debug-openshell-cluster
Debug why an OpenShell gateway deployment is unhealthy, unreachable, or unable to create sandboxes. Use when the user has a gateway health failure,…
npx skills add https://github.com/nvidia/openshell --skill debug-openshell-clusterDebug OpenShell Gateway Deployment
Diagnose a gateway and its selected compute platform. Do not assume OpenShell provisions Kubernetes or runs a k3s container. OpenShell targets a reachable gateway endpoint backed by Docker, Podman, Kubernetes, or the experimental VM driver.
Use openshell first to identify the active endpoint. Then use the platform tools that match the gateway's compute driver: docker, podman, kubectl/helm, or VM driver logs.
Overview
The target deployment flow is:
- Operator starts or deploys the gateway with system packages, systemd, Helm, or a development task. The CLI does not start, stop, or destroy gateway services.
- Operator configures the compute driver.
- Operator provides TLS and SSH relay material for the deployment mode.
- The CLI registers a reachable gateway endpoint with
openshell gateway add. - The gateway creates sandboxes through the selected compute driver.
For local evaluation only, TLS may be disabled and the gateway can be reached through http://127.0.0.1:<port>.
Prerequisites
- The
openshellCLI must be available for endpoint checks. - Know the active gateway name and endpoint, or be able to inspect local gateway metadata.
- Know the compute platform: Docker, Podman, Kubernetes, or VM.
- For Kubernetes:
kubectlmust target the cluster that hosts OpenShell and Helm version 3 or later must be available. - For Docker or Podman: the runtime socket must be reachable from the gateway host.
Workflow
Run diagnostics in order and stop once the root cause is clear.
Step 1: Check CLI Reachability
openshell gateway info
openshell status
Common findings:
No active gateway: register one withopenshell gateway add <endpoint>.- Connection refused: gateway process is not running, service exposure is wrong, or a port-forward/proxy is not active.
- TLS/certificate errors: CLI mTLS bundle does not match the gateway CA, or the gateway is running with unexpected TLS settings.
Step 2: Identify the Compute Platform
Use gateway metadata, deployment values, or the user's setup notes to identify the driver.
| Platform | Primary checks |
|---|---|
| Docker | Gateway process logs, Docker daemon health, sandbox containers, image pulls. |
| Podman | Podman socket, rootless networking, sandbox containers, image pulls. |
| Kubernetes | Helm release, gateway workload, service, secrets, sandbox pods, events. |
| VM | VM driver logs, rootfs availability, host virtualization support. |
Step 3: Check Docker-Backed Gateways
docker info
docker ps --filter name=openshell
docker logs <container> --tail=200
docker run --rm --entrypoint /openshell-sandbox "${OPENSHELL_DOCKER_SUPERVISOR_IMAGE:-ghcr.io/nvidia/openshell/supervisor:latest}" --version
openshell status
For Docker GPU failures, check CDI support and NVIDIA CDI discovery separately:
docker info --format '{{json .CDISpecDirs}}'
docker info --format '{{json .DiscoveredDevices}}'
for dir in /etc/cdi /var/run/cdi; do
if [ -d "$dir" ]; then
find "$dir" -maxdepth 1 -type f \( -name '*.yaml' -o -name '*.json' \) -print
else
echo "$dir missing"
fi
done
systemctl is-enabled nvidia-cdi-refresh.service nvidia-cdi-refresh.path || true
systemctl is-active nvidia-cdi-refresh.service nvidia-cdi-refresh.path || true
systemctl status nvidia-cdi-refresh.service nvidia-cdi-refresh.path --no-pager --lines=50
journalctl -u nvidia-cdi-refresh.service --no-pager --lines=100
When the NVIDIA Container Toolkit CDI refresh units are not enabled or no NVIDIA CDI spec has been generated, enable them and trigger a refresh:
sudo systemctl enable --now nvidia-cdi-refresh.path
sudo systemctl enable --now nvidia-cdi-refresh.service
sudo systemctl restart nvidia-cdi-refresh.service
docker info --format '{{json .DiscoveredDevices}}'
Common findings:
- Docker daemon unavailable: start Docker Desktop or Docker Engine.
- Gateway process stopped: inspect exit status and logs.
- Sandbox image missing or pull denied: verify image reference and registry credentials.
- Docker driver cannot initialize because it cannot find
openshell-sandbox: verifyOPENSHELL_DOCKER_SUPERVISOR_BIN, the sibling binary next toopenshell-gateway, or the configured supervisor image contains/openshell-sandbox. - Sandbox never registers: check gateway logs and supervisor callback endpoint.
