Keryxeval traces
All traces
scored: failC2 run 32026-07-31-c2

Set the insufficient-evidence flag — which correctly suppressed the structured root-cause line — but the card header rendered the summary, which stated the confabulated cause more forcefully than the suppressed line would have. This is the defect design-04 D4.5 closed.

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
01KYWBEAJZNDM5748BFAX2MWFD
alert
ShopfrontHighLatency
status
completed
attempt
2
tokens
162,055
steps
31

Insufficient evidence to name a root cause.

This finding predates the prose floor (design-04 D4.5), so its summary is still the model's own assertion and is withheld here. What was checked is in the trace.

What was checked is in the trace below. This is a verdict, not a failure — better instrumentation of the implicated workload would raise conviction.

Cited evidence

  1. 1. No error logs found in shopfront container during incident

    {"data":[],"hints":{"summary":"The Loki query returned no log entries for the specified time range."

    reproduce: logcli query '{namespace="shopfront",pod=~"shopfront.*"} | json | level >= 50' --from=2026-07-31T14:51:49Z --to=2026-07-31T15:07:27Z --limit=200

Checked and ruled out

  • Recent deployment changes introducing performance regression No recent changes to shopfront values - last upgrade was at 14:32:37Z, well before alert at 15:06:49Z (step 10, 24)
  • Load generator container causing resource contention Load generator memory usage was minimal (0.1-0.5% of limit) and didn't correlate with latency spikes (step 25)

⚠️ 4 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: 2026-07-31T15:06:49.502Z
query_window: 2026-07-31T14:51:49Z .. 2026-07-31T15:07:27Z
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 0.1 seconds over the last 5 minutes.
  runbook_url=https://github.com/shopfront-hq/shopfront/tree/main/runbooks/high-latency.md
  summary=shopfront p95 latency above 0.1s
#2sweepalert-ruleflux-operator-mcp/get_kubernetes_resourcesok

reproduce: kubectl -n shopfront get prometheusrules -o yaml

alertname: ShopfrontHighLatency
searched_namespaces: shopfront
matches: 1

--- from PrometheusRule shopfront/shopfront ---
- alert: ShopfrontHighLatency
  annotations:
    dashboard_url: http://grafana.monitoring.svc/d/shopfront
    description: shopfront p95 request latency exceeded 0.1 seconds over the last
      5 minutes.
    runbook_url: https://github.com/shopfront-hq/shopfront/tree/main/runbooks/high-latency.md
    summary: shopfront p95 latency above 0.1s
  expr: |
    histogram_quantile(0.95,
      sum by (le) (rate(http_request_duration_seconds_bucket{service="shopfront", namespace="shopfront"}[5m]))
    ) > 0.1
  for: 5m
  labels:
    namespace: shopfront
    service: shopfront
    severity: warning
#3sweepkube-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: "2026-07-31T12:38:45Z"
  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: "5563"
  uid: 5facf17b-0056-477d-8234-8e2219e1af57
spec:
  clusterIP: 10.100.79.123
  clusterIPs:
  - 10.100.79.123
  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: {}
#4sweepkube-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-66c45cd444-c667b   2/2     Running   0          35m   172.31.28.3   ip-172-31-30-179.us-east-2.compute.internal   <none>           <none>            app.kubernetes.io/instance=shopfront,app.kubernetes.io/name=shopfront,pod-template-hash=66c45cd444
shopfront   v1           Pod    shopfront-postgres-0         1/1     Running   0          35m   172.31.22.2   ip-172-31-30-179.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-5c65dcff48,statefulset.kubernetes.io/pod-name=shopfront-postgres-0
#5sweepkube-crasheskubernetes-mcp-server/events_listtruncated

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

# The following events (YAML format) were found:
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: Successfully assigned shopfront/shopfront-66c45cd444-c667b to ip-172-31-30-179.us-east-2.compute.internal
  Namespace: shopfront
  Reason: Scheduled
  Timestamp: 2026-07-31 14:32:27 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: Container image "860668857116.dkr.ecr.us-east-2.amazonaws.com/shopfront:987c923"
    already present on machine
  Namespace: shopfront
  Reason: Pulled
  Timestamp: 2026-07-31 14:32:27 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: 'Created container: shopfront'
  Namespace: shopfront
  Reason: Created
  Timestamp: 2026-07-31 14:32:28 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: Started container shopfront
  Namespace: shopfront
  Reason: Started
  Timestamp: 2026-07-31 14:32:28 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: Container image "curlimages/curl:8.14.1" already present on machine
  Namespace: shopfront
  Reason: Pulled
  Timestamp: 2026-07-31 14:32:28 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: 'Created container: load-generator'
  Namespace: shopfront
  Reason: Created
  Timestamp: 2026-07-31 14:32:28 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-66c45cd444-c667b
    apiVersion: v1
  Message: Started container load-generator
  Namespace: shopfront
  Reason: Started
  Timestamp: 2026-07-31 14:32:28 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: ReplicaSet
    Name: shopfront-66c45cd444
    apiVersion: apps/v1
  Message: 'Created pod: shopfront-66c45cd444-c667b'
  Namespace: shopfront
  Reason: SuccessfulCreate
  Timestamp: 2026-07-31 14:32:27 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-685888c7d-6k6nj
    apiVersion: v1
  Message: 'Readiness probe failed: Get "http://172.31.18.2:3000/api/readyz": context
    deadline exceeded (Client.Timeout exceeded while awaiting headers)'
  Namespace: shopfront
  Reason: Unhealthy
  Timestamp: 2026-07-31 14:32:32 +0000 UTC
  Type: Warning
- InvolvedObject:
    Kind: Pod
    Name: shopfront-685888c7d-6k6nj
    apiVersion: v1
  Message: Stopping container shopfront
  Namespace: shopfront
  Reason: Killing
  Timestamp: 2026-07-31 14:32:35 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Pod
    Name: shopfront-685888c7d-6k6nj
    apiVersion: v1
  Message: Stopping container load-generator
  Namespace: shopfront
  Reason: Killing
… [truncated 58 of 258 lines] …
    Kind: Pod
    Name: shopfront-postgres-0
    apiVersion: v1
  Message: Started container postgres
  Namespace: shopfront
  Reason: Started
  Timestamp: 2026-07-31 14:32:32 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: StatefulSet
    Name: shopfront-postgres
    apiVersion: apps/v1
  Message: create Pod shopfront-postgres-0 in StatefulSet shopfront-postgres successful
  Namespace: shopfront
  Reason: SuccessfulCreate
  Timestamp: 2026-07-31 14:32:27 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: StatefulSet
    Name: shopfront-postgres
    apiVersion: apps/v1
  Message: delete Pod shopfront-postgres-0 in StatefulSet shopfront-postgres successful
  Namespace: shopfront
  Reason: SuccessfulDelete
  Timestamp: 2026-07-31 14:32:26 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: OCIRepository
    Name: shopfront
    apiVersion: source.toolkit.fluxcd.io/v1
  Message: 'artifact up-to-date with remote revision: ''0.4.0@sha256:c203c5e84d9edefbc27b8899ec1fc9a651c57876f7b59d97887938bc02b9742a'''
  Namespace: shopfront
  Reason: ArtifactUpToDate
  Timestamp: 2026-07-31 14:27:57 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: HelmRelease
    Name: shopfront
    apiVersion: helm.toolkit.fluxcd.io/v2
  Message: Helm upgrade succeeded for release shopfront/shopfront.v2 with chart shopfront@0.4.0+c203c5e84d9e
  Namespace: shopfront
  Reason: UpgradeSucceeded
  Timestamp: 2026-07-31 14:18:42 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: OCIRepository
    Name: shopfront
    apiVersion: source.toolkit.fluxcd.io/v1
  Message: stored artifact with revision '0.5.0@sha256:780e8ea0cfef15974b8e92b29905fd0b46d975d046f36c29cdcbf9d2ac395f49'
    from 'oci://860668857116.dkr.ecr.us-east-2.amazonaws.com/charts/shopfront'
  Namespace: shopfront
  Reason: NewArtifact
  Timestamp: 2026-07-31 14:32:25 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Deployment
    Name: shopfront
    apiVersion: apps/v1
  Message: Scaled up replica set shopfront-66c45cd444 from 0 to 1
  Namespace: shopfront
  Reason: ScalingReplicaSet
  Timestamp: 2026-07-31 14:32:26 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: Deployment
    Name: shopfront
    apiVersion: apps/v1
  Message: Scaled down replica set shopfront-685888c7d from 1 to 0
  Namespace: shopfront
  Reason: ScalingReplicaSet
  Timestamp: 2026-07-31 14:32:35 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: HelmRelease
    Name: shopfront
    apiVersion: helm.toolkit.fluxcd.io/v2
  Message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart shopfront@0.5.0+780e8ea0cfef
  Namespace: shopfront
  Reason: UpgradeSucceeded
  Timestamp: 2026-07-31 14:32:37 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: OCIRepository
    Name: shopfront
    apiVersion: source.toolkit.fluxcd.io/v1
  Message: garbage collected 1 artifacts
  Namespace: shopfront
  Reason: GarbageCollectionSucceeded
  Timestamp: 2026-07-31 14:37:27 +0000 UTC
  Type: Normal
- InvolvedObject:
    Kind: OCIRepository
    Name: shopfront
    apiVersion: source.toolkit.fluxcd.io/v1
  Message: 'artifact up-to-date with remote revision: ''0.5.0@sha256:780e8ea0cfef15974b8e92b29905fd0b46d975d046f36c29cdcbf9d2ac395f49'''
  Namespace: shopfront
  Reason: ArtifactUpToDate
  Timestamp: 2026-07-31 15:06:45 +0000 UTC
  Type: Normal

