Certification track: Associate Cloud Engineer (ACE)
Zammad on GKE Autopilot
Zammad is an open-source helpdesk and customer support platform — a GDPR-compliant alternative to Zendesk and Freshdesk. This module deploys Zammad on GKE Autopilot on top of the App_GKE foundation, which provisions and manages the shared Google Cloud and Kubernetes infrastructure.
This guide focuses on the cloud services Zammad uses and how to explore and operate them from the Google Cloud Console and the command line. For the mechanics that are common to every GKE application — Workload Identity, ingress, autoscaling, CI/CD, Cloud Armor, IAP, Binary Authorization, VPC Service Controls, backups, and the deployment lifecycle — refer to the App_GKE foundation guide rather than repeating them here.
1. Overview
Zammad runs as a Ruby on Rails (railsserver) workload. The deployment wires together a focused set of Google Cloud services:
| Capability | Google Cloud service | Notes |
|---|---|---|
| Compute | GKE Autopilot | Rails pods, 2 vCPU / 4 GiB by default, horizontally autoscaled |
| Database | Cloud SQL for PostgreSQL 15 | Required — Zammad does not support MySQL |
| Attachment storage | Filestore (NFS) | Ticket attachments at /opt/zammad/storage, shared across all replicas |
| Object storage | Cloud Storage | A dedicated zammad-attachments bucket, always provisioned |
| Cache & job queue | Redis | Enabled by default; required for ActionCable WebSocket pub/sub and Sidekiq |
| Secrets | Secret Manager | Database password managed automatically |
| Ingress | Cloud Load Balancing | External LoadBalancer, optional custom domain + managed certificate |
Sensible defaults worth knowing up front:
- PostgreSQL 15 is required. The database engine is fixed; MySQL is not supported and is rejected at plan time.
- Redis is required. Zammad uses Redis for real-time ticket updates (ActionCable) and background job processing (Sidekiq). Without it, Zammad fails to start.
- A custom image is built via Cloud Build.
container_image_source = "custom"is the default — Cloud Build wraps the officialzammad/zammadDocker Hub image with a GCP-specificentrypoint.shthat maps FoundationDB_*variables to Zammad'sPOSTGRESQL_*convention. - Database migrations run on every pod start (idempotent via
zammad-init). The startup probe allows ample time for first-boot migration. - Session affinity is
ClientIP. Zammad WebSocket connections are pinned to one pod; Redis pub/sub coordinates real-time events across replicas. - PodDisruptionBudget is enabled by default. At least one Zammad pod stays up during node maintenance.
2. Google Cloud Services & How to Explore Them
All commands assume you have run
gcloud container clusters get-credentials <cluster> --region <region> --project <project>
and that PROJECT, REGION, and NAMESPACE are set. The namespace and other
identifiers are reported in the deployment Outputs.
A. GKE Autopilot — the Zammad workload
Zammad pods are scheduled on Autopilot, which bills for the CPU/memory the pods actually request. Horizontal Pod Autoscaling sizes the deployment between the minimum and maximum replica counts.
- Console: Kubernetes Engine → Workloads → select the Zammad workload to see pods, events, and resource usage. Kubernetes Engine → Services & Ingress shows the external IP.
- CLI:
kubectl get pods,svc,hpa -n "$NAMESPACE"
kubectl logs -n "$NAMESPACE" deploy/<service-name> --tail=100
kubectl describe hpa -n "$NAMESPACE" # current vs target utilisation
See App_GKE for how Autopilot, scaling, and the workload type (Deployment vs StatefulSet) are managed.
B. Cloud SQL for PostgreSQL 15
Zammad stores all helpdesk data (tickets, users, channels, SLA records) in a managed
Cloud SQL for PostgreSQL 15 instance. Pods reach it privately through the Cloud SQL
Auth Proxy sidecar over a Unix socket — no public IP is exposed. On the first
deploy, an initialization Job creates the application database and user. On every
subsequent pod start, zammad-init applies any pending schema migrations.
- Console: SQL → select the instance for connections, backups, flags, and metrics.
- CLI:
gcloud sql instances list --project "$PROJECT"
gcloud sql instances describe <instance-name> --project "$PROJECT"
# Open an interactive shell to inspect schema/data:
gcloud sql connect <instance-name> --user=<db-user> --project "$PROJECT"
The instance name, database name, user, and the Secret Manager secret holding the password are all surfaced in the Outputs. For the connection model, automated backups, and password rotation, see App_GKE.
C. Filestore (NFS) and Cloud Storage
Ticket attachments and uploaded files are written to a Filestore (NFS) share
mounted at /opt/zammad/storage inside every pod so all replicas see the same files.
