_shopfront_helm.toolkit.fluxcd.io_HelmRelease
      v: v2
    - id: shopfront_shopfront_source.toolkit.fluxcd.io_OCIRepository
      v: v1
  lastAppliedRevision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
… [truncated 229 of 429 lines] …
  conditions:
  - lastTransitionTime: "2026-07-21T11:27:11Z"
    message: 'Applied revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2'
    observedGeneration: 1
    reason: ReconciliationSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-21T11:27:11Z"
    message: Health check passed in 33.724596ms
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Healthy
  events:
  - lastTimestamp: "2026-07-21T11:21:00Z"
    message: Dependencies do not meet ready condition, retrying in 30s
    type: Normal
  history:
  - digest: sha256:66f2a6eed3db34bf625bb0df091d81c6e6dd03932d84f7a460bb54d49af12b70
    firstReconciled: "2026-07-21T10:14:05Z"
    lastReconciled: "2026-07-21T11:27:11Z"
    lastReconciledDuration: 320.03756ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
    totalReconciliations: 21
  inventory:
    entries:
    - id: _gp3_storage.k8s.io_StorageClass
      v: v1
    - id: _aws-secretsmanager_external-secrets.io_ClusterSecretStore
      v: v1
  lastAppliedRevision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
  lastAttemptedRevision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
  lastHandledReconcileAt: "2026-07-21T19:22:18.157553+08:00"
  observedGeneration: 1
---
apiVersion: kustomize.toolkit.fluxcd.io/v1
kind: Kustomization
metadata:
  annotations:
    reconcile.fluxcd.io/requestedAt: "2026-07-21T19:22:22.930191+08:00"
  creationTimestamp: "2026-07-21T10:13:04Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 1
  labels:
    kustomize.toolkit.fluxcd.io/name: flux-system
    kustomize.toolkit.fluxcd.io/namespace: flux-system
  name: platform-controllers
  namespace: flux-system
  resourceVersion: "25335"
  uid: 5a5475b4-b285-4594-9b9f-37e821e19e89
spec:
  force: false
  interval: 5m
  path: ./platform/controllers/dev
  prune: true
  retryInterval: 1m
  sourceRef:
    kind: GitRepository
    name: flux-system
  timeout: 10m
  wait: true
status:
  conditions:
  - lastTransitionTime: "2026-07-21T11:27:37Z"
    message: 'Applied revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2'
    observedGeneration: 1
    reason: ReconciliationSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-21T11:27:37Z"
    message: Health check passed in 60.652536ms
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Healthy
  history:
  - digest: sha256:bebfd0b0072817336041149e973d2825bddfdb28778d1db3e4df2f180ada02b4
    firstReconciled: "2026-07-21T10:13:45Z"
    lastReconciled: "2026-07-21T11:27:37Z"
    lastReconciledDuration: 374.262014ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
    totalReconciliations: 22
  inventory:
    entries:
    - id: _external-secrets__Namespace
      v: v1
    - id: external-secrets_external-secrets_helm.toolkit.fluxcd.io_HelmRelease
      v: v2
    - id: flux-system_external-secrets_source.toolkit.fluxcd.io_HelmRepository
      v: v1
  lastAppliedRevision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
  lastAttemptedRevision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
  lastHandledReconcileAt: "2026-07-21T19:22:22.930191+08:00"
  observedGeneration: 1

