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Webhooks β€” NVIDIA Dynamo Documentation

Last updated: 1/15/2026

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Webhooks #

This document describes the webhook functionality in the Dynamo Operator, including validation webhooks, certificate management, and troubleshooting.

Table of Contents #


Overview #

The Dynamo Operator uses Kubernetes admission webhooks to provide real-time validation and mutation of custom resources. Currently, the operator implements validation webhooks that ensure invalid configurations are rejected immediately at the API server level, providing faster feedback to users compared to controller-based validation.

All webhook types (validating, mutating, conversion, etc.) share the same webhook server and TLS certificate infrastructure, making certificate management consistent across all webhook operations.

Key Features #

  • βœ… Enabled by default - Zero-touch validation out of the box

  • βœ… Shared certificate infrastructure - All webhook types use the same TLS certificates

  • βœ… Automatic certificate generation - No manual certificate management required

  • βœ… Defense in depth - Controllers validate when webhooks are disabled

  • βœ… cert-manager integration - Optional integration for automated certificate lifecycle

  • βœ… Multi-operator support - Lease-based coordination for cluster-wide and namespace-restricted deployments

  • βœ… Immutability enforcement - Critical fields protected via CEL validation rules

Current Webhook Types #

  • Validating Webhooks: Validate custom resource specifications before persistence

    • DynamoComponentDeployment validation

    • DynamoGraphDeployment validation

    • DynamoModel validation

Note: Future releases may add mutating webhooks (for defaults/transformations) and conversion webhooks (for CRD version migrations). All will use the same certificate infrastructure described in this document.


Architecture #

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ API Server β”‚ β”‚ 1. User submits CR (kubectl apply) β”‚ β”‚ 2. API server calls ValidatingWebhookConfiguration β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ HTTPS (TLS required) β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ Webhook Server (in Operator Pod) β”‚ β”‚ 3. Validates CR against business rules β”‚ β”‚ 4. Returns admit/deny decision + warnings β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ API Server β”‚ β”‚ 5. If admitted: Persist CR to etcd β”‚ β”‚ 6. If denied: Return error to user β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

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Validation Flow #

  1. Webhook validation (if enabled): Validates at API server level

  2. CEL validation: Kubernetes-native immutability checks (always active)

  3. Controller validation (if webhooks disabled): Defense-in-depth validation during reconciliation


Configuration #

Enabling/Disabling Webhooks #

Webhooks are enabled by default. To disable them:

# Platform-level values.yaml dynamo-operator: webhook: enabled: false

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When to disable webhooks:

  • During development/testing when rapid iteration is needed

  • In environments where admission webhooks are not supported

  • When troubleshooting validation issues

Note: When webhooks are disabled, controllers perform validation during reconciliation (defense in depth).


Certificate Management Options #

The operator supports three certificate management modes:

ModeDescriptionUse Case
Automatic (Default)Helm hooks generate self-signed certificatesTesting and development environments
cert-managerIntegrate with cert-manager for automated lifecycleProduction deployments with cert-manager
ExternalBring your own certificatesProduction deployments with custom PKI

Advanced Configuration #

Complete Configuration Reference #

dynamo-operator: webhook: # Enable/disable validation webhooks enabled: true # Certificate management certManager: enabled: false issuerRef: kind: Issuer name: selfsigned-issuer # Certificate secret configuration certificateSecret: name: webhook-server-cert external: false # Certificate validity period (automatic generation only) certificateValidity: 3650 # 10 years # Certificate generator image (automatic generation only) certGenerator: image: repository: bitnami/kubectl tag: latest # Webhook behavior configuration failurePolicy: Fail # Fail (reject on error) or Ignore (allow on error) timeoutSeconds: 10 # Webhook timeout # Namespace filtering (advanced) namespaceSelector: {} # Kubernetes label selector for namespaces

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Failure Policy #

# Fail: Reject resources if webhook is unavailable (recommended for production) webhook: failurePolicy: Fail # Ignore: Allow resources if webhook is unavailable (use with caution) webhook: failurePolicy: Ignore

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Recommendation: Use Fail in production to ensure validation is always enforced. Only use Ignore if you need high availability and can tolerate occasional invalid resources.

