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Kubernetes Deployment Backend

The Kubernetes deployment backend deploys applications to Kubernetes clusters using Deployments, Services, and Ingresses.

Overview

The Kubernetes controller manages application deployments on Kubernetes by:

  • Creating namespace-scoped resources for each project
  • Deploying applications as Deployments with rolling updates
  • Managing traffic routing with Services and Ingresses
  • Implementing blue/green deployments via Service selector updates
  • Automatically refreshing image pull secrets for private registries

Configuration

TOML Configuration

[kubernetes]
# Optional: path to kubeconfig (defaults to in-cluster if not set)
kubeconfig = "/path/to/kubeconfig"

# Ingress class to use
ingress_class = "nginx"

# Ingress URL template for production (default) deployment group
# Supports both subdomain and sub-path routing (must contain {project_name})
production_ingress_url_template = "{project_name}.apps.rise.local"

# Optional: Ingress URL template for staging (non-default) deployment groups
# Must contain both {project_name} and {deployment_group} placeholders
staging_ingress_url_template = "{project_name}-{deployment_group}.preview.rise.local"

# Or for sub-path routing:
# production_ingress_url_template = "rise.local/{project_name}"
# staging_ingress_url_template = "rise.local/{project_name}/{deployment_group}"

# Namespace format (must contain {project_name})
namespace_format = "rise-{project_name}"

# Custom domain TLS mode
# - "per-domain": Each custom domain gets its own tls-{domain} secret (for cert-manager)
# - "shared": All custom domains share ingress_tls_secret_name
custom_domain_tls_mode = "per-domain"  # Default

# Annotations for custom domain ingresses (e.g., cert-manager integration)
[kubernetes.custom_domain_ingress_annotations]
"cert-manager.io/cluster-issuer" = "letsencrypt-prod"

Kubeconfig Options

The controller supports two authentication modes:

In-cluster mode (recommended for production):

  • Omit kubeconfig setting
  • Uses service account mounted at /var/run/secrets/kubernetes.io/serviceaccount/
  • Requires RBAC permissions for the controller’s service account

External kubeconfig:

  • Set kubeconfig path explicitly
  • Useful for development or external cluster access
  • Falls back to ~/.kube/config if path not specified

How It Works

Resources Managed

The Kubernetes controller creates and manages the following resources per project:

ResourceScopePurpose
NamespaceOne per projectIsolates project resources
DeploymentOne per deploymentRuns application pods
ServiceOne per deployment groupRoutes traffic to active deployment
IngressOne per deployment groupExposes HTTP/HTTPS endpoints
SecretOne per projectStores image pull credentials

Naming Scheme

Resources follow consistent naming patterns:

ResourcePatternExample
Namespacerise-{project}rise-my-app
Deployment{project}-{deployment_id}my-app-20251207-143022
Service{escaped_group}default, mr--26
Ingress{escaped_group}default, mr--26
Secretrise-registry-credsrise-registry-creds

Character escaping: Deployment group names containing invalid Kubernetes characters (e.g., /, @) are escaped with --. For example, mr/26 becomes mr--26.

Deployment Groups and URLs

Each deployment group gets its own Service and Ingress with a unique URL:

GroupURL PatternExample (Subdomain)Example (Sub-path)
defaultproduction_ingress_url_templatemy-app.apps.rise.localrise.local/my-app
Custom groupsstaging_ingress_url_templatemy-app-mr--26.preview.rise.localrise.local/my-app/mr--26

Sub-path vs Subdomain Routing

Rise supports two Ingress routing modes configured globally via URL templates:

Subdomain Routing (traditional approach):

  • Production: {project_name}.apps.rise.local
  • Staging: {project_name}-{deployment_group}.preview.rise.local
  • Each project gets a unique subdomain
  • Ingress path: / (Prefix type)
  • No path rewriting needed

Sub-path Routing (shared domain):

  • Production: rise.local/{project_name}
  • Staging: rise.local/{project_name}/{deployment_group}
  • All projects share the same domain with different paths
  • Ingress path: /{project}(/|$)(.*) (ImplementationSpecific type with regex)
  • Nginx automatically rewrites paths

Path Rewriting

For sub-path routing, Nginx automatically rewrites paths so your application receives requests at / while preserving the original path prefix:

  • Client request: GET https://rise.local/myapp/api/users
  • Application receives: GET /api/users
  • Headers added: X-Forwarded-Prefix: /myapp

The controller uses the built-in nginx.ingress.kubernetes.io/x-forwarded-prefix annotation to add this header. Configure your application to use the X-Forwarded-Prefix header when generating URLs to ensure links and assets work correctly.