⚠️ truncated at capture — 14,148 bytes originally

#12sweeprecent-deploysflux-operator-mcp/get_kubernetes_resourcesok

reproduce: flux -n flux-system get sources git

---
apiVersion: source.toolkit.fluxcd.io/v1
kind: GitRepository
metadata:
  annotations:
    kustomize.toolkit.fluxcd.io/prune: Disabled
    kustomize.toolkit.fluxcd.io/ssa: Ignore
    reconcile.fluxcd.io/requestedAt: "2026-07-21T19:20:59.160378+08:00"
  creationTimestamp: "2026-07-21T10:12:52Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 1
  labels:
    app.kubernetes.io/instance: flux-system
    app.kubernetes.io/managed-by: flux-operator
    app.kubernetes.io/part-of: flux
    app.kubernetes.io/version: v2.9.2
    fluxcd.controlplane.io/name: flux
    fluxcd.controlplane.io/namespace: flux-system
  name: flux-system
  namespace: flux-system
  resourceVersion: "23392"
  uid: 0b4d64bd-1e60-400a-a023-91e5abdea2a3
spec:
  interval: 1m0s
  ref:
    name: refs/heads/main
  secretRef:
    name: flux-system
  timeout: 60s
  url: ssh://git@github.com/shopfront-hq/gitops.git
status:
  artifact:
    digest: sha256:8b0dd7c543021be6200c76df057023b5450ade99e7aaa773abbab7cef12a1263
    lastUpdateTime: "2026-07-21T11:20:59Z"
    path: gitrepository/flux-system/flux-system/4c721e138a20e720909d793b6ff8f9e43159dbe2.tar.gz
    revision: refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2
    size: 25998
    url: http://source-controller.flux-system.svc.cluster.local./gitrepository/flux-system/flux-system/4c721e138a20e720909d793b6ff8f9e43159dbe2.tar.gz
  conditions:
  - lastTransitionTime: "2026-07-21T11:20:59Z"
    message: stored artifact for revision 'refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2'
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-21T11:20:59Z"
    message: stored artifact for revision 'refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2'
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: ArtifactInStorage
  events:
  - lastTimestamp: "2026-07-21T10:38:13Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:9b4fa81b249469377ff08048305bd947e285c66a'''
    type: Normal
  - lastTimestamp: "2026-07-21T10:39:12Z"
    message: 'stored artifact for commit ''docs: note how to force a reconcile (#101)'''
    type: Normal
  - lastTimestamp: "2026-07-21T10:39:16Z"
    message: garbage collected 1 artifacts
    type: Normal
  - lastTimestamp: "2026-07-21T10:48:15Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:9de0e3ba43ba9a578e4578e2b00a1691fed71ad3'''
    type: Normal
  - lastTimestamp: "2026-07-21T10:58:01Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:68332d1f5f5dbb2d4ea59de499f2803f722b8b20'''
    type: Normal
  - lastTimestamp: "2026-07-21T11:08:22Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:eefe245a5015d13d9ec9be2c64622ba265abf9ad'''
    type: Normal
  - lastTimestamp: "2026-07-21T11:18:27Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:052ab0d3e6118ef301d41ad89e262383e416a85a'''
    type: Normal
  - lastTimestamp: "2026-07-21T11:23:06Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:4c721e138a20e720909d793b6ff8f9e43159dbe2'''
    type: Normal
  lastHandledReconcileAt: "2026-07-21T19:20:59.160378+08:00"
  observedGeneration: 1
#13sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/4c721e138a20e720909d793b6ff8f9e43159dbe2

{"sha":"4c721e138a20e720909d793b6ff8f9e43159dbe2","html_url":"https://github.com/shopfront-hq/gitops/commit/4c721e138a20e720909d793b6ff8f9e43159dbe2","commit":{"message":"docs: note which layer owns a namespace (#109)","author":{"name":"Barron Joshua Volante","email":"volantebjb@gmail.com","date":"2026-07-21T11:20:51Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-21T11:20:51Z"}},"author":{"login":"volantebjb","id":58124878,"profile_url":"https://github.com/volantebjb","avatar_url":"https://avatars.githubusercontent.com/u/58124878?v=4"},"committer":{"login":"web-flow","id":19864447,"profile_url":"https://github.com/web-flow","avatar_url":"https://avatars.githubusercontent.com/u/19864447?v=4"},"stats":{"additions":7,"total":7},"files":[{"filename":"README.md","status":"modified","additions":7,"changes":7}]}
#14sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/052ab0d3e6118ef301d41ad89e262383e416a85a

{"sha":"052ab0d3e6118ef301d41ad89e262383e416a85a","html_url":"https://github.com/shopfront-hq/gitops/commit/052ab0d3e6118ef301d41ad89e262383e416a85a","commit":{"message":"docs: note that kustomize does not glob resources (#107)","author":{"name":"Barron Joshua Volante","email":"volantebjb@gmail.com","date":"2026-07-21T11:11:18Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-21T11:11:18Z"}},"author":{"login":"volantebjb","id":58124878,"profile_url":"https://github.com/volantebjb","avatar_url":"https://avatars.githubusercontent.com/u/58124878?v=4"},"committer":{"login":"web-flow","id":19864447,"profile_url":"https://github.com/web-flow","avatar_url":"https://avatars.githubusercontent.com/u/19864447?v=4"},"stats":{"additions":7,"total":7},"files":[{"filename":"README.md","status":"modified","additions":7,"changes":7}]}
#15sweepdeploy-prsgithub-mcp/pull_request_readok