⚠️ truncated at capture — 7,807 bytes originally

#6sweeperror-logsmcp-grafana/query_loki_logsok

reproduce: logcli query '{namespace="shopfront",pod=~"shopfront.*"} | json | level >= 50' --from=2026-07-31T14:51:49Z --to=2026-07-31T15:07:27Z --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":"2026-07-31T14:51:49Z to 2026-07-31T15:07:27Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":100,"resultsTruncated":false,"totalLinesScanned":132828,"startTime":"2026-07-31T14:51:49Z","endTime":"2026-07-31T15:07:27Z"}}
#7sweepgolden-signalsprometheus-mcp/execute_range_queryok

reproduce: # memory_vs_limit promtool query range 'sum by (pod, container) (container_memory_working_set_bytes{namespace="shopfront",pod=~"shopfront.*",container!=""}) / sum by (pod, container) (kube_pod_container_resource_limits{namespace="shopfront",resource="memory",container!=""})' --start=2026-07-31T14:51:49Z --end=2026-07-31T15:07:27Z

{"resultType":"matrix","links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum+by+%28pod%2C+container%29+%28container_memory_working_set_bytes%7Bnamespace%3D%22shopfront%22%2Cpod%3D~%22shopfront.%2A%22%2Ccontainer%21%3D%22%22%7D%29+%2F+sum+by+%28pod%2C+container%29+%28kube_pod_container_resource_limits%7Bnamespace%3D%22shopfront%22%2Cresource%3D%22memory%22%2Ccontainer%21%3D%22%22%7D%29&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=1m","rel":"prometheus-ui","title":"View in Prometheus UI"}],"result":[
{"metric":{"container":"load-generator","pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0.059814453125"],[1785509569,"0.10626220703125"],[1785509629,"0.053955078125"],[1785509689,"0.07403564453125"],[1785509749,"0.09075927734375"],[1785509809,"0.08453369140625"],[1785509869,"0.06854248046875"],[1785509929,"0.05072021484375"],[1785509989,"0.06060791015625"],[1785510049,"0.058837890625"],[1785510109,"0.2158203125"],[1785510169,"0.17352294921875"],[1785510229,"0.18963623046875"],[1785510289,"0.083740234375"],[1785510349,"0.13043212890625"],[1785510409,"0.10443115234375"]]},
{"metric":{"container":"postgres","pod":"shopfront-postgres-0"},"values":[[1785509509,"0.1168670654296875"],[1785509569,"0.1169586181640625"],[1785509629,"0.117034912109375"],[1785509689,"0.1171112060546875"],[1785509749,"0.117889404296875"],[1785509809,"0.1171875"],[1785509869,"0.1093292236328125"],[1785509929,"0.1171722412109375"],[1785509989,"0.1173095703125"],[1785510049,"0.117279052734375"],[1785510109,"0.167327880859375"],[1785510169,"0.1690216064453125"],[1785510229,"0.1691436767578125"],[1785510289,"0.1695404052734375"],[1785510349,"0.1704864501953125"],[1785510409,"0.1705169677734375"]]},
{"metric":{"container":"shopfront","pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0.6556396484375"],[1785509569,"0.6556396484375"],[1785509629,"0.657501220703125"],[1785509689,"0.6583251953125"],[1785509749,"0.6561279296875"],[1785509809,"0.656402587890625"],[1785509869,"0.659912109375"],[1785509929,"0.65936279296875"],[1785509989,"0.65826416015625"],[1785510049,"0.659454345703125"],[1785510109,"0.72283935546875"],[1785510169,"0.73602294921875"],[1785510229,"0.746673583984375"],[1785510289,"0.743743896484375"],[1785510349,"0.747894287109375"],[1785510409,"0.753021240234375"]]}]}
#8sweepgolden-signalsprometheus-mcp/execute_range_queryok

reproduce: # cpu_usage promtool query range 'sum by (pod, container) (rate(container_cpu_usage_seconds_total{namespace="shopfront",pod=~"shopfront.*",container!=""}[5m]))' --start=2026-07-31T14:51:49Z --end=2026-07-31T15:07:27Z