Example configuration:

[kubernetes]
production_ingress_url_template = "rise.local/{project_name}"
staging_ingress_url_template = "rise.local/{project_name}/{deployment_group}"
auth_backend_url = "http://rise-backend.default.svc.cluster.local:3000"
auth_signin_url = "https://rise.local"

Private Project Authentication

The Kubernetes controller implements ingress-level authentication for private projects using Nginx auth annotations and Rise-issued JWTs.

Overview

  • Public projects: Accessible without authentication
  • Private projects: Require user authentication AND project access authorization
  • Authentication method: OAuth2 via configured identity provider (Dex)
  • Token security: Rise-issued JWTs scoped to specific projects
  • Cookie isolation: Separate cookies prevent projects from accessing Rise APIs

Configuration

Private project authentication requires JWT signing configuration:

[server]
# JWT signing secret for ingress authentication (base64-encoded, min 32 bytes)
# Generate with: openssl rand -base64 32
# REQUIRED: The backend will fail to start without this
jwt_signing_secret = "YOUR_BASE64_SECRET_HERE"

# Optional: JWT claims to include from IdP token (default shown)
jwt_claims = ["sub", "email", "name"]

# Cookie settings for subdomain sharing
cookie_domain = ".rise.local"  # Allows cookies to work across *.rise.local
cookie_secure = false          # Set to false for local development (HTTP)
[kubernetes]
# Internal cluster URL for Nginx auth subrequests
auth_backend_url = "http://rise-backend.default.svc.cluster.local:3000"

# Public backend URL for browser redirects during authentication
auth_signin_url = "http://rise.local"  # Use http:// for local development

Generate JWT signing secret:

openssl rand -base64 32

Authentication Flow

When a user visits a private project, the following flow occurs:

User → myapp.apps.rise.local (private)
  ↓
Nginx calls GET /api/v1/auth/ingress?project=myapp
  - 🍪 NO COOKIE or invalid JWT
  ↓ Returns 401 Unauthorized
  ↓
Nginx redirects to /api/v1/auth/signin?project=myapp&redirect=http://myapp.apps.rise.local
  ↓
GET /api/v1/auth/signin (Pre-Auth Page):
  - Renders auth-signin.html.tera
  - Shows: "Project 'myapp' is private. Sign in to access."
  - Button: "Sign In" → /api/v1/auth/signin/start?project=myapp&redirect=...
  ↓
User clicks "Sign In" button
  ↓
GET /api/v1/auth/signin/start (OAuth Start):
  - Stores project_name='myapp' in OAuth2State (PKCE state)
  - Redirects to Dex IdP authorize endpoint
  ↓
User completes OAuth at Dex
  ↓
Dex redirects to /api/v1/auth/callback?code=xyz&state=abc
  ↓
GET /api/v1/auth/callback (Token Exchange):
  - Retrieve OAuth2State (includes project_name='myapp' for UI context only)
  - Exchange code for IdP tokens
  - Validate IdP JWT
  - Extract claims (sub, email, name) and expiry
  - Issue Rise JWT with user claims (NOT project-scoped!)
  - 🍪 SET COOKIE: _rise_ingress = <Rise JWT>
       (Domain: .rise.local, HttpOnly, Secure=false, SameSite=Lax)
  - Renders auth-success.html.tera
  - Shows: "Authentication successful! Redirecting in 3s..."
  - JavaScript auto-redirects to http://myapp.apps.rise.local
  ↓
After 3 seconds, browser redirects to http://myapp.apps.rise.local
  ↓
Nginx calls GET /api/v1/auth/ingress?project=myapp
  - 🍪 READS COOKIE: _rise_ingress
  - Verifies Rise JWT signature (HS256)
  - Validates expiry
  - Checks user has project access via database query (NOT JWT claim!)
  ↓ Returns 200 OK + headers (X-Auth-Request-Email, X-Auth-Request-User)
  ↓
Nginx serves app
  - 🍪 Rise JWT cookie is sent to app (but app cannot decode it - HttpOnly)
  - App does NOT have access to Rise APIs (different cookie name)