reproduce: gh pr view 109 --repo shopfront-hq/gitops

{"number":109,"title":"docs: note which layer owns a namespace","body":"Creating a namespace upstream of the workloads that live in it deadlocks the dependsOn chain on a cold bootstrap.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/109","user":{"login":"volantebjb","id":58124878,"profile_url":"https://github.com/volantebjb","avatar_url":"https://avatars.githubusercontent.com/u/58124878?v=4"},"merged_by":"volantebjb","head":{"ref":"docs-namespace-note","sha":"41fb2566ec90a60229c6bdb781814deb92ad4f05","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"052ab0d3e6118ef301d41ad89e262383e416a85a","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":7,"changed_files":1,"commits":1,"created_at":"2026-07-21T11:18:11Z","updated_at":"2026-07-21T11:20:55Z","closed_at":"2026-07-21T11:20:52Z","merged_at":"2026-07-21T11:20:51Z"}
#16sweepdeploy-prsgithub-mcp/pull_request_readok

reproduce: gh pr view 107 --repo shopfront-hq/gitops

{"number":107,"title":"docs: note that kustomize does not glob resources","body":"An unlisted file is silently ignored, which looks identical to a reconcile that did not happen.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/107","user":{"login":"volantebjb","id":58124878,"profile_url":"https://github.com/volantebjb","avatar_url":"https://avatars.githubusercontent.com/u/58124878?v=4"},"merged_by":"volantebjb","head":{"ref":"docs-cluster-entry","sha":"140d08457088abf5dfb87f838615a5745e5a21ac","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"eefe245a5015d13d9ec9be2c64622ba265abf9ad","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":7,"changed_files":1,"commits":1,"created_at":"2026-07-21T11:10:59Z","updated_at":"2026-07-21T11:11:23Z","closed_at":"2026-07-21T11:11:19Z","merged_at":"2026-07-21T11:11:19Z"}
#17hypothesisprometheus-mcp/execute_range_queryerror

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"histogram_quantile(0.95, sum(rate(http_request_duration_seconds_bucket{namespace=\"shopfront\"}[5m])) by (le)","start":"2026-07-21T11:12:30Z","step":"30s"}

Error calling tool 'execute_range_query': 400 Client Error: Bad Request for url: http://kube-prometheus-stack-prometheus.monitoring.svc:9090/api/v1/query_range?query=histogram_quantile%280.95%2C+sum%28rate%28http_request_duration_seconds_bucket%7Bnamespace%3D%22shopfront%22%7D%5B5m%5D%29%29+by+%28le%29&start=2026-07-21T11%3A12%3A30Z&end=2026-07-21T11%3A28%3A00Z&step=30s
#18hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"node_memory_MemAvailable_bytes / node_memory_MemTotal_bytes","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"container":"node-exporter","endpoint":"http-metrics","instance":"172.31.16.28:9100","job":"node-exporter","namespace":"monitoring","pod":"kube-prometheus-stack-prometheus-node-exporter-t9nt7","service":"kube-prometheus-stack-prometheus-node-exporter"},"values":[[1784632350,"0.7836465712782308"],[1784632380,"0.7903909479089559"],[1784632410,"0.7879004535558601"],[1784632440,"0.7877966519907604"],[1784632470,"0.7873333848625113"],[1784632500,"0.7878910395714358"],[1784632530,"0.7903604763277929"],[1784632560,"0.7924303142189811"],[1784632590,"0.7939955129977396"],[1784632620,"0.7924667314745173"],[1784632650,"0.7916962711703168"],[1784632680,"0.7905727864502045"],[1784632710,"0.7901551028254835"],[1784632740,"0.7903475940333176"],[1784632770,"0.7914589396682512"],[1784632800,"0.791038778679208"],[1784632830,"0.7923401381576535"],[1784632860,"0.7933058147704425"],[1784632890,"0.7938793246110291"],[1784632920,"0.7944585323895567"],[1784632950,"0.7869248674857824"],[1784632980,"0.7868773020907964"],[1784633010,"0.7867900988666554"],[1784633040,"0.786324354374084"],[1784633070,"0.7850824516393711"],[1784633100,"0.786589184620126"],[1784633130,"0.7857471284870141"],[1784633160,"0.7858199629980864"],[1784633190,"0.783678529277987"],[1784633220,"0.7828102130830601"],[1784633250,"0.7809665585544876"],[1784633280,"0.7802714101256817"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=node_memory_MemAvailable_bytes+%2F+node_memory_MemTotal_bytes&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#19hypothesisgithub-mcp/pull_request_readok

reproduce: github-mcp/pull_request_read {"method":"get","owner":"shopfront-hq","pullNumber":108,"repo":"gitops"}