{"resultType":"matrix","links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum+by+%28pod%2C+container%29+%28rate%28container_cpu_usage_seconds_total%7Bnamespace%3D%22shopfront%22%2Cpod%3D~%22shopfront.%2A%22%2Ccontainer%21%3D%22%22%7D%5B5m%5D%29%29&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=1m","rel":"prometheus-ui","title":"View in Prometheus UI"}],"result":[
{"metric":{"container":"load-generator","pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0.21726394713523636"],[1785509569,"0.2170934746911772"],[1785509629,"0.21710011174081484"],[1785509689,"0.21647830499186466"],[1785509749,"0.21618236364073995"],[1785509809,"0.21588210848487882"],[1785509869,"0.2094595608398728"],[1785509929,"0.20897024511761148"],[1785509989,"0.2161840271810735"],[1785510049,"0.2164927540956292"],[1785510109,"0.21649087721278754"],[1785510169,"0.19157139867407774"],[1785510229,"0.17055322270981915"],[1785510289,"0.14787945093633215"],[1785510349,"0.12787435360312494"],[1785510409,"0.11247358534705791"]]},
{"metric":{"container":"postgres","pod":"shopfront-postgres-0"},"values":[[1785509509,"0.07045998932247195"],[1785509569,"0.0709327863723275"],[1785509629,"0.07111549864696345"],[1785509689,"0.07141426220676465"],[1785509749,"0.07173987559759419"],[1785509809,"0.06961468725492417"],[1785509869,"0.07222401392354631"],[1785509929,"0.07251695127377905"],[1785509989,"0.07255711749302486"],[1785510049,"0.07271978016301821"],[1785510109,"0.07654878085841342"],[1785510169,"0.08930749389694383"],[1785510229,"0.10374456655414198"],[1785510289,"0.11866904592363432"],[1785510349,"0.13501155677381127"],[1785510409,"0.1432979164965064"]]},
{"metric":{"container":"shopfront","pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0.3512621594029429"],[1785509569,"0.3404580568837706"],[1785509629,"0.3489997325144709"],[1785509689,"0.34370194630421486"],[1785509749,"0.3427647839055232"],[1785509809,"0.32999916415562786"],[1785509869,"0.342336652191158"],[1785509929,"0.3454462567207339"],[1785509989,"0.3375171725795972"],[1785510049,"0.34907940012366406"],[1785510109,"0.3921485970929397"],[1785510169,"0.5866818348180494"],[1785510229,"0.7921925606697516"],[1785510289,"0.9677910365229894"],[1785510349,"1.1945669149434492"],[1785510409,"1.3104501587985145"]]}]}
#9sweepgolden-signalsprometheus-mcp/execute_range_queryok

reproduce: # restarts promtool query range 'sum by (pod, container) (kube_pod_container_status_restarts_total{namespace="shopfront"})' --start=2026-07-31T14:51:49Z --end=2026-07-31T15:07:27Z

{"resultType":"matrix","result":[{"metric":{"container":"load-generator","pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0"],[1785509569,"0"],[1785509629,"0"],[1785509689,"0"],[1785509749,"0"],[1785509809,"0"],[1785509869,"0"],[1785509929,"0"],[1785509989,"0"],[1785510049,"0"],[1785510109,"0"],[1785510169,"0"],[1785510229,"0"],[1785510289,"0"],[1785510349,"0"],[1785510409,"0"]]},{"metric":{"container":"postgres","pod":"shopfront-postgres-0"},"values":[[1785509509,"0"],[1785509569,"0"],[1785509629,"0"],[1785509689,"0"],[1785509749,"0"],[1785509809,"0"],[1785509869,"0"],[1785509929,"0"],[1785509989,"0"],[1785510049,"0"],[1785510109,"0"],[1785510169,"0"],[1785510229,"0"],[1785510289,"0"],[1785510349,"0"],[1785510409,"0"]]},{"metric":{"container":"shopfront","pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0"],[1785509569,"0"],[1785509629,"0"],[1785509689,"0"],[1785509749,"0"],[1785509809,"0"],[1785509869,"0"],[1785509929,"0"],[1785509989,"0"],[1785510049,"0"],[1785510109,"0"],[1785510169,"0"],[1785510229,"0"],[1785510289,"0"],[1785510349,"0"],[1785510409,"0"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum+by+%28pod%2C+container%29+%28kube_pod_container_status_restarts_total%7Bnamespace%3D%22shopfront%22%7D%29&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=1m","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#10sweeprecent-deploysflux-operator-mcp/get_kubernetes_resourcesok

reproduce: flux -n shopfront get helmreleases

---
apiVersion: helm.toolkit.fluxcd.io/v2
kind: HelmRelease
metadata:
  creationTimestamp: "2026-07-31T12:38:42Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 2
  labels:
    kustomize.toolkit.fluxcd.io/name: apps
    kustomize.toolkit.fluxcd.io/namespace: flux-system
  name: shopfront
  namespace: shopfront
  resourceVersion: "48232"
  uid: 56167882-326d-4f0f-9608-44477bf7c541
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:
      password: shopfront-demo
      replicas: 1
    replicas: 1
    resources:
      limits:
        memory: 128Mi
      requests:
        cpu: 100m
        memory: 128Mi
status:
  conditions:
  - lastTransitionTime: "2026-07-31T14:32:37Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart
      shopfront@0.5.0+780e8ea0cfef
    observedGeneration: 2
    reason: UpgradeSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-31T14:32:37Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart
      shopfront@0.5.0+780e8ea0cfef
    observedGeneration: 2
    reason: UpgradeSucceeded
    status: "True"
    type: Released
  events:
  - lastTimestamp: "2026-07-31T14:18:42Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v2 with chart
      shopfront@0.4.0+c203c5e84d9e
    type: Normal
  - lastTimestamp: "2026-07-31T14:32:37Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart
      shopfront@0.5.0+780e8ea0cfef
    type: Normal
  history:
  - action: upgrade
    apiVersion: v2
    appVersion: 0.1.0
    chartName: shopfront
    chartVersion: 0.5.0+780e8ea0cfef
    configDigest: sha256:f33726cd1956fda980a7f8f3950a2948ab035f65cce8c8d66bc1277b6435e9e4
    digest: sha256:3aff51e7f3bec15a1cb0171149f633f5270d674233f97283f4c24411d64b427d
    firstDeployed: "2026-07-31T12:38:45Z"
    lastDeployed: "2026-07-31T14:32:25Z"
    name: shopfront
    namespace: shopfront
    ociDigest: sha256:780e8ea0cfef15974b8e92b29905fd0b46d975d046f36c29cdcbf9d2ac395f49
    status: deployed
    version: 3
  - apiVersion: v2
    appVersion: 0.1.0
    chartName: shopfront
    chartVersion: 0.4.0+c203c5e84d9e
    configDigest: sha256:f33726cd1956fda980a7f8f3950a2948ab035f65cce8c8d66bc1277b6435e9e4
    digest: sha256:6b83a1e90cd6f39e16e1947f9e9f06f33f3fc6881b118622638b2163945368dd
    firstDeployed: "2026-07-31T12:38:45Z"
    lastDeployed: "2026-07-31T14:18:40Z"
    name: shopfront
    namespace: shopfront
    ociDigest: sha256:c203c5e84d9edefbc27b8899ec1fc9a651c57876f7b59d97887938bc02b9742a
    status: superseded
    version: 2
  inventory:
    entries:
    - id: shopfront_shopfront-db__Secret
      v: v1
    - 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:f33726cd1956fda980a7f8f3950a2948ab035f65cce8c8d66bc1277b6435e9e4
  lastAttemptedGeneration: 2
  lastAttemptedReleaseAction: upgrade
  lastAttemptedReleaseActionDuration: 11.885697511s
  lastAttemptedRevision: 0.5.0+780e8ea0cfef
  lastAttemptedRevisionDigest: sha256:780e8ea0cfef15974b8e92b29905fd0b46d975d046f36c29cdcbf9d2ac395f49
  observedGeneration: 2
  storageNamespace: shopfront
#11sweeprecent-deploysflux-operator-mcp/get_kubernetes_resourceserror