JWT Structure

Rise issues symmetric HS256 JWTs with the following claims:

{
  "sub": "user-id-from-idp",
  "email": "user@example.com",
  "name": "User Name",
  "iat": 1234567890,
  "exp": 1234571490,
  "iss": "http://rise.local",
  "aud": "rise-ingress"
}

Key features:

  • NOT project-scoped: JWTs do NOT contain a project claim because the cookie is set at rise.local domain and shared across all *.apps.rise.local subdomains. Project access is validated separately in the ingress auth handler by checking database permissions.
  • Configurable claims: Include only necessary user information
  • Expiry matching: Token expiration matches IdP token (typically 1 hour)
  • Symmetric signing: HS256 with shared secret for fast validation

Two separate cookies are used for different purposes:

CookiePurposeContentsAccess
_rise_sessionRise API authenticationIdP JWTFrontend JavaScript
_rise_ingressProject access authenticationRise JWTHttpOnly (no JS access)

Security attributes:

  • HttpOnly: Prevents JavaScript access (XSS protection)
  • Secure: HTTPS-only transmission
  • SameSite=Lax: CSRF protection while allowing navigation
  • Domain: Shared across subdomains (e.g., .rise.local)
  • Max-Age: Matches JWT expiration

Access Control

For private projects, the ingress auth endpoint validates:

  1. JWT validity: Signature, expiration, issuer, audience
  2. User permissions: Database query to check if user is owner or team member

Access check logic:

#![allow(unused)]
fn main() {
// User can access if:
// - User is the project owner (owner_user_id), OR
// - User is a member of the team that owns the project (owner_team_id)
//
// NOTE: JWTs are NOT project-scoped - the same JWT can be used across all projects
// because the cookie is set at rise.local domain level and shared across *.apps.rise.local
}

Ingress Annotations

For private projects, the controller adds these Nginx annotations:

annotations:
  nginx.ingress.kubernetes.io/auth-url: "http://rise-backend.default.svc.cluster.local:3000/api/v1/auth/ingress?project=myapp"
  nginx.ingress.kubernetes.io/auth-signin: "http://rise.local/api/v1/auth/signin?project=myapp&redirect=$escaped_request_uri"
  nginx.ingress.kubernetes.io/auth-response-headers: "X-Auth-Request-Email,X-Auth-Request-User"

How it works:

  • auth-url: Nginx calls this endpoint for every request to validate authentication
    • Returns 2xx (200): Access granted
    • Returns 401/403: Access denied, redirect to auth-signin
    • Returns 5xx or unreachable: Access denied (fail-closed) - ensures security even if auth service is misconfigured or down
  • auth-signin: Where to redirect unauthenticated users
  • auth-response-headers: Headers to pass from auth response to the application

The application receives authenticated requests with these additional headers:

  • X-Auth-Request-Email: User’s email address
  • X-Auth-Request-User: User’s ID

Troubleshooting Authentication

Infinite redirect loop:

  • Check cookie_domain matches your domain structure
  • Verify cookies are being set (check browser DevTools → Application → Cookies)
  • Ensure cookie_secure is false for HTTP development environments

Browser always redirects HTTP to HTTPS:

  • Some TLDs (e.g., .dev) are on the HSTS preload list and browsers will always force HTTPS
  • Use .local TLD for local development to avoid HSTS issues
  • The default configuration uses rise.local which works correctly with HTTP
  • If you must use a different TLD, check if it’s on the HSTS preload list at https://hstspreload.org/

“Access denied” or 403 Forbidden error:

  • User is authenticated but not authorized for this project
  • Check project ownership: rise project show <project-name>
  • Add user to project’s team if needed

“No session cookie” error:

  • Cookie expired or not set
  • Cookie domain mismatch
  • Browser blocking third-party cookies
  • Check cookie_domain configuration

Private projects accessible without authentication:

  • Check ingress controller logs for auth subrequest errors: kubectl logs -n ingress-nginx <ingress-controller-pod>
  • Verify auth_backend_url in config includes the correct service URL and port
  • Ensure the auth service is reachable from the ingress controller (test with curl from ingress pod)
  • Check that ingress annotations are correctly set: kubectl get ingress -n rise-<project> -o yaml
  • All auth endpoints are under /api/v1 prefix (e.g., /api/v1/auth/ingress)