{"number":108,"title":"chore(dev): enable the analytics catalog-sync job","body":"Stands up the `analytics` namespace and its scraper in the dev overlay.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/108","user":{"login":"volantebjb","id":58124878,"profile_url":"https://github.com/volantebjb","avatar_url":"https://avatars.githubusercontent.com/u/58124878?v=4"},"merged_by":"volantebjb","head":{"ref":"c2-a3","sha":"54d650f63e48a7507ea8d816a0650a898fb3df92","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"052ab0d3e6118ef301d41ad89e262383e416a85a","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":1,"changed_files":1,"commits":1,"created_at":"2026-07-21T11:18:07Z","updated_at":"2026-07-21T11:20:49Z","closed_at":"2026-07-21T11:20:47Z","merged_at":"2026-07-21T11:20:47Z"}
#20hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"histogram_quantile(0.95, rate(http_request_duration_seconds_bucket{namespace=\"shopfront\"}[5m]))","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/","service":"shopfront"},"values":[[1784632350,"0.24280733285406184"],[1784632380,"0.24157414596273288"],[1784632410,"0.2396062992125984"],[1784632440,"0.2369277108433735"],[1784632470,"0.23330588235294114"],[1784632500,"0.2284042553191489"],[1784632530,"0.2209525939177102"],[1784632560,"0.20798170731707313"],[1784632590,"0.1806749049429657"],[1784632620,"0.02477110530896431"],[1784632650,"0.022906349206349208"],[1784632680,"0.02289865399841647"],[1784632710,"0.022974654377880183"],[1784632740,"0.02304347826086956"],[1784632770,"0.023039039039039037"],[1784632800,"0.023085777126099712"],[1784632830,"0.023132947976878614"],[1784632860,"0.023113372093023252"],[1784632890,"0.023127721335268504"],[1784632920,"0.023197064989517818"],[1784632950,"0.024550553505535058"],[1784632980,"0.17431535269709533"],[1784633010,"0.20529220779220775"],[1784633040,"0.21960674157303367"],[1784633070,"0.22757743362831856"],[1784633100,"0.2326859756097561"],[1784633130,"0.23644260599793174"],[1784633160,"0.2391246624662466"],[1784633190,"0.24120833333333336"],[1784633220,"0.24260281385281385"],[1784633250,"0.24260296242774565"],[1784633280,"0.24260281385281385"]]},{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/api/products","service":"shopfront"},"values":[[1784632350,"0.24270077292110873"],[1784632380,"0.24263274793982093"],[1784632410,"0.2426186051029659"],[1784632440,"0.24256241176907645"],[1784632470,"0.2425113832626786"],[1784632500,"0.24240657855845965"],[1784632530,"0.24232701056160047"],[1784632560,"0.24210717119976913"],[1784632590,"0.24176754015215557"],[1784632620,"0.24016141283706796"],[1784632650,"0.0049923469387755095"],[17846…[+3803 chars]
#21hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"container_memory_working_set_bytes{namespace=\"shopfront\",pod=\"shopfront-685888c7d-s9m68\"}","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"__name__":"container_memory_working_set_bytes","container":"load-generator","endpoint":"https-metrics","id":"/kubepods.slice/kubepods-burstable.slice/kubepods-burstable-pod2cdf0f76_77cf_469c_9ad0_2569ebf51fc8.slice/cri-containerd-2acc693977522aae9a73fad15c7bec449605c5d7add794ec363e18e67f9ba253.scope","image":"docker.io/curlimages/curl:8.14.1","instance":"172.31.16.28:10250","job":"kubelet","metrics_path":"/metrics/cadvisor","name":"2acc693977522aae9a73fad15c7bec449605c5d7add794ec363e18e67f9ba253","namespace":"shopfront","node":"ip-172-31-16-28.us-east-2.compute.internal","pod":"shopfront-685888c7d-s9m68","service":"kube-prometheus-stack-kubelet"},"values":[[1784632350,"4980736"],[1784632380,"3375104"],[1784632410,"3465216"],[1784632440,"3624960"],[1784632470,"3510272"],[1784632500,"3596288"],[1784632530,"6664192"],[1784632560,"3592192"],[1784632590,"6361088"],[1784632620,"3502080"],[1784632650,"5021696"],[1784632680,"3538944"],[1784632710,"3534848"],[1784632740,"3502080"],[1784632770,"3526656"],[1784632800,"3526656"],[1784632830,"3805184"],[1784632860,"5685248"],[1784632890,"5603328"],[1784632920,"3497984"],[1784632950,"13938688"],[1784632980,"9883648"],[1784633010,"5484544"],[1784633040,"12206080"],[1784633070,"6578176"],[1784633100,"7278592"],[1784633130,"5488640"],[1784633160,"6602752"],[1784633190,"8433664"],[1784633220,"6946816"],[1784633250,"9216000"],[1784633280,"8871936"]]},{"metric":{"__name__":"container_memory_working_set_bytes","container":"shopfront","endpoint":"https-metrics","id":"/kubepods.slice/kubepods-burstable.slice/kubepods-burstable-pod2cdf0f76_77cf_469c_9ad0_2569ebf51fc8.slice/cri-containerd-bbb51f86525adbc1e6390485d17d6b8fbcc1e93aada4e23a1c1b076348befa02.scope","image":"860668857116.dkr.ecr.us-east-2.amazonaws.com/shopfront:987c923","instance":"172.31.16.28:10250","job":"kubelet","metrics_path":"/metrics/cadvisor","name":"bbb51f86525adbc1e6390485d17d6b8fbcc1e93aada4e23a1c1b076348befa02","namespace"…[+3935 chars]
#22hypothesismcp-grafana/query_loki_logsok