A dedicated Cloud Storage (zammad-attachments) bucket is also provisioned
automatically; the workload service account is granted access.
- Console: Filestore → Instances for the NFS share; Cloud Storage → Buckets for the attachments bucket.
- CLI:
gcloud filestore instances list --project "$PROJECT"
gcloud storage buckets list --project "$PROJECT"
gcloud storage ls gs://<attachments-bucket>/ # bucket name is in the Outputs
# Confirm the share is mounted inside a pod:
kubectl exec -n "$NAMESPACE" deploy/<service-name> -- df -h | grep -i nfs
See App_GKE for NFS provisioning, GCS Fuse, and CMEK options.
D. Redis cache and job queue
Redis is mandatory for Zammad and serves two critical roles:
- ActionCable pub/sub — delivers real-time ticket updates to agents across multiple pods.
- Sidekiq — processes background jobs (email dispatch, SLA notifications, LDAP sync, scheduler tasks).
When no external redis_host is configured and NFS is enabled, the NFS host IP is
used as the Redis endpoint.
- Console: Memorystore → Redis (if using a managed instance).
- CLI:
redis-cli -h <redis-host> ping
redis-cli -h <redis-host> info keyspace
redis-cli -h <redis-host> client list # active Sidekiq/ActionCable connections
E. Secret Manager
The database password is stored as a Secret Manager secret and injected into pods at runtime; plaintext never appears in configuration. Zammad manages its own internal signing keys at startup — no application-level secret is auto-generated.
- Console: Security → Secret Manager.
- CLI:
gcloud secrets list --project "$PROJECT"
gcloud secrets versions access latest --secret=<secret-name> --project "$PROJECT"
The database password secret name is in the Outputs. See App_GKE for the Secret Store CSI integration and rotation.
F. Networking & ingress
By default the workload is exposed through an external Cloud Load Balancing IP. A custom domain with a Google-managed certificate can be enabled, and a static IP can be reserved so the address survives redeploys.
- Console: Network services → Load balancing; VPC network → IP addresses.
- CLI:
kubectl get ingress,svc -n "$NAMESPACE"
gcloud compute addresses list --project "$PROJECT"
See App_GKE for custom domains, Cloud CDN, and static IP details.
G. Cloud Logging & Monitoring
Pod stdout/stderr flow to Cloud Logging; GKE and Cloud SQL metrics flow to Cloud Monitoring. Optional uptime checks and alert policies are available.
- Console: Logging → Logs Explorer; Monitoring → Dashboards / Alerting.
- CLI:
gcloud logging read 'resource.type="k8s_container" AND resource.labels.namespace_name="'"$NAMESPACE"'"' \
--project "$PROJECT" --limit 50
3. Zammad Application Behaviour
- First-deploy database setup. An initialization Job (
db-init) runs before the application starts. It connects to Cloud SQL via the Auth Proxy and idempotently creates the Zammad database, user, and grants privileges. It is safe to re-run. - Migrations on every start. The custom
entrypoint.shcallszammad-init(Rails DB migration + seed) before starting the railsserver on every pod start. Pending migrations are applied; already-run ones are skipped. - Variable bridging. The Foundation module injects database credentials as
DB_HOST,DB_USER,DB_PASSWORD, etc. The customentrypoint.shmaps these to Zammad'sPOSTGRESQL_*convention at runtime. - WebSocket connectivity. Zammad agents receive live ticket updates via
ActionCable WebSockets. With multiple replicas, Redis pub/sub coordinates events
across pods — this is why
enable_redis = trueis mandatory for production. - Health path. Both startup and liveness probes target
/api/v1/ping, which returns HTTP 200 only when Zammad is fully initialised. The startup probe allows a generous tolerance (60-second initial delay, up to 30 retries) to accommodate first-boot schema migration. - Email integration. Zammad sends email notifications for ticket events and password resets. Configure SMTP after first login at Admin → Channels → Email. SMTP credentials can be injected as secret environment variables.
- Inspect running jobs:
kubectl get jobs -n "$NAMESPACE" --sort-by=.metadata.creationTimestamp
kubectl get cronjobs -n "$NAMESPACE"
4. Configuration Variables
Variables are grouped exactly as they appear on the deployment platform. Only settings specific to or notable for Zammad are listed; every other input is inherited from App_GKE with its standard behaviour and defaults.