- Supervisor image exits before printing
openshell-sandbox --version: the image should be the scratch supervisor image fromdeploy/docker/Dockerfile.supervisorand must contain a static executable at/openshell-sandbox. mise run e2e:docker:gpufails withdocker info --format json did not report any discovered NVIDIA CDI GPU devices: Docker may reportCDISpecDirswhile still having no generated NVIDIA CDI specs. Verify.DiscoveredDevicescontains entries such asnvidia.com/gpu=all, verify/etc/cdior/var/run/cdicontains a generated NVIDIA spec, and check thatnvidia-cdi-refresh.serviceandnvidia-cdi-refresh.pathfrom NVIDIA Container Toolkit are enabled and healthy. The service is a one-shot unit, soinactive (dead)can be normal after a successful run; usesystemctl statusandjournalctlto distinguish success from a skipped or failed refresh. NVIDIA recommends enabling the path and service units, and restartingnvidia-cdi-refresh.serviceto regenerate missing or stale CDI specs. If specs are generated but Docker still reports no discovered devices, restart Docker or reload the daemon and re-checkdocker info.
For source checkout development, restart the local gateway with:
mise run gateway:docker
Step 4: Check Podman-Backed Gateways
podman info
podman ps --filter name=openshell
podman logs <container> --tail=200
openshell status
Common findings:
- Podman socket unavailable: start or expose the user socket.
- Rootless networking unavailable: inspect Podman network configuration.
- Sandbox image missing or pull denied: verify image reference and registry credentials.
- Supervisor cannot call back: check callback endpoint and gateway logs.
Step 5: Check Kubernetes Helm Gateways
helm -n openshell status openshell
helm -n openshell get values openshell
kubectl -n openshell get deployment,statefulset,pod,svc,pvc
kubectl -n openshell logs deployment/openshell -c openshell-gateway --tail=200
kubectl -n openshell logs statefulset/openshell -c openshell-gateway --tail=200
kubectl -n openshell rollout status deployment/openshell
kubectl -n openshell rollout status statefulset/openshell
Use the log and rollout commands for the workload kind that exists in the release. Look for failed installs, unexpected values, missing namespace, wrong image tag, TLS settings that do not match the registered endpoint, and scheduling failures.
For HA or PostgreSQL-backed installs, also check the external database Secret
referenced by server.externalDbSecret and the PostgreSQL workload if the test
or operator deployed one in-cluster:
kubectl -n openshell get secret openshell-ha-pg -o yaml
kubectl -n openshell get deployment,service,pod -l app.kubernetes.io/name=openshell-e2e-postgres
kubectl -n openshell logs deployment/openshell-e2e-postgres --tail=200
Check required Helm deployment secrets:
kubectl -n openshell get secret \
openshell-server-tls \
openshell-server-client-ca \
openshell-client-tls \
openshell-jwt-keys
In cert-manager installs, certManager.enabled=true makes cert-manager own TLS
generation. The Helm chart should still render the openshell-certgen
pre-install/pre-upgrade hook in JWT-only mode to create openshell-jwt-keys,
even if pkiInitJob.enabled remains true.
If the gateway pod is pending with MountVolume.SetUp failed for volume "sandbox-jwt" and openshell-jwt-keys is absent, inspect the rendered
templates/certgen.yaml output and the hook Job logs; cert-manager creates TLS
Secrets but does not create the sandbox JWT signing Secret.
If the gateway exits with failed to read sandbox JWT signing key from /etc/openshell-jwt/signing.pem, verify that openshell-jwt-keys contains
signing.pem, public.pem, and kid, and that the gateway workload mounts the
sandbox-jwt secret at /etc/openshell-jwt. The sandbox JWT mount is required
even when local Helm values disable TLS.
If server.providerTokenGrants.spiffe.enabled=true, the gateway should still
render [openshell.gateway.gateway_jwt] and mount the sandbox-jwt Secret.
SPIRE is used only by sandbox pods for dynamic provider token grants. Verify
that SPIRE is installed, the CSI driver is available, and the Kubernetes driver
config includes provider_spiffe_workload_api_socket_path:
helm -n openshell get values openshell | grep -E 'providerTokenGrants|workloadApiSocketPath'
kubectl get pods -A | grep -E 'spire|spiffe'
kubectl -n openshell get configmap openshell-config -o yaml | grep provider_spiffe_workload_api_socket_path
Sandbox pods using provider token grants should have an
openshell.io/sandbox-id annotation, an openshell.ai/managed-by=openshell
label, supervisor env vars OPENSHELL_K8S_SA_TOKEN_FILE and
OPENSHELL_PROVIDER_SPIFFE_WORKLOAD_API_SOCKET, plus both the projected
openshell-sa-token volume and the spiffe-workload-api CSI volume.