reproduce: mcp-grafana/query_loki_logs {"datasourceUid":"loki","endRfc3339":"2026-07-21T11:28:00Z","limit":50,"logql":"{namespace=\"shopfront\",pod=\"shopfront-685888c7d-s9m68\"} |~ \"memory|OOM|throttl\"","startRfc3339":"2026-07-21T11:12:30Z"}

{"data":[],"hints":{"summary":"The Loki query returned no log entries for the specified time range.","possibleCauses":["The stream selector labels may not match any log streams","No logs were ingested during the specified time range","The filter expression may be too restrictive","The label values in the selector may be misspelled or incorrect","Line filter expressions may be filtering out all matching logs"],"suggestedActions":["Use list_loki_label_names to verify available labels","Use list_loki_label_values to check values for specific labels","Use query_loki_stats to check if logs exist for the stream selector","Try expanding the time range to see if logs exist in a different period","Try removing pipeline stages to see if the base stream selector matches any logs"],"debug":{"timeRange":"2026-07-21T11:12:30Z to 2026-07-21T11:28:00Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":50,"resultsTruncated":false,"totalLinesScanned":141413,"startTime":"2026-07-21T11:12:30Z","endTime":"2026-07-21T11:28:00Z"}}
#23hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"rate(container_cpu_usage_seconds_total{namespace=\"shopfront\",pod=\"shopfront-685888c7d-s9m68\",container=\"load-generator\"}[5m])","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"container":"load-generator","cpu":"total","endpoint":"https-metrics","id":"/kubepods.slice/kubepods-burstable.slice/kubepods-burstable-pod2cdf0f76_77cf_469c_9ad0_2569ebf51fc8.slice/cri-containerd-2acc693977522aae9a73fad15c7bec449605c5d7add794ec363e18e67f9ba253.scope","image":"docker.io/curlimages/curl:8.14.1","instance":"172.31.16.28:10250","job":"kubelet","metrics_path":"/metrics/cadvisor","name":"2acc693977522aae9a73fad15c7bec449605c5d7add794ec363e18e67f9ba253","namespace":"shopfront","node":"ip-172-31-16-28.us-east-2.compute.internal","pod":"shopfront-685888c7d-s9m68","service":"kube-prometheus-stack-kubelet"},"values":[[1784632350,"0.11134831152749157"],[1784632380,"0.11839997703141472"],[1784632410,"0.12576219697385513"],[1784632440,"0.1397367799362218"],[1784632470,"0.14941536241618164"],[1784632500,"0.15831835686777943"],[1784632530,"0.17241767877049038"],[1784632560,"0.17979359382503085"],[1784632590,"0.1913454621246112"],[1784632620,"0.20425345416936938"],[1784632650,"0.21185074502441126"],[1784632680,"0.21108730435267373"],[1784632710,"0.2107146816487079"],[1784632740,"0.21035638353020844"],[1784632770,"0.2105314787701316"],[1784632800,"0.20975701152928025"],[1784632830,"0.20994649109110164"],[1784632860,"0.20974677253041868"],[1784632890,"0.21024436587359221"],[1784632920,"0.2097687011033644"],[1784632950,"0.2035190080663117"],[1784632980,"0.1914280511804131"],[1784633010,"0.18255272331004915"],[1784633040,"0.17303615354147653"],[1784633070,"0.16267037152919256"],[1784633100,"0.14371773323805206"],[1784633130,"0.14314820383657345"],[1784633160,"0.13098474973842034"],[1784633190,"0.11622836672009527"],[1784633220,"0.11133628757530557"],[1784633250,"0.11099797889624884"],[1784633280,"0.11089959989256053"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=rate%28container_cpu_usage_seconds_total%7Bnamespace%3D%22shopfront%22%2Cpod%3D%22shopfront-685888c7d-s9m68%22%2Ccon…[+196 chars]
#24hypothesismcp-grafana/query_loki_logsok