Group 1 — Project & Identity
| Variable | Default | Description |
|---|---|---|
project_id | (required) | Target Google Cloud project. |
region | us-central1 | Region for the workload and regional resources. |
elasticsearch_url | "" | Elasticsearch HTTP endpoint for full-text search. Leave empty to disable. |
elasticsearch_username | "" | Elasticsearch username. Leave empty when security is disabled. |
Group 2 — Deployment Environment
| Variable | Default | Description |
|---|---|---|
tenant_deployment_id | demo | Short suffix that makes resource names unique per environment. |
support_users | [] | Emails granted project access and monitoring alerts. |
resource_labels | {} | Labels applied to all resources for cost/ownership tracking. |
Group 3 — Application Identity
| Variable | Default | Description |
|---|---|---|
application_name | zammad | Base name for resources. Do not change after first deploy. |
application_display_name | Zammad Helpdesk | Friendly name shown in the Console. |
application_description | Zammad Open-source Helpdesk on GKE Autopilot | Workload description annotation. |
application_version | 6.4.1 | Zammad image version tag; increment to roll out a new build. |
Group 4 — Runtime & Scaling
| Variable | Default | Description |
|---|---|---|
deploy_application | true | Set false to provision infrastructure only. |
container_image_source | custom | custom builds via Cloud Build (required for the GCP entrypoint); prebuilt skips the build. |
container_image | "" | Override container image URI. Leave empty for Cloud Build to manage. |
container_resources | { cpu_limit: "2000m", memory_limit: "4Gi" } | CPU/memory limits and optional requests. Validated at plan time. |
container_port | 3000 | Zammad railsserver port. Must match ZAMMAD_RAILSSERVER_PORT. |
min_instance_count | 1 | Minimum replicas. Keep ≥ 1 so agents avoid long cold starts. |
max_instance_count | 5 | Maximum replicas (autoscaler ceiling). |
enable_cloudsql_volume | true | Cloud SQL Auth Proxy sidecar. Do not disable. |
enable_vertical_pod_autoscaling | false | Let Autopilot tune resource requests automatically. |
enable_image_mirroring | true | Mirrors the Zammad Docker Hub image into Artifact Registry before deploy. |
Group 5 — Environment Variables & Secrets
| Variable | Default | Description |
|---|---|---|
environment_variables | {} | Extra non-secret settings. Core POSTGRESQL_* and RAILS_* values are set automatically. |
secret_environment_variables | {} | Map of env var → Secret Manager secret name (e.g. for SMTP passwords). |
secret_propagation_delay | 30 | Seconds to wait after secret creation before proceeding. |
secret_rotation_period | 2592000s | Secret Manager rotation notification frequency. |
Group 6 — GKE Backend & Cluster
| Variable | Default | Description |
|---|---|---|
service_type | LoadBalancer | How the Service is exposed. |
session_affinity | ClientIP | Sticky routing required for WebSocket session continuity. |
workload_type | null | Auto-resolves to StatefulSet when per-pod storage is enabled. |
network_tags | ['nfsserver'] | Node/pod tags; nfsserver is required for NFS connectivity. |
termination_grace_period_seconds | 60 | Kubernetes waits this long after SIGTERM before forcibly stopping the container. |
Group 7 — StatefulSet
| Variable | Default | Description |
|---|---|---|
stateful_pvc_enabled | null | Enables PVC templates; automatically selects StatefulSet workload type. |
stateful_pvc_size | 10Gi | Storage size for each StatefulSet PVC. |
stateful_pvc_mount_path | /data | Container path where the per-pod PVC is mounted. |
stateful_pvc_storage_class | standard-rwo | Kubernetes StorageClass for PVCs. |
Group 8 — Resource Quota
| Variable | Default | Description |
|---|---|---|
enable_resource_quota | false | Cap namespace CPU/memory/object counts. |
quota_memory_requests / quota_memory_limits | "" | Must use binary units (4Gi, 8192Mi) — bare integers are read as bytes and block scheduling. |
Group 9 — Reliability Policies
| Variable | Default | Description |
|---|---|---|
enable_pod_disruption_budget | true | Protect availability during node upgrades. |
pdb_min_available | 1 | Raise min_instance_count above 1 if you need eviction headroom. |
enable_topology_spread | false | Spread pods across zones for zone-failure resilience. |
Group 10 — Observability & Health
| Variable | Default | Description |
|---|---|---|
startup_probe / startup_probe_config | /api/v1/ping, 60s delay, 30 retries | Generous tolerance for schema migration on first boot. |
liveness_probe / health_check_config | /api/v1/ping, 60s delay | Restarts the container after 3 consecutive failures. |
uptime_check_config | disabled | Optional Cloud Monitoring uptime check. |
alert_policies | [] | Optional metric alert policies. |
Group 11 — Jobs & Scheduled Tasks
| Variable | Default | Description |
|---|---|---|
initialization_jobs | [] | Leave empty to use the built-in db-init job. Non-empty list replaces it entirely. |
cron_jobs | [] | Scheduled CronJobs — Zammad handles its own internal scheduling; add custom maintenance jobs here. |
additional_services | [] | Sidecar or helper GKE services deployed alongside Zammad. |
Group 12 — CI/CD & GitHub Integration
Standard App_GKE Cloud Build / Cloud Deploy integration — see
App_GKE. Key inputs: enable_cicd_trigger,
github_repository_url, github_token, enable_cloud_deploy,
enable_binary_authorization.