Check the image references currently used by the gateway deployment:
kubectl -n openshell get deployment openshell -o jsonpath="{.spec.template.spec.containers[*].image}{\"\n\"}{.spec.template.spec.containers[*].env[?(@.name==\"OPENSHELL_SUPERVISOR_IMAGE\")].value}{\"\n\"}"
kubectl -n openshell get statefulset openshell -o jsonpath="{.spec.template.spec.containers[*].image}{\"\n\"}{.spec.template.spec.containers[*].env[?(@.name==\"OPENSHELL_SUPERVISOR_IMAGE\")].value}{\"\n\"}"
helm -n openshell get values openshell | grep -E 'repository|tag|supervisorImage|workload'
The gateway image built from deploy/docker/Dockerfile.gateway and the scratch supervisor image built from deploy/docker/Dockerfile.supervisor should use the same build tag in branch and E2E deploys. A stale supervisor image can make sandbox behavior lag behind gateway policy or proto changes.
For local/external pull mode (the default local path via mise run cluster), local images are tagged to the configured local registry base, pushed to that registry, and pulled by k3s via the registries.yaml mirror endpoint. The cluster task pushes prebuilt local tags (openshell/*:dev, falling back to localhost:5000/openshell/*:dev or 127.0.0.1:5000/openshell/*:dev).
Gateway image builds stage a partial Rust workspace from deploy/docker/Dockerfile.images. If cargo fails with a missing manifest under /build/crates/..., or an imported symbol exists locally but is missing in the image build, verify that every current gateway dependency crate, including openshell-driver-docker, openshell-driver-kubernetes, and openshell-ocsf, is copied into the staged workspace there.
For plaintext local evaluation, confirm the chart has:
helm -n openshell get values openshell | grep -E 'disableTls|grpcEndpoint'
Expected shape:
server:
disableTls: true
grpcEndpoint: http://openshell.openshell.svc.cluster.local:8080
Check service exposure:
kubectl -n openshell get svc openshell -o wide
kubectl -n openshell get endpoints openshell
For local port-forward testing:
kubectl -n openshell port-forward svc/openshell 8080:8080
openshell gateway add http://127.0.0.1:8080 --local --name local
openshell status
If the gateway is healthy but sandbox creation fails:
kubectl -n openshell get pods
kubectl -n openshell get events --sort-by=.lastTimestamp | tail -n 50
kubectl -n openshell logs deployment/openshell -c openshell-gateway --tail=200
kubectl -n openshell logs statefulset/openshell -c openshell-gateway --tail=200
Check the configured sandbox namespace:
helm -n openshell get values openshell | grep sandboxNamespace
Then inspect sandbox resources in that namespace.
Check the configured sandbox service account when TokenReview bootstrap or
sandbox registration fails. Helm creates a dedicated sandbox service account by
default and writes it to [openshell.drivers.kubernetes].service_account_name;
the gateway rejects projected tokens from other service accounts.
helm -n openshell get values openshell | grep -A3 sandboxServiceAccount
kubectl -n <sandbox-namespace> get serviceaccount openshell-sandbox
kubectl -n openshell get configmap openshell-config -o jsonpath='{.data.gateway\.toml}'
kubectl -n <sandbox-namespace> get sandbox <sandbox-name> -o jsonpath='{.spec.template.spec.serviceAccountName}{"\n"}'
If topology = "sidecar" is rendered under [openshell.drivers.kubernetes],
sandbox pods should have an openshell-network-init init container running
--mode=network-init, an agent container running
openshell-sandbox --mode=process, and an openshell-supervisor-network
container running --mode=network. The init container owns nftables setup and
should be the only sidecar topology container with NET_ADMIN. It also needs
CHOWN/FOWNER to hand shared emptyDir state to the effective sidecar UID. The
default binary-aware network sidecar runs as UID 0 with primary GID
sandbox_gid and adds SYS_PTRACE plus DAC_READ_SEARCH. When
process_binary_aware_network_policy = false, it runs as the configured
non-root proxy_uid without those inspection capabilities. The pod fsGroup
is set to sandbox_gid in both modes.
In sidecar topology only the network sidecar should mount the gateway bootstrap
credentials (openshell-sa-token and openshell-client-tls). The process
container should not receive OPENSHELL_ENDPOINT, gateway TLS env vars, the
sandbox token file, or those credential mounts. Instead, the network sidecar
serves policy and provider environment state over the Unix control socket from
OPENSHELL_SIDECAR_CONTROL_SOCKET (/run/openshell-sidecar/control.sock by
default). The process supervisor must be the first and only client. After
validating its peer UID, GID, and PID, the sidecar unlinks the listener. If the
connection later closes, the network sidecar exits non-zero so Kubernetes can
restart it with a fresh listener. If the process supervisor fails before
launching the workload,
inspect both containers for control-socket bind, connect, bootstrap, or update
errors. If new SSH/exec sessions do not pick up refreshed provider environment,
inspect the network sidecar settings-poll logs and the process container logs
for provider environment update handling; the process container should consume
newer provider-env revisions without receiving gateway credentials.