Authentication succeeds but access denied:

  • User is authenticated but not authorized for this project
  • Check project ownership: rise project show <project-name>
  • Add user to project’s team if needed

JWT signing errors in logs:

Error: Failed to initialize JWT signer: Invalid base64
  • JWT signing secret is not valid base64
  • Regenerate with: openssl rand -base64 32
  • Ensure secret is at least 32 bytes when decoded

Blue/Green Deployments

The controller implements blue/green deployments using Service selector updates:

  1. Deploy new Deployment: Create new Deployment with deployment-specific labels
  2. Wait for health: Wait until new Deployment pods are ready and pass health checks
  3. Switch traffic: Update Service selector to point to new deployment labels
  4. Previous deployment: Old Deployment remains but receives no traffic

This ensures zero-downtime deployments with instant rollback capability.

Labels

All resources are labeled for management and selection:

labels:
  rise.dev/managed-by: "rise"
  rise.dev/project: "my-app"
  rise.dev/deployment-group: "default"
  rise.dev/deployment-id: "20251207-143022"
  rise.dev/deployment-uuid: "550e8400-e29b-41d4-a716-446655440000"

Custom Domains and TLS

Rise supports custom domains for projects, allowing you to serve your application at your own domain names (e.g., app.example.com) instead of or in addition to the default project URL pattern.

Overview

When custom domains are configured for a project:

  • Rise creates a separate Ingress resource specifically for custom domains
  • Custom domains always route to the root path (/) regardless of the default ingress URL pattern
  • TLS certificates can be automatically provisioned using cert-manager integration

TLS Certificate Management

Rise provides two modes for TLS certificate management on custom domains:

Per-Domain Mode (Recommended for cert-manager)

When custom_domain_tls_mode is set to per-domain (the default), each custom domain gets its own TLS secret named tls-{domain}. This mode is designed to work with cert-manager for automatic certificate provisioning:

deployment_controller:
  type: kubernetes
  # ... other settings ...
  
  # TLS mode - per-domain creates separate secrets for each custom domain
  custom_domain_tls_mode: "per-domain"  # Default
  
  # Annotations to apply to custom domain ingresses (for cert-manager)
  custom_domain_ingress_annotations:
    cert-manager.io/cluster-issuer: "letsencrypt-prod"
    # Or use a specific issuer per namespace:
    # cert-manager.io/issuer: "letsencrypt-prod"

With this configuration:

  • Each custom domain (e.g., app.example.com) will have its own TLS secret (tls-app.example.com)
  • cert-manager will automatically provision Let’s Encrypt certificates
  • Certificates are automatically renewed by cert-manager
  • No manual TLS secret management required

Shared Mode

When custom_domain_tls_mode is set to shared, all custom domains share the same TLS secret specified by ingress_tls_secret_name:

deployment_controller:
  type: kubernetes
  # ... other settings ...
  
  # Shared TLS secret for all hosts (primary + custom domains)
  ingress_tls_secret_name: "my-wildcard-cert"
  
  # Use shared mode
  custom_domain_tls_mode: "shared"

This mode is useful when you have a wildcard certificate or want to manage certificates externally.

Cert-Manager Setup

To use cert-manager with Rise custom domains:

  1. Install cert-manager in your cluster:
kubectl apply -f https://github.com/cert-manager/cert-manager/releases/download/v1.13.0/cert-manager.yaml
  1. Create a ClusterIssuer for Let’s Encrypt:
apiVersion: cert-manager.io/v1
kind: ClusterIssuer
metadata:
  name: letsencrypt-prod
spec:
  acme:
    # Let's Encrypt production server
    server: https://acme-v02.api.letsencrypt.org/directory
    email: your-email@example.com
    privateKeySecretRef:
      name: letsencrypt-prod-key
    solvers:
      - http01:
          ingress:
            class: nginx
  1. Configure Rise to use cert-manager:
deployment_controller:
  type: kubernetes
  # ... other settings ...
  
  custom_domain_tls_mode: "per-domain"
  custom_domain_ingress_annotations:
    cert-manager.io/cluster-issuer: "letsencrypt-prod"
  1. Add a custom domain to your project:
rise domain add my-project custom-domain.example.com

cert-manager will automatically:

  • Create an ACME challenge
  • Validate domain ownership
  • Issue a Let’s Encrypt certificate
  • Store it in the tls-custom-domain.example.com secret
  • Automatically renew certificates before expiration

DNS Configuration

For custom domains to work, you must configure DNS records to point to your Kubernetes ingress:

custom-domain.example.com.  A  <ingress-ip-address>

Or for CNAMEs:

custom-domain.example.com.  CNAME  <ingress-hostname>

Troubleshooting Custom Domain TLS

Certificate not being issued:

  • Check cert-manager logs: kubectl logs -n cert-manager deployment/cert-manager
  • Check certificate status: kubectl get certificate -n rise-<project>
  • Verify DNS is correctly configured and resolves to your ingress
  • Check ClusterIssuer/Issuer status: kubectl describe clusterissuer letsencrypt-prod

“Certificate not ready” error:

  • cert-manager is still working on the challenge - wait a few minutes
  • Check challenge status: kubectl get challenges -n rise-<project>
  • Verify ingress controller can handle ACME challenges

Multiple certificate requests:

  • Check that custom_domain_ingress_annotations are correctly configured
  • Verify you’re not mixing cert-manager annotations in ingress_annotations and custom_domain_ingress_annotations

Kubernetes Resources

Namespace

Created once per project:

apiVersion: v1
kind: Namespace
metadata:
  name: rise-my-app
  labels:
    rise.dev/managed-by: "rise"
    rise.dev/project: "my-app"

Secret (Image Pull Credentials)

Created/refreshed automatically for private registries:

apiVersion: v1
kind: Secret
metadata:
  name: rise-registry-creds
  namespace: rise-my-app
  annotations:
    rise.dev/last-refresh: "2025-12-07T14:30:22Z"
type: kubernetes.io/dockerconfigjson
data:
  .dockerconfigjson: <base64-encoded-docker-config>

Auto-refresh: Secrets are automatically refreshed every hour to handle short-lived credentials (e.g., ECR tokens expire after 12 hours).

Configuring Image Pull Secrets

The Kubernetes controller supports three modes for managing image pull secrets:

1. Automatic Management (with registry provider)

  • When a registry provider is configured (e.g., AWS ECR), the controller automatically creates and refreshes the rise-registry-creds secret in each project namespace
  • Credentials are fetched from the registry provider on-demand
  • Secrets are automatically refreshed every hour
  • No additional configuration needed

2. External Secret Reference

  • For static Docker registries where credentials are managed externally (e.g., manually created secrets, sealed-secrets, external-secrets operator)
  • Configure the secret name in the deployment controller settings:
deployment_controller:
  type: kubernetes
  # ... other settings ...
  image_pull_secret_name: "my-registry-secret"
  • The controller will reference this secret name in all Deployments
  • The secret must exist in each project namespace before deployments can succeed
  • The controller will NOT create or manage this secret
  • Useful when:
    • Using a static registry that doesn’t support dynamic credential generation
    • Managing secrets through GitOps tools like sealed-secrets or external-secrets operator
    • Using a cluster-wide image pull secret that’s pre-configured in all namespaces

3. No Image Pull Secret

  • When no registry provider is configured and no image_pull_secret_name is set
  • Deployments will not include any imagePullSecrets field
  • Only works with public container images or when using Kubernetes cluster defaults

Example configurations:

Using AWS ECR (automatic):

registry:
  type: ecr
  region: us-east-1
  account_id: "123456789012"
  # ... other ECR settings ...

deployment_controller:
  type: kubernetes
  # No image_pull_secret_name needed - automatically managed

Using external secret:

registry:
  type: oci-client-auth
  registry_url: "registry.example.com"
  # ... other registry settings ...

deployment_controller:
  type: kubernetes
  # ... other settings ...
  image_pull_secret_name: "my-registry-secret"

For external secrets, ensure the secret exists in each namespace:

# Create secret in namespace
kubectl create secret docker-registry my-registry-secret \
  --docker-server=registry.example.com \
  --docker-username=myuser \
  --docker-password=mypassword \
  -n rise-my-app