reproduce: flux -n shopfront get kustomizations

No resources found
#12sweeprecent-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: "2026-07-31T23:00:30.004654+08:00"
  creationTimestamp: "2026-07-31T12:34:11Z"
  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: "48246"
  uid: 95e509e3-5712-48b2-ae92-99eb37baf98d
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: "2026-07-31T15:06:48Z"
    message: 'Applied revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874'
    observedGeneration: 1
    reason: ReconciliationSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-31T15:06:48Z"
    message: Health check passed in 109.635525ms
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Healthy
  events:
  - lastTimestamp: "2026-07-31T14:24:27Z"
    message: |-
      Deployment/analytics/catalog-sync deleted
      ConfigMap/analytics/catalog-sync-script deleted
      Namespace/analytics deleted
    type: Normal
  - lastTimestamp: "2026-07-31T15:00:18Z"
    message: Dependencies do not meet ready condition, retrying in 30s
    type: Normal
  history:
  - digest: sha256:c84f91a37f50bea80fdcc6ee5f9f07b13ca64392afb8bb870f1d2b44db7498e3
    firstReconciled: "2026-07-31T15:01:36Z"
    lastReconciled: "2026-07-31T15:06:48Z"
    lastReconciledDuration: 531.51145ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
    totalReconciliations: 2
  - digest: sha256:7b9b321bc35f66440fc92751874fc3f42ec54ec37680d04611a1daef25e3c368
    firstReconciled: "2026-07-31T14:32:40Z"
    lastReconciled: "2026-07-31T14:57:30Z"
    lastReconciledDuration: 380.950904ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:040d4ced8ddfd2f23597031764198c975e0b6ffd
    totalReconciliations: 7
  - digest: sha256:fcc86bc3d90ac54028317c99c14abe668aee60eb660a35f68a68a7189eb33c74
    firstReconciled: "2026-07-31T14:24:27Z"
    lastReconciled: "2026-07-31T14:29:21Z"
    lastReconciledDuration: 512.020921ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:e6d10f543387d52b9cf3eb3ce3ead7aaa2be896c
    totalReconciliations: 2
  - digest: sha256:191ac03a92c6fcfeb6f4f810109cd5c8bfff43b1af15c4e1d3a3ad5a9122fcac
    firstReconciled: "2026-07-31T14:18:45Z"
    lastReconciled: "2026-07-31T14:18:45Z"
    lastReconciledDuration: 5.604662535s
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:7c61e92caa3897790f04a672971dba07ce276aeb
    totalReconciliations: 1
  - digest: sha256:3c9b8eb8b6d6d5b3acee05fbfef1d71f930f18f3ae6fdd0be494f29bac53fce8
    firstReconciled: "2026-07-31T13:45:39Z"
    lastReconciled: "2026-07-31T14:16:03Z"
    lastReconciledDuration: 447.114321ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:e376ff9cfeec1b3f3e51a83adaab19766d87404a
    totalReconciliations: 6
  inventory:
    entries:
    - id: _analytics__Namespace
      v: v1
    - id: _shopfront__Namespace
… [truncated 240 of 440 lines] …
  conditions:
  - lastTransitionTime: "2026-07-31T15:06:58Z"
    message: 'Applied revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874'
    observedGeneration: 1
    reason: ReconciliationSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-31T15:06:58Z"
    message: Health check passed in 44.67917ms
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Healthy
  events:
  - lastTimestamp: "2026-07-31T15:00:18Z"
    message: Dependencies do not meet ready condition, retrying in 30s
    type: Normal
  history:
  - digest: sha256:66f2a6eed3db34bf625bb0df091d81c6e6dd03932d84f7a460bb54d49af12b70
    firstReconciled: "2026-07-31T12:36:12Z"
    lastReconciled: "2026-07-31T15:06:58Z"
    lastReconciledDuration: 342.882405ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
    totalReconciliations: 40
  inventory:
    entries:
    - id: _gp3_storage.k8s.io_StorageClass
      v: v1
    - id: _aws-secretsmanager_external-secrets.io_ClusterSecretStore
      v: v1
  lastAppliedRevision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
  lastAttemptedRevision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
  lastHandledReconcileAt: "2026-07-31T23:01:45.774982+08:00"
  observedGeneration: 1
---
apiVersion: kustomize.toolkit.fluxcd.io/v1
kind: Kustomization
metadata:
  annotations:
    reconcile.fluxcd.io/requestedAt: "2026-07-31T23:01:51.295563+08:00"
  creationTimestamp: "2026-07-31T12:34:11Z"
  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: "48343"
  uid: 73b2fcae-1980-46e3-bac6-9821269d8cae
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: "2026-07-31T15:07:04Z"
    message: 'Applied revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874'
    observedGeneration: 1
    reason: ReconciliationSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-31T15:07:04Z"
    message: Health check passed in 51.902143ms
    observedGeneration: 1
    reason: Succeeded
    status: "True"
    type: Healthy
  history:
  - digest: sha256:bebfd0b0072817336041149e973d2825bddfdb28778d1db3e4df2f180ada02b4
    firstReconciled: "2026-07-31T12:36:02Z"
    lastReconciled: "2026-07-31T15:07:04Z"
    lastReconciledDuration: 371.958184ms
    lastReconciledStatus: ReconciliationSucceeded
    metadata:
      revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
    totalReconciliations: 41
  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@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
  lastAttemptedRevision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
  lastHandledReconcileAt: "2026-07-31T23:01:51.295563+08:00"
  observedGeneration: 1

