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. 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
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
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: warningreproduce: 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: {}
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
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
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"}}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"]]}]}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"]]}]}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"}]}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
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: "2026-07-31T23:00:30.004654+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
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
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}]}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}]}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}]}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}]}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}]}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"}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"}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"}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"}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"}]}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
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"}]}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"}]}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"}]}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"}}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"}]}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"]]}]}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