Group 13 — Filesystem (NFS)
| Variable | Default | Description |
|---|---|---|
enable_nfs | true | Shared Filestore volume for Zammad attachment storage (keep enabled). |
nfs_mount_path | /opt/zammad/storage | Mount path inside the container. Must match Zammad's storage configuration. |
nfs_volume_name | nfs-data-volume | Kubernetes volume name for the NFS mount. |
Group 14 — Cloud Storage & Artifact Registry
| Variable | Default | Description |
|---|---|---|
create_cloud_storage | true | Provision additional GCS buckets. The zammad-attachments bucket is always created. |
storage_buckets / gcs_volumes | (set) | Additional buckets / GCS Fuse mounts. |
manage_storage_kms_iam / enable_artifact_registry_cmek | false | CMEK options. |
Group 15 — Redis Cache & Job Queue
| Variable | Default | Description |
|---|---|---|
enable_redis | true | Required. Use Redis for ActionCable and Sidekiq. |
redis_host | "" | Leave empty to use the NFS host IP; set explicitly for Memorystore or a dedicated Redis server. |
redis_port | 6379 | Redis port. |
redis_auth | "" | Optional Redis auth password (sensitive). |
Group 16 — Database Backend
| Variable | Default | Description |
|---|---|---|
database_type | POSTGRES_15 | Fixed — do not change. Zammad requires PostgreSQL. |
application_database_name | zammad | Database name. Immutable after first deploy. |
application_database_user | zammad | Application user. Immutable after first deploy. |
database_password_length | 32 | Generated password length (16–64). |
enable_postgres_extensions / postgres_extensions | off / [] | Install additional PostgreSQL extensions after provisioning. |
enable_auto_password_rotation | false | Zero-downtime DB password rotation. |
Group 17 — Backup & Maintenance
| Variable | Default | Description |
|---|---|---|
backup_schedule | 0 2 * * * | Automated backup cron (UTC). |
backup_retention_days | 7 | Retention; raise to 30–90 for production/compliance. |
enable_backup_import / backup_source / backup_uri | restore options | Restore from a backup on deploy. |
Group 18 — Custom SQL Scripts
enable_custom_sql_scripts, custom_sql_scripts_bucket, custom_sql_scripts_path,
custom_sql_scripts_use_root — run SQL from a GCS bucket after provisioning. See
App_GKE.
Group 19 — Custom Domain, Static IP & Networking
| Variable | Default | Description |
|---|---|---|
enable_custom_domain | true | Provision Kubernetes Ingress for custom hostnames + managed certificate. |
application_domains | [] | Hostnames to serve. |
reserve_static_ip | true | Stable external IP across redeploys. |
Group 20 — Identity-Aware Proxy (IAP)
| Variable | Default | Description |
|---|---|---|
enable_iap | false | Require Google sign-in in front of Zammad. |
iap_authorized_users / iap_authorized_groups | [] | Who may access. |
iap_oauth_client_id / iap_oauth_client_secret | "" | Required when IAP is enabled (sensitive). |
iap_support_email | "" | Shown on the OAuth consent screen. |
Group 21 — Cloud Armor
| Variable | Default | Description |
|---|---|---|
enable_cloud_armor | false | Attach a Cloud Armor (WAF) policy to the Ingress backend. |
admin_ip_ranges | [] | CIDRs allowed privileged access. |
cloud_armor_policy_name | default-waf-policy | Policy name. |
enable_cdn | false | Enable Cloud CDN on the GKE Ingress backend. |
Group 22 — VPC Service Controls & Audit Logging
| Variable | Default | Description |
|---|---|---|
enable_vpc_sc | false | Enforce a VPC-SC perimeter (requires organization_id). |
vpc_cidr_ranges / vpc_sc_dry_run | (set) | Access level CIDRs / dry-run mode. |
enable_audit_logging | false | Detailed Cloud Audit Logs. |
5. Outputs
These values are returned on a successful deployment and are the quickest way to locate and explore the running resources.