⚠️ truncated at capture — 15,314 bytes originally

#13sweeprecent-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: "2026-07-31T23:00:23.501322+08:00"
  creationTimestamp: "2026-07-31T12:34:02Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 11
  labels:
    app.kubernetes.io/instance: flux-system
    app.kubernetes.io/managed-by: flux-operator
    app.kubernetes.io/part-of: flux
    app.kubernetes.io/version: v2.9.3
    fluxcd.controlplane.io/name: flux
    fluxcd.controlplane.io/namespace: flux-system
  name: flux-system
  namespace: flux-system
  resourceVersion: "46412"
  uid: 4cdca116-0b6c-4a90-88de-4aca6542c970
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: sha256:9329d6f3a945f35b23a32ac07ae6bbe187385814e199bac02d3a77562825d982
    lastUpdateTime: "2026-07-31T15:00:18Z"
    path: gitrepository/flux-system/flux-system/1e0307d407b6e4f0ce4a91c27a9c82c107d32874.tar.gz
    revision: refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874
    size: 29536
    url: http://source-controller.flux-system.svc.cluster.local./gitrepository/flux-system/flux-system/1e0307d407b6e4f0ce4a91c27a9c82c107d32874.tar.gz
  conditions:
  - lastTransitionTime: "2026-07-31T15:00:18Z"
    message: stored artifact for revision 'refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874'
    observedGeneration: 11
    reason: Succeeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-31T15:00:18Z"
    message: stored artifact for revision 'refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874'
    observedGeneration: 11
    reason: Succeeded
    status: "True"
    type: ArtifactInStorage
  events:
  - lastTimestamp: "2026-07-31T14:09:20Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:42e7cb3df69460c651c84383187b11fc3f5cd9f4'''
    type: Normal
  - lastTimestamp: "2026-07-31T14:14:11Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:e376ff9cfeec1b3f3e51a83adaab19766d87404a'''
    type: Normal
  - lastTimestamp: "2026-07-31T14:19:11Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:7c61e92caa3897790f04a672971dba07ce276aeb'''
    type: Normal
  - lastTimestamp: "2026-07-31T14:29:23Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:e6d10f543387d52b9cf3eb3ce3ead7aaa2be896c'''
    type: Normal
  - lastTimestamp: "2026-07-31T14:54:27Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:ad237b5187976011c41d4698e1c2a6e06d7c37f2'''
    type: Normal
  - lastTimestamp: "2026-07-31T14:59:24Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:040d4ced8ddfd2f23597031764198c975e0b6ffd'''
    type: Normal
  - lastTimestamp: "2026-07-31T15:04:31Z"
    message: 'no changes since last reconciliation: observed revision ''refs/heads/main@sha1:1e0307d407b6e4f0ce4a91c27a9c82c107d32874'''
    type: Normal
  lastHandledReconcileAt: "2026-07-31T23:00:23.501322+08:00"
  observedGeneration: 11
#14sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/1e0307d407b6e4f0ce4a91c27a9c82c107d32874

{"sha":"1e0307d407b6e4f0ce4a91c27a9c82c107d32874","html_url":"https://github.com/shopfront-hq/gitops/commit/1e0307d407b6e4f0ce4a91c27a9c82c107d32874","commit":{"message":"docs: suspending a Kustomization does not suspend its HelmReleases (#133)\n\nEach HelmRelease keeps its own interval and goes on reconciling against the\nvalues already applied. Suspend the release itself to hold it still.","author":{"name":"Barron Joshua Volante","email":"volantebjb@gmail.com","date":"2026-07-31T15:00:10Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-31T15:00:10Z"}},"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":4,"total":4},"files":[{"filename":"README.md","status":"modified","additions":4,"changes":4}]}
#15sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/040d4ced8ddfd2f23597031764198c975e0b6ffd

{"sha":"040d4ced8ddfd2f23597031764198c975e0b6ffd","html_url":"https://github.com/shopfront-hq/gitops/commit/040d4ced8ddfd2f23597031764198c975e0b6ffd","commit":{"message":"docs: reconcile the source before the kustomization (#131)\n\nflux reconcile kustomization applies the artifact the source last fetched, so\non its own it can re-apply the previous revision and read as a change that did\nnot land.","author":{"name":"Barron Joshua Volante","email":"volantebjb@gmail.com","date":"2026-07-31T14:55:08Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-31T14:55:08Z"}},"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":4,"total":4},"files":[{"filename":"README.md","status":"modified","additions":4,"changes":4}]}
#16sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/e6d10f543387d52b9cf3eb3ce3ead7aaa2be896c

{"sha":"e6d10f543387d52b9cf3eb3ce3ead7aaa2be896c","html_url":"https://github.com/shopfront-hq/gitops/commit/e6d10f543387d52b9cf3eb3ce3ead7aaa2be896c","commit":{"message":"docs: kustomize does not glob resources (#129)\n\nA committed, valid manifest that is not listed in resources: is inert and\nreports no error. Say so next to the namespace-ownership rule.","author":{"name":"Barron Joshua Volante","email":"volantebjb@gmail.com","date":"2026-07-31T14:23:08Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-31T14:23:08Z"}},"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":8,"total":8},"files":[{"filename":"README.md","status":"modified","additions":8,"changes":8}]}
#17sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/7c61e92caa3897790f04a672971dba07ce276aeb

{"sha":"7c61e92caa3897790f04a672971dba07ce276aeb","html_url":"https://github.com/shopfront-hq/gitops/commit/7c61e92caa3897790f04a672971dba07ce276aeb","commit":{"message":"Merge pull request #125 from shopfront-hq/chore/secrets-hygiene\n\nfix(security): wire keryx/grafana-admin; retire both plaintext Grafana passwords","author":{"name":"Barron Joshua Volante","email":"work@volantebjb.com","date":"2026-07-31T14:15:35Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-31T14:15:35Z"}},"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":149,"deletions":25,"total":174},"files":[{"filename":"apps/dev/shopfront-values.yaml","status":"modified","additions":11,"changes":11},{"filename":"infrastructure/base/keryx/README.md","status":"modified","additions":25,"deletions":12,"changes":37},{"filename":"infrastructure/base/keryx/externalsecrets.yaml","status":"modified","additions":36,"changes":36},{"filename":"infrastructure/base/keryx/helmrelease.yaml","status":"modified","additions":20,"deletions":9,"changes":29},{"filename":"infrastructure/base/monitoring/kube-prometheus-stack.yaml","status":"modified","additions":13,"deletions":1,"changes":14},{"filename":"infrastructure/dev/keryx-grafana-admin-externalsecret.yaml","status":"added","additions":39,"changes":39},{"filename":"infrastructure/dev/kustomization.yaml","status":"modified","additions":5,"deletions":3,"changes":8}]}
#18sweepdeploy-prsgithub-mcp/get_commitok

reproduce: gh api repos/shopfront-hq/gitops/commits/e376ff9cfeec1b3f3e51a83adaab19766d87404a

{"sha":"e376ff9cfeec1b3f3e51a83adaab19766d87404a","html_url":"https://github.com/shopfront-hq/gitops/commit/e376ff9cfeec1b3f3e51a83adaab19766d87404a","commit":{"message":"docs: a layer stuck 'in progress' is usually an unresolved source (#127)\n\nWith install.remediation.retries: -1 a HelmRelease whose source never resolved\nretries forever instead of failing, so the symptom looks like a slow start.\nPoint at the OCIRepository first.","author":{"name":"Barron Joshua Volante","email":"volantebjb@gmail.com","date":"2026-07-31T14:09:40Z"},"committer":{"name":"GitHub","email":"noreply@github.com","date":"2026-07-31T14:09:40Z"}},"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":6,"deletions":1,"total":7},"files":[{"filename":"README.md","status":"modified","additions":6,"deletions":1,"changes":7}]}
#19sweepdeploy-prsgithub-mcp/pull_request_readok

reproduce: gh pr view 133 --repo shopfront-hq/gitops

{"number":133,"title":"docs: suspending a Kustomization does not suspend its HelmReleases","body":"Each HelmRelease keeps its own interval and goes on reconciling against the values already applied on the cluster. To hold a release still, suspend the HelmRelease itself.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/133","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/helmrelease-suspend-note","sha":"47e473586e10a57435d928717ffbef75f1e7e67a","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"040d4ced8ddfd2f23597031764198c975e0b6ffd","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":4,"changed_files":1,"commits":1,"created_at":"2026-07-31T14:59:45Z","updated_at":"2026-07-31T15:00:13Z","closed_at":"2026-07-31T15:00:10Z","merged_at":"2026-07-31T15:00:10Z"}
#20sweepdeploy-prsgithub-mcp/pull_request_readok