Namespace Filtering #

Control which namespaces are validated (applies to cluster-wide operator only):

# Only validate resources in namespaces with specific labels webhook: namespaceSelector: matchLabels: dynamo-validation: enabled # Or exclude specific namespaces webhook: namespaceSelector: matchExpressions: - key: dynamo-validation operator: NotIn values: ["disabled"]

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Note: For namespace-restricted operators, the namespace selector is automatically set to validate only the operator’s namespace. This configuration is ignored in namespace-restricted mode.


Certificate Management #

Automatic Certificates (Default) #

Zero configuration required! Certificates are automatically generated during helm install and helm upgrade.

How It Works #

  1. Pre-install/pre-upgrade hook: Generates self-signed TLS certificates

    • Root CA (valid 10 years)

    • Server certificate (valid 10 years)

    • Stores in Secret: <release>-webhook-server-cert

  2. Post-install/post-upgrade hook: Injects CA bundle into ValidatingWebhookConfiguration

    • Reads ca.crt from Secret

    • Patches ValidatingWebhookConfiguration with base64-encoded CA bundle

  3. Operator pod: Mounts certificate secret and serves webhook on port 9443

Certificate Validity #

  • Root CA: 10 years

  • Server Certificate: 10 years (same as Root CA)

  • Automatic rotation: Certificates are re-generated on every helm upgrade

Smart Certificate Generation #

The certificate generation hook is intelligent:

  • βœ… Checks existing certificates before generating new ones

  • βœ… Skips generation if valid certificates exist (valid for 30+ days with correct SANs)

  • βœ… Regenerates only when needed (missing, expiring soon, or incorrect SANs)

This means:

  • Fast helm upgrade operations (no unnecessary cert generation)

  • Safe to run helm upgrade frequently

  • Certificates persist across reinstalls (stored in Secret)

Manual Certificate Rotation #

If you need to rotate certificates manually:

# Delete the certificate secret kubectl delete secret <release>-webhook-server-cert -n <namespace> # Upgrade the release to regenerate certificates helm upgrade <release> dynamo-platform -n <namespace>

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cert-manager Integration #

For clusters with cert-manager installed, you can enable automated certificate lifecycle management.

Prerequisites #

  1. cert-manager installed (v1.0+)

  2. CA issuer configured (e.g., selfsigned-issuer)

Configuration #

dynamo-operator: webhook: certManager: enabled: true issuerRef: kind: Issuer # Or ClusterIssuer name: selfsigned-issuer # Your issuer name

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How It Works #

  1. Helm creates Certificate resource: Requests TLS certificate from cert-manager

  2. cert-manager generates certificate: Based on configured issuer

  3. cert-manager stores in Secret: <release>-webhook-server-cert

  4. cert-manager ca-injector: Automatically injects CA bundle into ValidatingWebhookConfiguration

  5. Operator pod: Mounts certificate secret and serves webhook

Benefits Over Automatic Mode #

  • βœ… Automated rotation: cert-manager renews certificates before expiration

  • βœ… Custom validity periods: Configure certificate lifetime

  • βœ… CA rotation support: ca-injector handles CA updates automatically

  • βœ… Integration with existing PKI: Use your organization’s certificate infrastructure

Certificate Rotation #

With cert-manager, certificate rotation is fully automated:

  1. Leaf certificate rotation (default: every year)

    • cert-manager auto-renews before expiration

    • controller-runtime auto-reloads new certificate

    • No pod restart required

    • No caBundle update required (same Root CA)

  2. Root CA rotation (every 10 years)

    • cert-manager rotates Root CA

    • ca-injector auto-updates caBundle in ValidatingWebhookConfiguration

    • No manual intervention required

Example: Self-Signed Issuer #

apiVersion: cert-manager.io/v1 kind: Issuer metadata: name: selfsigned-issuer namespace: dynamo-system spec: selfSigned: {} --- # Enable in platform values.yaml dynamo-operator: webhook: certManager: enabled: true issuerRef: kind: Issuer name: selfsigned-issuer

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External Certificates #

Bring your own certificates for custom PKI requirements.