| Output | Description |
|---|---|
service_name | Kubernetes Service name. |
namespace | Namespace the workload runs in. |
service_cluster_ip | In-cluster ClusterIP. |
stage_service_cluster_ips | Map of ClusterIPs for stage-specific services. |
service_external_ip | External LoadBalancer IP (when a static IP is reserved). |
service_url | URL to reach Zammad. |
database_instance_name | Cloud SQL instance name. |
database_name | Application database name. |
database_user | Application database user. |
database_password_secret | Secret Manager secret holding the DB password. |
database_host / database_port | DB endpoint (127.0.0.1 via the Auth Proxy) / port. |
storage_buckets | Created Cloud Storage buckets (including zammad-attachments). |
network_name / network_exists / regions | VPC network, presence, available regions. |
container_image / container_registry | Deployed image and Artifact Registry repo. |
monitoring_enabled / monitoring_notification_channels | Monitoring status and channels. |
initialization_jobs / db_import_job | Names of the setup and (optional) import jobs. |
deployment_id / tenant_id / resource_prefix | Naming identifiers. |
project_id / project_number | Project identifiers. |
cicd_enabled / github_repository_url / github_repository_owner / github_repository_name / cicd_configuration | CI/CD status and details. |
artifact_registry_repository / cloudbuild_trigger_name / cloudbuild_trigger_id | Registry and build trigger. |
kubernetes_ready | Whether the cluster/workload is ready. |
vpc_sc_enabled / vpc_sc_perimeter_name / vpc_sc_dry_run_mode | VPC-SC status. |
audit_logging_enabled / artifact_registry_cmek_enabled | Audit logging and CMEK status. |
6. Configuration Pitfalls & Sensible Defaults
Risk: Critical (data loss / outage / security) — High (service degraded) — Medium (cost or partial degradation) — Low (minor).
| Setting | Sensible value | Risk | Consequence if wrong |
|---|---|---|---|
database_type | POSTGRES_15 | Critical | Zammad requires PostgreSQL; MySQL is rejected at plan time. |
container_image_source | custom (default) | Critical | Using prebuilt without the custom entrypoint means DB_* → POSTGRESQL_* mapping does not happen and all database connections fail on startup. |
enable_cloudsql_volume | true | Critical | Disabling removes the Auth Proxy socket; all database connections fail. |
application_database_name / _user | set once | Critical | Immutable after first deploy; renaming recreates the DB/user and destroys all helpdesk data. |
enable_backup_import | false unless restoring | Critical | Enabling without a valid backup_uri fails the import job; enabling on every apply overwrites live data. |
quota_memory_requests / _limits | binary units | Critical | Bare integers are bytes and block all scheduling. |
enable_redis | true | Critical | Without Redis, ActionCable and Sidekiq fail to initialise; Zammad will not start. |
redis_host | explicit or NFS IP | Critical | Empty with NFS disabled means no valid Redis endpoint — Zammad fails to start. |
container_resources.memory_limit | 4Gi | High | Zammad OOMs during schema migration or under load below 2 GiB. |
nfs_mount_path | /opt/zammad/storage | High | Changing this causes attachments to be written to ephemeral pod storage; existing NFS attachments become inaccessible. |
enable_nfs | true | High | Without NFS, all uploaded attachments are lost on pod restart or rolling update. |
min_instance_count | 1 | High | 0 causes 60–90-second cold starts for the first agent to open a ticket. |
session_affinity | ClientIP | High | Without stickiness and without Redis, multi-replica WebSocket sessions lose real-time updates. |
stateful_pvc_enabled = true with workload_type = "Deployment" | avoid | High | This combination fails at plan time. |
startup_probe.initial_delay_seconds | 60 (or higher) | High | Too short causes restart loops on first boot while schema migration is running. |
max_instance_count > 1 without Redis | configure Redis first | Medium | Multiple pods without Redis cause race conditions on ticket assignment and real-time state divergence. |
enable_topology_spread | enable for multi-replica | Medium | Without spread, all pods may land in one zone; a zone failure takes down the helpdesk. |
enable_iap / enable_cloud_armor | enable for admin-facing | Medium | The Zammad admin UI is otherwise publicly reachable. |
backup_retention_days | 7 (raise for prod) | Medium | Too short for compliance retention. |
pdb_min_available vs min_instance_count | leave headroom | Medium | 1/1 can stall node upgrades (single pod cannot be evicted). |
For the foundation behaviour referenced throughout — IAM and Workload Identity, autoscaling, ingress and certificates, CI/CD, Cloud Armor, IAP, Binary Authorization, VPC-SC, backups, and image mirroring — see App_GKE. Zammad-specific application configuration shared with the Cloud Run variant is described in Zammad_Common.