reproduce: gh pr view 131 --repo shopfront-hq/gitops

{"number":131,"title":"docs: reconcile the source before the kustomization","body":"`flux reconcile kustomization` applies whatever artifact the source last fetched. Reconciling it without reconciling the source first can re-apply the previous revision, which reads as a change that did not land.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/131","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/reconcile-order-note","sha":"2c64f8354dcdf7437eb4d0b114ad39df0be53dd3","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"ad237b5187976011c41d4698e1c2a6e06d7c37f2","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":4,"changed_files":1,"commits":1,"created_at":"2026-07-31T14:54:50Z","updated_at":"2026-07-31T14:55:10Z","closed_at":"2026-07-31T14:55:08Z","merged_at":"2026-07-31T14:55:08Z"}
#21sweepdeploy-prsgithub-mcp/pull_request_readok

reproduce: gh pr view 129 --repo shopfront-hq/gitops

{"number":129,"title":"docs: kustomize does not glob resources","body":"A new manifest is inert until it is listed in its directory\u0026#39;s `kustomization.yaml` `resources:`. Committed, valid, unreferenced files produce no error anywhere — the apply succeeds and the object is simply absent.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/129","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/kustomize-no-glob","sha":"bddf8a18446bbb69876aafa551ad4ac89ddfd60e","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"7c61e92caa3897790f04a672971dba07ce276aeb","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":8,"changed_files":1,"commits":1,"created_at":"2026-07-31T14:21:33Z","updated_at":"2026-07-31T14:23:10Z","closed_at":"2026-07-31T14:23:09Z","merged_at":"2026-07-31T14:23:09Z"}
#22sweepdeploy-prsgithub-mcp/pull_request_readok

reproduce: gh pr view 127 --repo shopfront-hq/gitops

{"number":127,"title":"docs: a layer stuck \u0026#39;in progress\u0026#39; is usually an unresolved source","body":"With `install.remediation.retries: -1`, a HelmRelease whose source never resolved retries forever rather than failing, so a stuck Kustomization looks exactly like one that is still starting up. Points the Diagnostics bullet at the OCIRepository first.","state":"closed","draft":false,"merged":true,"mergeable_state":"unknown","html_url":"https://github.com/shopfront-hq/gitops/pull/127","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-ownership-cold-bootstrap","sha":"df15aee1dfb36f2720a4316cf1800b7f60d86d83","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"base":{"ref":"main","sha":"42e7cb3df69460c651c84383187b11fc3f5cd9f4","repo":{"full_name":"shopfront-hq/gitops","description":"Demo customer gitops (investigated by Keryx)"}},"additions":6,"deletions":1,"changed_files":1,"commits":1,"created_at":"2026-07-31T14:09:18Z","updated_at":"2026-07-31T14:09:42Z","closed_at":"2026-07-31T14:09:40Z","merged_at":"2026-07-31T14:09:40Z"}
#23hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-31T15:07:27Z","query":"histogram_quantile(0.95, sum(rate(http_request_duration_seconds_bucket{namespace=\"shopfront\",pod=~\"shopfront.*\"}[5m])) by (le))","start":"2026-07-31T14:51:49Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{},"values":[[1785509509,"0.02241307716145026"],[1785509539,"0.02240454687013392"],[1785509569,"0.022411235257603974"],[1785509599,"0.022459667487684725"],[1785509629,"0.02243622291021672"],[1785509659,"0.02238078848560701"],[1785509689,"0.022381116687578417"],[1785509719,"0.022379180994060645"],[1785509749,"0.0223752357008171"],[1785509779,"0.022390512095507378"],[1785509809,"0.02243579404466502"],[1785509839,"0.02245023112480739"],[1785509869,"0.022408652349828823"],[1785509899,"0.022423398328690808"],[1785509929,"0.022453312788906016"],[1785509959,"0.022518239372927337"],[1785509989,"0.022521857099788965"],[1785510019,"0.022540993417115504"],[1785510049,"0.022554033938672217"],[1785510079,"0.022510580411124543"],[1785510109,"0.21936780542146297"],[1785510139,"0.23827097974369577"],[1785510169,"0.24060173351303618"],[1785510199,"0.24157345046364082"],[1785510229,"0.24207460017880203"],[1785510259,"0.24237620543395622"],[1785510289,"0.24258093074533127"],[1785510319,"0.24271309390359574"],[1785510349,"0.24282963401276608"],[1785510379,"0.2429108506272914"],[1785510409,"0.2429373784604628"],[1785510439,"0.2429513095160342"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=histogram_quantile%280.95%2C+sum%28rate%28http_request_duration_seconds_bucket%7Bnamespace%3D%22shopfront%22%2Cpod%3D~%22shopfront.%2A%22%7D%5B5m%5D%29%29+by+%28le%29%29&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#24hypothesisflux-operator-mcp/get_kubernetes_resourcesok

reproduce: flux-operator-mcp/get_kubernetes_resources {"apiVersion":"helm.toolkit.fluxcd.io/v2","kind":"HelmRelease","name":"shopfront","namespace":"shopfront"}