reproduce: mcp-grafana/query_loki_logs {"datasourceUid":"loki","endRfc3339":"2026-07-21T11:28:00Z","limit":20,"logql":"{namespace=\"shopfront\",pod=\"shopfront-685888c7d-s9m68\",container=\"load-generator\"}","startRfc3339":"2026-07-21T11:12:30Z"}

{"data":[],"hints":{"summary":"The Loki query returned no log entries for the specified time range.","possibleCauses":["The stream selector labels may not match any log streams","No logs were ingested during the specified time range","The filter expression may be too restrictive","The label values in the selector may be misspelled or incorrect"],"suggestedActions":["Use list_loki_label_names to verify available labels","Use list_loki_label_values to check values for specific labels","Use query_loki_stats to check if logs exist for the stream selector","Try expanding the time range to see if logs exist in a different period"],"debug":{"timeRange":"2026-07-21T11:12:30Z to 2026-07-21T11:28:00Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":20,"resultsTruncated":false,"totalLinesScanned":0,"startTime":"2026-07-21T11:12:30Z","endTime":"2026-07-21T11:28:00Z"}}
#25hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"histogram_quantile(0.95, rate(http_request_duration_seconds_bucket{namespace=\"shopfront\",route=\"/api/products\"}[5m]))","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/api/products","service":"shopfront"},"values":[[1784632350,"0.24270077292110873"],[1784632380,"0.24263274793982093"],[1784632410,"0.2426186051029659"],[1784632440,"0.24256241176907645"],[1784632470,"0.2425113832626786"],[1784632500,"0.24240657855845965"],[1784632530,"0.24232701056160047"],[1784632560,"0.24210717119976913"],[1784632590,"0.24176754015215557"],[1784632620,"0.24016141283706796"],[1784632650,"0.0049923469387755095"],[1784632680,"0.005195488721804466"],[1784632710,"0.005751824817518206"],[1784632740,"0.00521052631578943"],[1784632770,"0.00521052631578943"],[1784632800,"0.005090909090909027"],[1784632830,"0.0076357615894039775"],[1784632860,"0.008534591194968561"],[1784632890,"0.007857142857142823"],[1784632920,"0.008297468354430355"],[1784632950,"0.2392214929622015"],[1784632980,"0.24135156828846627"],[1784633010,"0.2419523754479251"],[1784633040,"0.24223596434677802"],[1784633070,"0.2424678811437607"],[1784633100,"0.24251096511019257"],[1784633130,"0.24261284163062483"],[1784633160,"0.24262507806997724"],[1784633190,"0.24267063273000622"],[1784633220,"0.24269704827762834"],[1784633250,"0.2427520779470524"],[1784633280,"0.2427290779233257"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=histogram_quantile%280.95%2C+rate%28http_request_duration_seconds_bucket%7Bnamespace%3D%22shopfront%22%2Croute%3D%22%2Fapi%2Fproducts%22%7D%5B5m%5D%29%29&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#26hypothesismcp-grafana/query_loki_logsok

reproduce: mcp-grafana/query_loki_logs {"datasourceUid":"loki","endRfc3339":"2026-07-21T11:28:00Z","limit":20,"logql":"{namespace=\"shopfront\",pod=\"shopfront-685888c7d-s9m68\",container=\"shopfront\"} |~ \"cache|optimiz|warm|start\"","startRfc3339":"2026-07-21T11:12:30Z"}