Steps #

  1. Create certificate secret manually:
kubectl create secret tls <release>-webhook-server-cert \ --cert=tls.crt \ --key=tls.key \ -n <namespace> # Also add ca.crt to the secret kubectl patch secret <release>-webhook-server-cert -n <namespace> \ --type='json' \ -p='[{"op": "add", "path": "/data/ca.crt", "value": "'$(base64 -w0 < ca.crt)'"}]'

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  1. Configure operator to use external secret:
dynamo-operator: webhook: certificateSecret: external: true caBundle: <base64-encoded-ca-cert> # Must manually specify

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  1. Deploy operator:
helm install dynamo-platform . -n <namespace> -f values.yaml

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Certificate Requirements #

  • Secret name: Must match webhook.certificateSecret.name (default: webhook-server-cert)

  • Secret keys: tls.crt, tls.key, ca.crt

  • Certificate SAN: Must include <service-name>.<namespace>.svc

    • Example: dynamo-platform-dynamo-operator-webhook-service.dynamo-system.svc

Multi-Operator Deployments #

The operator supports running both cluster-wide and namespace-restricted instances simultaneously using a lease-based coordination mechanism.

Scenario #

Cluster: β”œβ”€ Operator A (cluster-wide, namespace: platform-system) β”‚ └─ Validates all namespaces EXCEPT team-a └─ Operator B (namespace-restricted, namespace: team-a) └─ Validates only team-a namespace

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How It Works #

  1. Namespace-restricted operator creates a Lease in its namespace

  2. Cluster-wide operator watches for Leases named dynamo-operator-ns-lock

  3. Cluster-wide operator skips validation for namespaces with active Leases

  4. Namespace-restricted operator validates resources in its namespace

Lease Configuration #

The lease mechanism is automatically configured based on deployment mode:

# Cluster-wide operator (default) namespaceRestriction: enabled: false # β†’ Watches for leases in all namespaces # β†’ Skips validation for namespaces with active leases # Namespace-restricted operator namespaceRestriction: enabled: true namespace: team-a # β†’ Creates lease in team-a namespace # β†’ Does NOT check for leases (no cluster permissions)

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Deployment Example #

# 1. Deploy cluster-wide operator helm install platform-operator dynamo-platform \ -n platform-system \ --set namespaceRestriction.enabled=false # 2. Deploy namespace-restricted operator for team-a helm install team-a-operator dynamo-platform \ -n team-a \ --set namespaceRestriction.enabled=true \ --set namespaceRestriction.namespace=team-a

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ValidatingWebhookConfiguration Naming #

The webhook configuration name reflects the deployment mode:

  • Cluster-wide: <release>-validating

  • Namespace-restricted: <release>-validating-<namespace>

Example:

# Cluster-wide platform-operator-validating # Namespace-restricted (team-a) team-a-operator-validating-team-a

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This allows multiple webhook configurations to coexist without conflicts.

Lease Health #

If the namespace-restricted operator is deleted or becomes unhealthy:

  • Lease expires after leaseDuration + gracePeriod (default: ~30 seconds)

  • Cluster-wide operator automatically resumes validation for that namespace


Troubleshooting #

Webhook Not Called #

Symptoms:

  • Invalid resources are accepted

  • No validation errors in logs

Checks:

  1. Verify webhook is enabled:
kubectl get validatingwebhookconfiguration | grep dynamo

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  1. Check webhook configuration:
kubectl get validatingwebhookconfiguration <name> -o yaml # Verify: # - caBundle is present and non-empty # - clientConfig.service points to correct service # - webhooks[].namespaceSelector matches your namespace

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  1. Verify webhook service exists:
kubectl get service -n <namespace> | grep webhook

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  1. Check operator logs for webhook startup:
kubectl logs -n <namespace> deployment/<release>-dynamo-operator | grep webhook # Should see: "Webhooks are enabled - webhooks will validate, controllers will skip validation" # Should see: "Starting webhook server"

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Connection Refused Errors #

Symptoms:

Error from server (InternalError): Internal error occurred: failed calling webhook: Post "https://...webhook-service...:443/validate-...": dial tcp ...:443: connect: connection refused

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Checks:

  1. Verify operator pod is running:
kubectl get pods -n <namespace> -l app.kubernetes.io/name=dynamo-operator

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  1. Check webhook server is listening:
# Port-forward to pod kubectl port-forward -n <namespace> pod/<operator-pod> 9443:9443 # In another terminal, test connection curl -k https://localhost:9443/validate-nvidia-com-v1alpha1-dynamocomponentdeployment # Should NOT get "connection refused"

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  1. Verify webhook port in deployment:
kubectl get deployment -n <namespace> <release>-dynamo-operator -o yaml | grep -A5 "containerPort: 9443"

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  1. Check for webhook initialization errors:
kubectl logs -n <namespace> deployment/<release>-dynamo-operator | grep -i error

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Certificate Errors #

Symptoms:

Error from server (InternalError): Internal error occurred: failed calling webhook: x509: certificate signed by unknown authority

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Checks:

  1. Verify caBundle is present:
kubectl get validatingwebhookconfiguration <name> -o jsonpath='{.webhooks[0].clientConfig.caBundle}' | base64 -d # Should output a valid PEM certificate

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  1. Verify certificate secret exists:
kubectl get secret -n <namespace> <release>-webhook-server-cert

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  1. Check certificate validity:
kubectl get secret -n <namespace> <release>-webhook-server-cert -o jsonpath='{.data.tls\.crt}' | base64 -d | openssl x509 -noout -text # Check: # - Not expired # - SAN includes: <service-name>.<namespace>.svc

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  1. Check CA injection job logs:
kubectl logs -n <namespace> job/<release>-webhook-ca-inject-<revision>

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Helm Hook Job Failures #

Symptoms:

  • helm install or helm upgrade hangs or fails

  • Certificate generation errors

Checks:

  1. List hook jobs:
kubectl get jobs -n <namespace> | grep webhook

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  1. Check job logs:
# Certificate generation kubectl logs -n <namespace> job/<release>-webhook-cert-gen-<revision> # CA injection kubectl logs -n <namespace> job/<release>-webhook-ca-inject-<revision>

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  1. Check RBAC permissions:
# Verify ServiceAccount exists kubectl get sa -n <namespace> <release>-webhook-ca-inject # Verify ClusterRole and ClusterRoleBinding exist kubectl get clusterrole <release>-webhook-ca-inject kubectl get clusterrolebinding <release>-webhook-ca-inject

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  1. Manual cleanup:
# Delete failed jobs kubectl delete job -n <namespace> <release>-webhook-cert-gen-<revision> kubectl delete job -n <namespace> <release>-webhook-ca-inject-<revision> # Retry helm upgrade helm upgrade <release> dynamo-platform -n <namespace>

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Validation Errors Not Clear #

Symptoms:

  • Webhook rejects resource but error message is unclear

Solution:

Check operator logs for detailed validation errors:

kubectl logs -n <namespace> deployment/<release>-dynamo-operator | grep "validate create\|validate update"

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Webhook logs include:

  • Resource name and namespace

  • Validation errors with context

  • Warnings for immutable field changes


Stuck Deleting Resources #

Symptoms:

  • Resource stuck in β€œTerminating” state

  • Webhook blocks finalizer removal

Solution:

The webhook automatically skips validation for resources being deleted. If stuck:

  1. Check if webhook is blocking:
kubectl describe <resource-type> <name> -n <namespace> # Look for events mentioning webhook errors

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  1. Temporarily disable webhook:
# Option 1: Delete ValidatingWebhookConfiguration kubectl delete validatingwebhookconfiguration <name> # Option 2: Set failurePolicy to Ignore kubectl patch validatingwebhookconfiguration <name> \ --type='json' \ -p='[{"op": "replace", "path": "/webhooks/0/failurePolicy", "value": "Ignore"}]'

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  1. Delete resource again:
kubectl delete <resource-type> <name> -n <namespace>

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  1. Re-enable webhook:
helm upgrade <release> dynamo-platform -n <namespace>

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Best Practices #

Production Deployments #

  1. βœ… Keep webhooks enabled (default) for real-time validation

  2. βœ… Use failurePolicy: Fail (default) to ensure validation is enforced

  3. βœ… Monitor webhook latency - Validation adds ~10-50ms per resource operation

  4. βœ… Use cert-manager for automated certificate lifecycle in large deployments

  5. βœ… Test webhook configuration in staging before production

Development Deployments #

  1. βœ… Disable webhooks for rapid iteration if needed

  2. βœ… Use failurePolicy: Ignore if webhook availability is problematic

  3. βœ… Keep automatic certificates (simpler than cert-manager for dev)

Multi-Tenant Deployments #

  1. βœ… Deploy one cluster-wide operator for platform-wide validation

  2. βœ… Deploy namespace-restricted operators for tenant-specific namespaces

  3. βœ… Monitor lease health to ensure coordination works correctly

  4. βœ… Use unique release names per namespace to avoid naming conflicts


Additional Resources #


Support #

For issues or questions:

  • Check Troubleshooting section

  • Review operator logs: kubectl logs -n <namespace> deployment/<release>-dynamo-operator

  • Open an issue on GitHub