---
apiVersion: helm.toolkit.fluxcd.io/v2
kind: HelmRelease
metadata:
  creationTimestamp: "2026-07-31T12:38:42Z"
  finalizers:
  - finalizers.fluxcd.io
  generation: 2
  labels:
    kustomize.toolkit.fluxcd.io/name: apps
    kustomize.toolkit.fluxcd.io/namespace: flux-system
  name: shopfront
  namespace: shopfront
  resourceVersion: "48232"
  uid: 56167882-326d-4f0f-9608-44477bf7c541
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:
      password: shopfront-demo
      replicas: 1
    replicas: 1
    resources:
      limits:
        memory: 128Mi
      requests:
        cpu: 100m
        memory: 128Mi
status:
  conditions:
  - lastTransitionTime: "2026-07-31T14:32:37Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart
      shopfront@0.5.0+780e8ea0cfef
    observedGeneration: 2
    reason: UpgradeSucceeded
    status: "True"
    type: Ready
  - lastTransitionTime: "2026-07-31T14:32:37Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart
      shopfront@0.5.0+780e8ea0cfef
    observedGeneration: 2
    reason: UpgradeSucceeded
    status: "True"
    type: Released
  events:
  - lastTimestamp: "2026-07-31T14:18:42Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v2 with chart
      shopfront@0.4.0+c203c5e84d9e
    type: Normal
  - lastTimestamp: "2026-07-31T14:32:37Z"
    message: Helm upgrade succeeded for release shopfront/shopfront.v3 with chart
      shopfront@0.5.0+780e8ea0cfef
    type: Normal
  history:
  - action: upgrade
    apiVersion: v2
    appVersion: 0.1.0
    chartName: shopfront
    chartVersion: 0.5.0+780e8ea0cfef
    configDigest: sha256:f33726cd1956fda980a7f8f3950a2948ab035f65cce8c8d66bc1277b6435e9e4
    digest: sha256:3aff51e7f3bec15a1cb0171149f633f5270d674233f97283f4c24411d64b427d
    firstDeployed: "2026-07-31T12:38:45Z"
    lastDeployed: "2026-07-31T14:32:25Z"
    name: shopfront
    namespace: shopfront
    ociDigest: sha256:780e8ea0cfef15974b8e92b29905fd0b46d975d046f36c29cdcbf9d2ac395f49
    status: deployed
    version: 3
  - apiVersion: v2
    appVersion: 0.1.0
    chartName: shopfront
    chartVersion: 0.4.0+c203c5e84d9e
    configDigest: sha256:f33726cd1956fda980a7f8f3950a2948ab035f65cce8c8d66bc1277b6435e9e4
    digest: sha256:6b83a1e90cd6f39e16e1947f9e9f06f33f3fc6881b118622638b2163945368dd
    firstDeployed: "2026-07-31T12:38:45Z"
    lastDeployed: "2026-07-31T14:18:40Z"
    name: shopfront
    namespace: shopfront
    ociDigest: sha256:c203c5e84d9edefbc27b8899ec1fc9a651c57876f7b59d97887938bc02b9742a
    status: superseded
    version: 2
  inventory:
    entries:
    - id: shopfront_shopfront-db__Secret
      v: v1
    - 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:f33726cd1956fda980a7f8f3950a2948ab035f65cce8c8d66bc1277b6435e9e4
  lastAttemptedGeneration: 2
  lastAttemptedReleaseAction: upgrade
  lastAttemptedReleaseActionDuration: 11.885697511s
  lastAttemptedRevision: 0.5.0+780e8ea0cfef
  lastAttemptedRevisionDigest: sha256:780e8ea0cfef15974b8e92b29905fd0b46d975d046f36c29cdcbf9d2ac395f49
  observedGeneration: 2
  storageNamespace: shopfront
#25hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-31T15:07:27Z","query":"rate(container_memory_working_set_bytes{namespace=\"shopfront\",container=\"load-generator\"}[5m]) / on(pod) kube_pod_container_resource_limits{namespace=\"shopfront\",resource=\"memory\",container=\"load-generator\"}","start":"2026-07-31T14:51:49Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"pod":"shopfront-66c45cd444-c667b"},"values":[[1785509509,"0.0017921956810831611"],[1785509539,"0.0018738688462651945"],[1785509569,"0.0020131990938443245"],[1785509599,"0.0019152974959379344"],[1785509629,"0.00212648831802473"],[1785509659,"0.002249322443345934"],[1785509689,"0.0025585044913926953"],[1785509719,"0.002630105188634275"],[1785509749,"0.0030023241859103746"],[1785509779,"0.003245233759905968"],[1785509809,"0.003531466872997924"],[1785509839,"0.0032496454151471166"],[1785509869,"0.003095444713891823"],[1785509899,"0.003337607843566611"],[1785509929,"0.0031532894895888613"],[1785509959,"0.002842525057526971"],[1785509989,"0.0027096434721744864"],[1785510019,"0.0026871111167053843"],[1785510049,"0.002555815527012319"],[1785510079,"0.002243600032622351"],[1785510109,"0.0028101071176746062"],[1785510139,"0.0032009690895631613"],[1785510169,"0.0036123099423988263"],[1785510199,"0.003859720011655941"],[1785510229,"0.003591214178423272"],[1785510259,"0.0044639986408102645"],[1785510289,"0.004675009682585652"],[1785510319,"0.004611981541813361"],[1785510349,"0.005298068401797429"],[1785510379,"0.005236697855916941"],[1785510409,"0.00459036147541301"],[1785510439,"0.004647683985986119"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=rate%28container_memory_working_set_bytes%7Bnamespace%3D%22shopfront%22%2Ccontainer%3D%22load-generator%22%7D%5B5m%5D%29+%2F+on%28pod%29+kube_pod_container_resource_limits%7Bnamespace%3D%22shopfront%22%2Cresource%3D%22memory%22%2Ccontainer%3D%22load-generator%22%7D&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#26hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-31T15:07:27Z","query":"container_memory_working_set_bytes{namespace=\"shopfront\",container=\"shopfront\"}","start":"2026-07-31T14:51:49Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"__name__":"container_memory_working_set_bytes","container":"shopfront","endpoint":"https-metrics","id":"/kubepods.slice/kubepods-burstable.slice/kubepods-burstable-podf8b22e6f_aef9_4d00_bc7f_cf6af83272b2.slice/cri-containerd-734305c541e6dfbd3b8cabf40a6244408bc384ee895d97fa72622d6519d580a4.scope","image":"860668857116.dkr.ecr.us-east-2.amazonaws.com/shopfront:987c923","instance":"172.31.30.179:10250","job":"kubelet","metrics_path":"/metrics/cadvisor","name":"734305c541e6dfbd3b8cabf40a6244408bc384ee895d97fa72622d6519d580a4","namespace":"shopfront","node":"ip-172-31-30-179.us-east-2.compute.internal","pod":"shopfront-66c45cd444-c667b","service":"kube-prometheus-stack-kubelet"},"values":[[1785509509,"87998464"],[1785509539,"87961600"],[1785509569,"87998464"],[1785509599,"88006656"],[1785509629,"88248320"],[1785509659,"88059904"],[1785509689,"88358912"],[1785509719,"88186880"],[1785509749,"88064000"],[1785509779,"88264704"],[1785509809,"88100864"],[1785509839,"87986176"],[1785509869,"88571904"],[1785509899,"88068096"],[1785509929,"88498176"],[1785509959,"88543232"],[1785509989,"88350720"],[1785510019,"88985600"],[1785510049,"88510464"],[1785510079,"88367104"],[1785510109,"97017856"],[1785510139,"98271232"],[1785510169,"98787328"],[1785510199,"99102720"],[1785510229,"100216832"],[1785510259,"100143104"],[1785510289,"99823616"],[1785510319,"99917824"],[1785510349,"100380672"],[1785510379,"100233216"],[1785510409,"101068800"],[1785510439,"102821888"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=container_memory_working_set_bytes%7Bnamespace%3D%22shopfront%22%2Ccontainer%3D%22shopfront%22%7D&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#27hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-31T15:07:27Z","query":"kube_pod_container_resource_limits{namespace=\"shopfront\",container=\"shopfront\",resource=\"memory\"}","start":"2026-07-31T14:51:49Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{"__name__":"kube_pod_container_resource_limits","container":"shopfront","endpoint":"http","instance":"172.31.23.52:8080","job":"kube-state-metrics","namespace":"shopfront","node":"ip-172-31-30-179.us-east-2.compute.internal","pod":"shopfront-66c45cd444-c667b","resource":"memory","service":"kube-prometheus-stack-kube-state-metrics","uid":"f8b22e6f-aef9-4d00-bc7f-cf6af83272b2","unit":"byte"},"values":[[1785509509,"134217728"],[1785509539,"134217728"],[1785509569,"134217728"],[1785509599,"134217728"],[1785509629,"134217728"],[1785509659,"134217728"],[1785509689,"134217728"],[1785509719,"134217728"],[1785509749,"134217728"],[1785509779,"134217728"],[1785509809,"134217728"],[1785509839,"134217728"],[1785509869,"134217728"],[1785509899,"134217728"],[1785509929,"134217728"],[1785509959,"134217728"],[1785509989,"134217728"],[1785510019,"134217728"],[1785510049,"134217728"],[1785510079,"134217728"],[1785510109,"134217728"],[1785510139,"134217728"],[1785510169,"134217728"],[1785510199,"134217728"],[1785510229,"134217728"],[1785510259,"134217728"],[1785510289,"134217728"],[1785510319,"134217728"],[1785510349,"134217728"],[1785510379,"134217728"],[1785510409,"134217728"],[1785510439,"134217728"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=kube_pod_container_resource_limits%7Bnamespace%3D%22shopfront%22%2Ccontainer%3D%22shopfront%22%2Cresource%3D%22memory%22%7D&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#28hypothesismcp-grafana/query_loki_logsok

