CHANGE EVIDENCE
Argo CD Connect GitOps deployments to production changes.
Argo CD sync and deployment events explain what reached the cluster — and when. AutoObserve correlates GitOps change evidence with telemetry so investigations start with release context.
- Evidence
- Deployments · Sync status
- Source
- Argo CD API / webhooks
- Enables
- Change-aware RCA
- Status
- Preview
Argo CD
Sync events
AutoObserve
Change timeline
Investigation
WHY THIS INTEGRATION MATTERS
GitOps changes are production evidence.
When checkout-api degrades after a sync, the first question is which manifest changed. Argo CD change evidence answers that inside the same timeline as metrics and logs.
GitOps correlation
Align Application sync status with service version in production.
Change timeline
Place sync and health events on the investigation axis.
Rollback context
See whether a sync or rollback preceded the degradation.
Change-aware RCA
Reduce time spent correlating cluster state with Git revisions.
EVIDENCE RECEIVED
Deployments and sync status from Argo CD
GitOps change events become deployment evidence — linked to the services and namespaces they affect.
- Deployments
- Sync status
Capture
Ingest Application sync, health and deployment events.
Align
Map Git revisions to cluster workloads and services.
Correlate
Match sync timestamps to latency and error evidence.
Investigate
Start RCA with GitOps change context — not a separate CD tool.
HOW AUTOOBSERVE USES THIS EVIDENCE
Evidence becomes GitOps change hypotheses.
Argo CD does not replace telemetry. It explains what changed in the cluster while telemetry explains what broke.
Provides
- Deployments
- Sync status
AutoObserve creates
- Change timeline
- Sync correlation
- Release attribution
- Change-aware RCA
Argo CD is what synced. AutoObserve is why it mattered.
CONNECT GITOPS CHANGE EVIDENCE
Ingest Argo CD alongside GitHub and Kubernetes.
Webhook, API polling and Kubernetes metadata paths feed the same evidence model — without duplicating your GitOps platform.
Application sync and health webhooks stream change events.
Argo CD
Change webhooks
AutoObserve
QUICK START
Connect Argo CD change evidence
Configure change event ingestion, then verify checkout-api sync events appear on the production timeline.
Connect Argo CD
Configure webhooks or API access for production Applications.
Link runtime context
Ensure Kubernetes metadata resolves services affected by syncs.
Verify change timeline
Confirm sync events align with checkout-api version during incidents.
WHAT SUCCESS LOOKS LIKE
GitOps changes on the timeline. RCA ready.
Success means sync events correlate with service versions — not merely that webhooks are configured.
Sync events ingesting
checkout-api Application syncs appear on the change timeline.
Git revision resolved
Active revision matches cluster deployment during incidents.
Cross-signal correlation
Sync timestamps align with latency evidence.
REAL INCIDENT
Same checkout spike — deployment change in focus.
The canonical checkout-api degradation with the deployment event highlighted — the change signal that preceded the latency spike.
Metric
14:31:00
Checkout latency +184%
Walk through the evidence chain · 1/6
Evidence step 1 of 6
TROUBLESHOOTING
Common Argo CD integration failures
Problem
No sync events arriving
Likely cause
Webhook URL, auth token or Application scope misconfigured.
Resolution
Verify webhook delivery and connector permissions for target Applications.
Verify
checkout-api sync appears within one reconciliation window.
Problem
Sync events without service mapping
Likely cause
Application name does not match Kubernetes service identity.
Resolution
Align Application labels with service.name and deployment metadata.
Verify
Sync event resolves to checkout-api in production context.
Problem
Stale health status on timeline
Likely cause
Polling interval too long or missed health transitions.
Resolution
Reduce poll interval or enable webhook-driven health updates.
Verify
Degraded health appears before latency spike on timeline.
PRODUCTION INTELLIGENCE
How Argo CD contributes to production understanding
GitOps change evidence enables deployment correlation inside connected production intelligence.
| Evidence | Enables |
|---|---|
| Sync status | Change timeline |
| Deployments | Release attribution |
| Git revisions | Change-aware RCA |
DESIGN PARTNERS
Validate this evidence source with your production stack.
Design partners connect real evidence sources and validate investigation workflows before GA — with direct engineering access.