{"data":[],"hints":{"summary":"The Loki query returned no log entries for the specified time range.","possibleCauses":["The stream selector labels may not match any log streams","No logs were ingested during the specified time range","The filter expression may be too restrictive","The label values in the selector may be misspelled or incorrect","Line filter expressions may be filtering out all matching logs"],"suggestedActions":["Use list_loki_label_names to verify available labels","Use list_loki_label_values to check values for specific labels","Use query_loki_stats to check if logs exist for the stream selector","Try expanding the time range to see if logs exist in a different period","Try removing pipeline stages to see if the base stream selector matches any logs"],"debug":{"timeRange":"2026-07-21T11:12:30Z to 2026-07-21T11:28:00Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":20,"resultsTruncated":false,"totalLinesScanned":141413,"startTime":"2026-07-21T11:12:30Z","endTime":"2026-07-21T11:28:00Z"}}
#27hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"rate(http_requests_total{namespace=\"shopfront\"}[5m])","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/","service":"shopfront","status":"200"},"values":[[1784632350,"4.891228070175438"],[1784632380,"5.217617089362657"],[1784632410,"5.698245614035087"],[1784632440,"6.1614035087719285"],[1784632470,"6.638596491228069"],[1784632500,"7.122807017543858"],[1784632530,"7.596491228070174"],[1784632560,"8.059649122807016"],[1784632590,"8.529824561403506"],[1784632620,"8.992982456140348"],[1784632650,"9.396491228070174"],[1784632680,"9.382456140350875"],[1784632710,"9.392982456140349"],[1784632740,"9.368421052631577"],[1784632770,"9.375438596491225"],[1784632800,"9.371929824561402"],[1784632830,"9.347368421052629"],[1784632860,"9.319298245614032"],[1784632890,"9.33333333333333"],[1784632920,"9.33333333333333"],[1784632950,"9.014035087719297"],[1784632980,"8.533333333333331"],[1784633010,"8.052631578947366"],[1784633040,"7.592982456140349"],[1784633070,"7.1122807017543845"],[1784633100,"6.642105263157894"],[1784633130,"6.203508771929823"],[1784633160,"5.722807017543858"],[1784633190,"5.252631578947367"],[1784633220,"4.866666666666665"],[1784633250,"4.859649122807016"],[1784633280,"4.866666666666665"]]},{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/api/products","service":"shopfront","status":"200"},"values":[[1784632350,"329.64561403508765"],[1784632380,"306.4148268747631"],[1784632410,"273.0140350877192"],[1784632440,"239.14035087719293"],[1784632470,"205.10175438596485"],[1784632500,"171.07368421052627"],[1784632530,"137.74035087719295"],[1784632560,"104.04912280701753"],[1784632590,"70.02807017543859"],[1784632620,"36.3578947368421"],[1784632650,"9.396491228070174"],[1784632680,"9.382456140350875"],[1784632710,"9.39298245614…[+3592 chars]
#28hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"up{namespace=\"shopfront\"}","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"__name__":"up","container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","service":"shopfront"},"values":[[1784632350,"1"],[1784632380,"1"],[1784632410,"1"],[1784632440,"1"],[1784632470,"1"],[1784632500,"1"],[1784632530,"1"],[1784632560,"1"],[1784632590,"1"],[1784632620,"1"],[1784632650,"1"],[1784632680,"1"],[1784632710,"1"],[1784632740,"1"],[1784632770,"1"],[1784632800,"1"],[1784632830,"1"],[1784632860,"1"],[1784632890,"1"],[1784632920,"1"],[1784632950,"1"],[1784632980,"1"],[1784633010,"1"],[1784633040,"1"],[1784633070,"1"],[1784633100,"1"],[1784633130,"1"],[1784633160,"1"],[1784633190,"1"],[1784633220,"1"],[1784633250,"1"],[1784633280,"1"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=up%7Bnamespace%3D%22shopfront%22%7D&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#29hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"histogram_quantile(0.95, rate(http_request_duration_seconds_bucket{namespace=\"shopfront\"}[5m])) > 1","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=histogram_quantile%280.95%2C+rate%28http_request_duration_seconds_bucket%7Bnamespace%3D%22shopfront%22%7D%5B5m%5D%29%29+%3E+1&g0.tab=0&g0.range_input=2026-07-21T11%3A12%3A30Z+to+2026-07-21T11%3A28%3A00Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#30hypothesismcp-grafana/query_loki_logsok

reproduce: mcp-grafana/query_loki_logs {"datasourceUid":"loki","endRfc3339":"2026-07-21T11:28:00Z","limit":10,"logql":"{namespace=\"shopfront\",pod=\"shopfront-685888c7d-s9m68\"}","startRfc3339":"2026-07-21T11:25:00Z"}

