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. 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
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
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: {}
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
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
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"}}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"}]}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"}]}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"}]}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
reproduce: flux -n shopfront get kustomizations
No resources found
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
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
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}]}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}]}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"}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"}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
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"}]}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"}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]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]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"}}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"}
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{"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"}}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"}
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{"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"}}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"}
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{"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"}]}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]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