Deployment

One per deployment:

apiVersion: apps/v1
kind: Deployment
metadata:
  name: my-app-20251207-143022
  namespace: rise-my-app
  labels:
    rise.dev/managed-by: "rise"
    rise.dev/project: "my-app"
    rise.dev/deployment-group: "default"
    rise.dev/deployment-id: "20251207-143022"
    rise.dev/deployment-uuid: "550e8400-e29b-41d4-a716-446655440000"
spec:
  replicas: 1
  selector:
    matchLabels:
      rise.dev/project: "my-app"
      rise.dev/deployment-group: "default"
      rise.dev/deployment-id: "20251207-143022"
      rise.dev/deployment-uuid: "550e8400-e29b-41d4-a716-446655440000"
  template:
    metadata:
      labels:
        rise.dev/project: "my-app"
        rise.dev/deployment-group: "default"
        rise.dev/deployment-id: "20251207-143022"
        rise.dev/deployment-uuid: "550e8400-e29b-41d4-a716-446655440000"
    spec:
      imagePullSecrets:
        - name: rise-registry-creds
      containers:
        - name: app
          image: registry.example.com/my-app@sha256:abc123...
          ports:
            - containerPort: 8080

Service

One per deployment group (updated via server-side apply):

apiVersion: v1
kind: Service
metadata:
  name: default
  namespace: rise-my-app
  labels:
    rise.dev/managed-by: "rise"
    rise.dev/project: "my-app"
spec:
  type: ClusterIP
  selector:
    rise.dev/project: "my-app"
    rise.dev/deployment-group: "default"
    rise.dev/deployment-id: "20251207-143022"  # Updated on traffic switch
    rise.dev/deployment-uuid: "550e8400-e29b-41d4-a716-446655440000"  # Updated on traffic switch
  ports:
    - port: 80
      targetPort: 8080
      protocol: TCP

Ingress

One per deployment group:

apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: default
  namespace: rise-my-app
  labels:
    rise.dev/managed-by: "rise"
    rise.dev/project: "my-app"
  annotations:
    kubernetes.io/ingress.class: "nginx"
spec:
  rules:
    - host: my-app.apps.rise.local
      http:
        paths:
          - path: /
            pathType: Prefix
            backend:
              service:
                name: default
                port:
                  number: 80

Running the Controller

Starting the Controller

# Run Kubernetes deployment controller
rise backend controller deployment-kubernetes

The controller will:

  1. Connect to Kubernetes using configured kubeconfig or in-cluster credentials
  2. Start reconciliation loop for deployments in Pushed, Deploying, Healthy, or Unhealthy status
  3. Start image pull secret refresh loop (runs hourly)
  4. Process deployments continuously until stopped

Required RBAC Permissions

The controller requires the following Kubernetes permissions:

apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
  name: rise-controller
rules:
  - apiGroups: [""]
    resources: ["namespaces"]
    verbs: ["get", "list", "create", "update", "patch"]
  - apiGroups: [""]
    resources: ["secrets", "services"]
    verbs: ["get", "list", "create", "update", "patch", "delete"]
  - apiGroups: ["apps"]
    resources: ["deployments", "replicasets"]
    verbs: ["get", "list", "create", "update", "patch", "delete"]
  - apiGroups: [""]
    resources: ["pods"]
    verbs: ["get", "list"]
  - apiGroups: ["networking.k8s.io"]
    resources: ["ingresses"]
    verbs: ["get", "list", "create", "update", "patch", "delete"]

Basic Troubleshooting

Permission errors:

Error: Forbidden (403): namespaces is forbidden
  • Verify service account has required RBAC permissions
  • Check kubectl auth can-i for each required verb/resource

Connection errors:

Error: Failed to connect to Kubernetes API
  • Verify kubeconfig path is correct
  • Check network connectivity to API server
  • Ensure credentials are valid

Image pull failures:

Pod status: ImagePullBackOff
  • Check secret exists: kubectl get secret rise-registry-creds -n rise-{project}
  • Verify registry credentials are valid
  • Check secret refresh logs in controller output
  • Ensure image reference is correct

Pods not becoming ready:

  • Check pod logs: kubectl logs -n rise-{project} {pod-name}
  • Check pod events: kubectl describe pod -n rise-{project} {pod-name}
  • Verify application listens on configured HTTP port
  • Check resource limits and node capacity