reproduce: mcp-grafana/query_loki_logs {"datasourceUid":"loki","endRfc3339":"2026-07-31T15:07:27Z","limit":50,"logql":"{namespace=\"shopfront\",container=\"shopfront\"} |~ \"memory|gc|heap|OOM\"","startRfc3339":"2026-07-31T14:51:49Z"}

{"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":"2026-07-31T14:51:49Z to 2026-07-31T15:07:27Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":50,"resultsTruncated":false,"totalLinesScanned":133910,"startTime":"2026-07-31T14:51:49Z","endTime":"2026-07-31T15:07:27Z"}}
#29hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-31T15:07:27Z","query":"sum(rate(container_cpu_usage_seconds_total{namespace=\"shopfront\",container=\"shopfront\"}[5m]))","start":"2026-07-31T14:51:49Z","step":"30s"}

{"resultType":"matrix","result":[{"metric":{},"values":[[1785509509,"0.3512621594029429"],[1785509539,"0.3504968406559635"],[1785509569,"0.3404580568837706"],[1785509599,"0.352442672084612"],[1785509629,"0.3489997325144709"],[1785509659,"0.3347923320063941"],[1785509689,"0.34370194630421486"],[1785509719,"0.3436439602877717"],[1785509749,"0.3427647839055232"],[1785509779,"0.3423130446388745"],[1785509809,"0.32999916415562786"],[1785509839,"0.3437088714792655"],[1785509869,"0.342336652191158"],[1785509899,"0.3441066675325208"],[1785509929,"0.3454462567207339"],[1785509959,"0.34554122432612466"],[1785509989,"0.3375171725795972"],[1785510019,"0.3393492973161792"],[1785510049,"0.34907940012366406"],[1785510079,"0.34918320961937005"],[1785510109,"0.3921485970929397"],[1785510139,"0.4969261355096904"],[1785510169,"0.5866818348180494"],[1785510199,"0.6703065326275903"],[1785510229,"0.7921925606697516"],[1785510259,"0.8803661683369323"],[1785510289,"0.9677910365229894"],[1785510319,"1.0754936348706576"],[1785510349,"1.1945669149434492"],[1785510379,"1.2865083413538658"],[1785510409,"1.3104501587985145"],[1785510439,"1.310684153634014"]]}],"links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=sum%28rate%28container_cpu_usage_seconds_total%7Bnamespace%3D%22shopfront%22%2Ccontainer%3D%22shopfront%22%7D%5B5m%5D%29%29&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}]}
#30hypothesisprometheus-mcp/execute_range_queryok

reproduce: prometheus-mcp/execute_range_query {"end":"2026-07-31T15:07:27Z","query":"rate(container_memory_working_set_bytes{namespace=\"shopfront\",container=\"shopfront\"}[5m])","start":"2026-07-31T14:51:49Z","step":"30s"}

{"resultType":"matrix","links":[{"href":"http://kube-prometheus-stack-prometheus.monitoring.svc:9090/graph?g0.expr=rate%28container_memory_working_set_bytes%7Bnamespace%3D%22shopfront%22%2Ccontainer%3D%22shopfront%22%7D%5B5m%5D%29&g0.tab=0&g0.range_input=2026-07-31T14%3A51%3A49Z+to+2026-07-31T15%3A07%3A27Z&g0.step_input=30s","rel":"prometheus-ui","title":"View in Prometheus UI"}],"result":[
{"metric":{"container":"shopfront","endpoint":"https-metrics","id":"/kubepods.slice/kubepods-burstable.slice/kubepods-burstable-podf8b22e6f_aef9_4d00_bc7f_cf6af83272b2.slice/cri-containerd-734305c541e6dfbd3b8cabf40a6244408bc384ee895d97fa72622d6519d580a4.scope","image":"860668857116.dkr.ecr.us-east-2.amazonaws.com/shopfront:987c923","instance":"172.31.30.179:10250","job":"kubelet","metrics_path":"/metrics/cadvisor","name":"734305c541e6dfbd3b8cabf40a6244408bc384ee895d97fa72622d6519d580a4","namespace":"shopfront","node":"ip-172-31-30-179.us-east-2.compute.internal","pod":"shopfront-66c45cd444-c667b","service":"kube-prometheus-stack-kubelet"},"values":[[1785509509,"2481291.220164754"],[1785509539,"2783992.6943461974"],[1785509569,"2773752.8803612557"],[1785509599,"2855230.5364630613"],[1785509629,"2514025.9282639474"],[1785509659,"2501859.0752305184"],[1785509689,"2493330.136060918"],[1785509719,"2745780.9183366266"],[1785509749,"2967926.6914888606"],[1785509779,"2478961.402424247"],[1785509809,"2779294.1068899673"],[1785509839,"3325123.713849793"],[1785509869,"2990925.2189124045"],[1785509899,"3317250.1384227327"],[1785509929,"3068430.418901119"],[1785509959,"3000246.0885995086"],[1785509989,"3438677.5466124383"],[1785510019,"2815797.7245115046"],[1785510049,"3089352.9006948257"],[1785510079,"3155683.8962586187"],[1785510109,"2512648.031305725"],[1785510139,"2203368.9729295187"],[1785510169,"2277926.3386432524"],[1785510199,"1966600.0974010972"],[1785510229,"1956845.9500512204"],[1785510259,"2028856.7923729725"],[1785510289,"1993939.119135171"],[1785510319,"2050635.0066423288"],[1785510349,"1787581.393186751"],[1785510379,"1838228.3819912309"],[1785510409,"1819978.9704114408"],[1785510439,"2108723.213481433"]]}]}
#31hypothesismcp-grafana/query_loki_logsok

reproduce: mcp-grafana/query_loki_logs {"datasourceUid":"loki","endRfc3339":"2026-07-31T15:07:27Z","limit":100,"logql":"{namespace=\"shopfront\",container=\"shopfront\"} | json | level >= 40","startRfc3339":"2026-07-31T14:51:49Z"}

{"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"],"debug":{"timeRange":"2026-07-31T14:51:49Z to 2026-07-31T15:07:27Z"}},"metadata":{"linesReturned":0,"maxLinesAllowed":100,"resultsTruncated":false,"totalLinesScanned":218381,"startTime":"2026-07-31T14:51:49Z","endTime":"2026-07-31T15:07:27Z"}}

Source: core-api/results/snapshots/2026-07-31-c2/C2-run3.json