The process container reports the workload entrypoint PID over the same control
socket, and the network sidecar uses that PID for binary-scoped policy
decisions through /proc. If rules with policy.binaries are unexpectedly
denied, inspect the sidecar control logs and confirm the pod has
shareProcessNamespace: true.
The shared state directory should preserve sandbox_gid inheritance
(02775). Sidecar SSH uses the Linux abstract socket
@openshell-sidecar-ssh; the network sidecar verifies its peer PID before
bridging gateway relay requests. No ssh.sock file should appear in the shared
state directory.
Inspect all three when sandbox registration or egress enforcement fails:
kubectl -n openshell get configmap openshell-config -o jsonpath='{.data.gateway\.toml}' | grep -E '^\[openshell\.drivers\.kubernetes\]|^topology\s*='
kubectl -n <sandbox-namespace> get pod <sandbox-pod> -o jsonpath='{range .spec.initContainers[*]}{.name}{" "}{.command}{"\n"}{end}'
kubectl -n <sandbox-namespace> get pod <sandbox-pod> -o jsonpath='{range .spec.containers[*]}{.name}{" "}{.command}{"\n"}{end}'
kubectl -n <sandbox-namespace> logs <sandbox-pod> -c openshell-network-init --tail=200
kubectl -n <sandbox-namespace> logs <sandbox-pod> -c openshell-supervisor-network --tail=200
kubectl -n <sandbox-namespace> logs <sandbox-pod> -c agent --tail=200
Step 6: Check VM-Backed Gateways
Use the VM driver logs and host diagnostics available in the user's environment. Verify:
- The VM driver process is running and reachable by the gateway.
- The runtime rootfs exists and matches the expected architecture.
- Host virtualization support is enabled.
- The sandbox supervisor can establish its callback connection to the gateway.
Then run:
openshell status
openshell logs <sandbox-name>
Common Failure Patterns
| Symptom | Likely cause | Check |
|---|---|---|
openshell status fails | Gateway endpoint unreachable or auth mismatch | openshell gateway info, gateway logs |
| Gateway starts but sandbox create fails | Compute driver cannot reach runtime | Docker/Podman/Kubernetes/VM driver logs |
| Docker or Podman sandbox never registers | Wrong callback endpoint or supervisor startup failure | Gateway logs and sandbox container logs |
| Docker GPU e2e fails before GPU sandbox comparison | NVIDIA CDI specs are missing or Docker has not discovered them | docker info --format '{{json .DiscoveredDevices}}', /etc/cdi, /var/run/cdi, nvidia-cdi-refresh.service |
| Kubernetes gateway pod pending | PVC unbound, taint, selector, or insufficient resources | kubectl -n openshell describe pod <pod> |
| Kubernetes gateway pod crash loops | Missing secret, bad DB URL, bad TLS config | kubectl -n openshell logs deployment/openshell -c openshell-gateway or kubectl -n openshell logs statefulset/openshell -c openshell-gateway |
| CLI TLS error | Local mTLS bundle does not match server cert/CA | Check ~/.config/openshell/gateways/<name>/mtls/ |
| Image pull failure | Gateway or sandbox image cannot be pulled | Runtime events and image pull credentials |
K8s namespace not ready with envoy-gateway-openshell.yaml: the server could not find the requested resource | Optional Gateway API manifest was applied without Envoy Gateway CRDs, or k3s Helm controller startup exceeded the namespace wait | Apply deploy/kube/manifests/envoy-gateway-openshell.yaml manually only after Envoy Gateway is installed and grpcRoute is enabled |
HTTPS ingress (grpcRoute.gateway.listener.protocol=HTTPS) connection resets or TLS handshake hangs | Envoy terminates TLS but the gateway pod still expects TLS, so the plaintext backend hop fails | Set server.disableTls=true so Envoy forwards plaintext to the pod; verify the listener certificateRefs Secret exists in the release namespace and openshell status over https://<host> |
HTTPS ingress returns Unauthenticated after connecting | TLS terminates at Envoy, so the gateway never sees a client cert; no OIDC issuer is configured for identity | Configure server.oidc.issuer and register with openshell gateway add https://<host> --oidc-issuer <url>, or set server.auth.allowUnauthenticatedUsers=true for a trusted-proxy/dev cluster |
Reporting
When handing results back to the user, include:
- Active gateway endpoint and auth mode.
- Compute platform and driver.
- Gateway process or workload status.
- Recent gateway log summary.
- Missing or malformed TLS or SSH relay material.
- Service exposure status.
- Sandbox workload status.
- The exact command that failed and the shortest fix.