{"data":[{"timestamp":"\"1784633279978099762\"","line":"{\"level\":30,\"time\":\"2026-07-21T11:27:59.958Z\",\"service\":\"shopfront\",\"route\":\"/api/products\",\"method\":\"GET\",\"status\":200,\"duration\":0.165869102,\"user_agent\":\"k6/0.49.0 (https://k6.io/)\",\"msg\":\"request\"}","labels":{"app":"shopfront","container":"shopfront","filename":"/var/log/pods/shopfront_shopfront-685888c7d-s9m68_2cdf0f76-77cf-469c-9ad0-2569ebf51fc8/shopfront/0.log","instance":"shopfront","job":"shopfront/shopfront","namespace":"shopfront","node_name":"ip-172-31-16-28.us-east-2.compute.internal","pod":"shopfront-685888c7d-s9m68","service_name":"shopfront","stream":"stdout"},"structuredMetadata":{"detected_level":"unknown"}},{"timestamp":"\"1784633279978090153\"","line":"{\"level\":30,\"time\":\"2026-07-21T11:27:59.957Z\",\"service\":\"shopfront\",\"route\":\"/api/products\",\"method\":\"GET\",\"status\":200,\"duration\":0.16701664,\"user_agent\":\"k6/0.49.0 (https://k6.io/)\",\"msg\":\"request\"}","labels":{"app":"shopfront","container":"shopfront","filename":"/var/log/pods/shopfront_shopfront-685888c7d-s9m68_2cdf0f76-77cf-469c-9ad0-2569ebf51fc8/shopfront/0.log","instance":"shopfront","job":"shopfront/shopfront","namespace":"shopfront","node_name":"ip-172-31-16-28.us-east-2.compute.internal","pod":"shopfront-685888c7d-s9m68","service_name":"shopfront","stream":"stdout"},"structuredMetadata":{"detected_level":"unknown"}},{"timestamp":"\"1784633279978087954\"","line":"{\"level\":30,\"time\":\"2026-07-21T11:27:59.956Z\",\"service\":\"shopfront\",\"route\":\"/api/products\",\"method\":\"GET\",\"status\":200,\"duration\":0.167102942,\"user_agent\":\"k6/0.49.0 (https://k6.io/)\",\"msg\":\"request\"}","labels":{"app":"shopfront","container":"shopfront","filename":"/var/log/pods/shopfront_shopfront-685888c7d-s9m68_2cdf0f76-77cf-469c-9ad0-2569ebf51fc8/shopfront/0.log","instance":"shopfront","job":"shopfront/shopfront","namespace":"shopfront","node_name":"ip-172-31-16-28.us-east-2.compute.…[+5287 chars]
#31hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-21T11:28:00Z","query":"histogram_quantile(0.95, rate(http_request_duration_seconds_bucket{namespace=\"shopfront\"}[15m]))","start":"2026-07-21T11:12:30Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/","service":"shopfront"},"values":[[1784632350,"0.23756784474597661"],[1784632380,"0.23783411214953265"],[1784632410,"0.23784112149532707"],[1784632440,"0.2378481308411215"],[1784632470,"0.23784112149532707"],[1784632500,"0.2378434579439252"],[1784632530,"0.23784579439252332"],[1784632560,"0.2378481308411215"],[1784632590,"0.23765566037735847"],[1784632620,"0.23672544495715228"],[1784632650,"0.23570117728531853"],[1784632680,"0.23457619394823187"],[1784632710,"0.2333127889060092"],[1784632740,"0.23186046511627909"],[1784632770,"0.2302592190889371"],[1784632800,"0.22847177232762605"],[1784632830,"0.22640726006961712"],[1784632860,"0.22404742765273306"],[1784632890,"0.22124709302325582"],[1784632920,"0.21779327837666454"],[1784632950,"0.21651048492791602"],[1784632980,"0.21646827992151735"],[1784633010,"0.21645124345549735"],[1784633040,"0.21639215686274507"],[1784633070,"0.21626472513089004"],[1784633100,"0.21621311475409832"],[1784633130,"0.21632372214941012"],[1784633160,"0.2162376725838264"],[1784633190,"0.2162721602101116"],[1784633220,"0.21618577075098813"],[1784633250,"0.21700676982591874"],[1784633280,"0.2204941176470588"]]},{"metric":{"container":"shopfront","endpoint":"http","instance":"172.31.19.53:3000","job":"shopfront","method":"GET","namespace":"shopfront","pod":"shopfront-685888c7d-s9m68","route":"/api/products","service":"shopfront"},"values":[[1784632350,"0.24256038218702133"],[1784632380,"0.24256209856520175"],[1784632410,"0.2425622022355944"],[1784632440,"0.2425623059059871"],[1784632470,"0.2425622022355944"],[1784632500,"0.24256223679239197"],[1784632530,"0.2425622713491895"],[1784632560,"0.2425623059059871"],[1784632590,"0.24255891038459748"],[1784632620,"0.24253825878088353"],[1784632650,"0.24252934744195812"],[1784632680,"0.242517…[+3754 chars]

Source: core-api/results/snapshots/2026-07-19-gate/C2-run3.json