Running Scion on Kubernetes

Scion supports running agents as Pods in a Kubernetes cluster. This enables remote execution, resource management, and scaling beyond a single machine.

Prerequisites

• A running Kubernetes cluster (GKE, EKS, AKS, or self-managed).
• kubectl configured with access to the target cluster.
• Scion agent images available to the cluster (pushed to a container registry accessible by the cluster).
• RBAC permissions as described in the Required Permissions section.

Use scion doctor to verify prerequisites before starting agents.

Configuration

Configure the Kubernetes runtime in your global ~/.scion/settings.yaml:

runtimes:
  k8s:
    type: kubernetes
    context: my-cluster-context    # kubectl context (optional, defaults to current)
    namespace: scion-agents        # target namespace (default: "default")
    gke: false                     # enable GKE-specific features
    list_all_namespaces: false     # list agents across all namespaces

profiles:
  default:
    runtime: k8s

Agent-Level Kubernetes Configuration

Per-agent or per-template Kubernetes settings in ~/.scion/settings.yaml:

kubernetes:
  namespace: custom-namespace          # override runtime namespace
  context: alternate-context           # override runtime context
  serviceAccountName: agent-sa         # Workload Identity / IRSA
  runtimeClassName: gvisor             # sandboxed runtime (gVisor, Kata, etc.)
  imagePullPolicy: IfNotPresent        # Always, IfNotPresent, or Never
  nodeSelector:
    pool: agents
    accelerator: gpu
  tolerations:
    - key: dedicated
      operator: Equal
      value: agents
      effect: NoSchedule
  resources:
    requests:
      nvidia.com/gpu: "1"
    limits:
      nvidia.com/gpu: "1"

Resource Configuration

Standard compute resources use the common resources field:

resources:
  requests:
    cpu: "500m"
    memory: "1Gi"
  limits:
    cpu: "2"
    memory: "4Gi"
  disk: "20Gi"    # maps to ephemeral-storage (both requests and limits)

Extended resources (GPUs, custom devices) use kubernetes.resources.

GKE Workload Identity

When running in Google Kubernetes Engine (GKE), Scion natively supports Workload Identity for secure access to GCP APIs (like Vertex AI or Cloud Storage) without passing long-lived service account keys.

1. Enable the gke: true flag in your runtime configuration.
2. Ensure your cluster is configured with Workload Identity.
3. Bind a Kubernetes Service Account to a Google Service Account.
4. Set the serviceAccountName in the agent’s Kubernetes configuration to match the bound KSA.

This provides the agent container with an ambient identity, which the underlying harness (e.g., Gemini or Claude via Vertex) can automatically resolve using Application Default Credentials (ADC).

Support Matrix

Volume Types

Volume Type	Status	Notes
EmptyDir (workspace)	Supported	Default workspace volume, always created
GCS FUSE CSI	Supported	Requires gcsfuse.csi.storage.gke.io CSI driver; GKE only
Local/bind-mount	Not supported	Logged as warning, skipped. Use tar sync instead
PersistentVolumeClaim	Not supported	Future enhancement

Secret Modes

Mode	Status	Prerequisites
Native K8s Secret	Supported (default)	Secret create/delete RBAC
GKE Secret Store CSI	Supported	gke: true, Secrets Store CSI Driver + GCP provider, SecretProviderClass CRD
ResolvedAuth files	Supported	Injected via K8s Secret volumes (not hostPath)

Secrets are composable: ResolvedAuth and ResolvedSecrets are applied independently (not mutually exclusive).

Sync Modes

Mode	Status	Notes
Tar snapshot	Supported	Default. Full workspace snapshot via pods/exec streaming
GCS volume sync	Supported	For GCS-mounted volumes via gcloud storage rsync

Tar sync includes retry with exponential backoff (1s, 2s, 4s — up to 3 retries) for transient errors (connection resets, broken pipes, timeouts).

Pod Spec Features

Feature	Status
Resource requests/limits	Supported
Extended resources (GPUs)	Supported
Ephemeral storage (disk)	Supported (requests + limits)
RuntimeClassName	Supported
ServiceAccountName	Supported
NodeSelector	Supported
Tolerations	Supported
ImagePullPolicy	Supported (Always, IfNotPresent, Never)
FSGroup security context	Supported (auto-set from host GID)

Namespace Management

Feature	Status
Default namespace	Supported
Per-agent namespace	Supported (via config or labels)
Multi-namespace listing	Supported (list_all_namespaces: true)
Namespace/pod ID format	Supported (namespace/podname for all operations)
Namespace annotation	Supported (scion.namespace persisted on pod)

Required Permissions

The user or service account running scion needs the following RBAC permissions in the target namespace:

Minimum RBAC

Resource	Verbs
pods	create, get, list, delete
pods/exec	create
pods/log	get
secrets	create, list, delete

Additional for GKE Mode

Resource	Verbs
secretproviderclasses (secrets-store.csi.x-k8s.io)	create, list, delete

Additional for Multi-Namespace

Resource	Verbs
namespaces	get, list
pods (cluster-wide)	list

Example ClusterRole

apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
  name: scion-agent-manager
rules:
- apiGroups: [""]
  resources: ["pods"]
  verbs: ["create", "get", "list", "delete"]
- apiGroups: [""]
  resources: ["pods/exec", "pods/log"]
  verbs: ["create", "get"]
- apiGroups: [""]
  resources: ["secrets"]
  verbs: ["create", "list", "delete"]
- apiGroups: [""]
  resources: ["namespaces"]
  verbs: ["get", "list"]

Execution Flow

1. Start: scion start creates a Pod with the configured image, resources, and secrets.
2. Sync: Workspace and agent home are transferred to the Pod via tar streaming over pods/exec.
3. Ready: Pod readiness is polled with detailed error classification (image pull, scheduling, config errors).
4. Attach: scion attach connects to the tmux session inside the Pod via pods/exec.
5. Sync back: scion sync from <agent> retrieves workspace changes via tar streaming.
6. Delete: scion rm <agent> deletes the Pod and associated Secrets/SecretProviderClasses.

Diagnostics

Run scion doctor to verify your Kubernetes runtime configuration:

scion doctor

This checks:

• Cluster connectivity and authentication
• Namespace existence and access
• Pod CRUD and exec permissions
• Secret management permissions
• (GKE mode) SecretProviderClass CRD availability
• (GKE mode) Secrets Store CSI driver installation
• (GKE mode) GCS FUSE CSI driver installation

Use scion doctor --format json for machine-readable output.

Error Handling

The Kubernetes runtime provides structured error messages with remediation hints:

Error	Remediation
ImagePullBackOff / ErrImagePull	Verify image name and registry access; check imagePullPolicy
InvalidImageName	Check image name format
CreateContainerConfigError	Check secret references and volume mounts
CrashLoopBackOff	Check container logs with scion logs
Unschedulable	Check node selectors, tolerations, and resource availability
Invalid resource values	Error includes the field name and invalid value

Limitations

• Workspace sync uses tar snapshots (not live filesystem). Changes require explicit scion sync.
• Local/bind-mount volumes are not supported on remote clusters.
• Pod networking depends on cluster CNI configuration.
• Authentication credentials must be propagated via Secrets or Workload Identity.