kubernetes-helm

name	kubernetes-helm
description	Deploy and manage Kubernetes applications with Helm charts. Covers K8s manifests, kubectl, Kustomize, RBAC, and container orchestration. Use for container deployments, microservices, and cloud-native applications.

Kubernetes & Helm Skill

Expert guidance for Kubernetes container orchestration and Helm package management.

Table of Contents

• Quick Reference
• Kubernetes Core Concepts
• Helm Charts
• kubectl Commands
• Kustomize
• Ingress & Networking
• RBAC & Security
• Autoscaling
• Persistent Volumes
• Debugging & Troubleshooting
• Deployment Patterns

---

Quick Reference

Essential kubectl Commands

Command	Description
kubectl get pods -A	List all pods in all namespaces
kubectl get deploy,svc,ing	List deployments, services, ingresses
kubectl describe pod <name>	Show detailed pod information
kubectl logs <pod> -f	Stream pod logs
kubectl logs <pod> -c <container>	Logs from specific container
kubectl exec -it <pod> -- /bin/sh	Interactive shell in pod
kubectl port-forward <pod> 8080:80	Forward local port to pod
kubectl apply -f manifest.yaml	Apply configuration
kubectl delete -f manifest.yaml	Delete resources from file
kubectl rollout status deploy/<name>	Watch deployment rollout
kubectl rollout undo deploy/<name>	Rollback deployment
kubectl top pods	Show pod resource usage
kubectl get events --sort-by='.lastTimestamp'	Recent cluster events

Essential Helm Commands

Command	Description
helm install <release> <chart>	Install a chart
helm upgrade <release> <chart>	Upgrade a release
helm upgrade --install <release> <chart>	Install or upgrade
helm list -A	List all releases
helm status <release>	Show release status
helm history <release>	Show release history
helm rollback <release> <revision>	Rollback to revision
helm uninstall <release>	Uninstall a release
helm template <chart>	Render templates locally
helm show values <chart>	Show chart's default values
helm dependency update	Update chart dependencies
helm repo add <name> <url>	Add chart repository
helm search repo <keyword>	Search repositories

---

Kubernetes Core Concepts

Pod

The smallest deployable unit in Kubernetes.

apiVersion: v1
kind: Pod
metadata:
  name: app-pod
  labels:
    app: myapp
    version: v1
spec:
  containers:
    - name: app
      image: myapp:1.0.0
      ports:
        - containerPort: 8080
      env:
        - name: DATABASE_URL
          valueFrom:
            secretKeyRef:
              name: app-secrets
              key: database-url
        - name: LOG_LEVEL
          valueFrom:
            configMapKeyRef:
              name: app-config
              key: log-level
      resources:
        requests:
          memory: "128Mi"
          cpu: "100m"
        limits:
          memory: "256Mi"
          cpu: "500m"
      livenessProbe:
        httpGet:
           
           
         
         
         
      
        
           
           
         
         
      
          
           
          
           
  
      
      
         
      
      
         
   

Deployment

Manages ReplicaSets and provides declarative updates for Pods.

apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp
  labels:
    app: myapp
spec:
  replicas: 3
  revisionHistoryLimit: 5
  selector:
    matchLabels:
      app: myapp
  strategy:
    type: RollingUpdate
    rollingUpdate:
      maxSurge: 1
      maxUnavailable: 0
  template:
    metadata:
      labels:
        app: myapp
      annotations:
        prometheus.io/scrape: "true"
        prometheus.io/port: "8080"
    spec:
      serviceAccountName: myapp-sa
      securityContext:
        runAsNonRoot: true
        runAsUser: 1000
        fsGroup: 1000
      containers:
        - name: app
          image: myapp:1.0.0
          imagePullPolicy: IfNotPresent
          
              
               
               
          
             
                 
             
                 
          
            
               
               
            
               
               
          
            
               
               
             
             
             
          
            
               
               
             
             
          
             
             
            
              
                 
          
              
               
      
          
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Service

Exposes pods as a network service.

# ClusterIP Service (internal)
apiVersion: v1
kind: Service
metadata:
  name: myapp
  labels:
    app: myapp
spec:
  type: ClusterIP
  ports:
    - name: http
      port: 80
      targetPort: 8080
      protocol: TCP
  selector:
    app: myapp
---
# LoadBalancer Service (external)
apiVersion: v1
kind: Service
metadata:
  name: myapp-lb
  annotations:
    service.beta.kubernetes.io/azure-load-balancer-internal: "true"
spec:
  type: LoadBalancer
  ports:
    - port: 443
      targetPort: 8080
  selector:
    app: myapp
---
# NodePort Service
apiVersion: v1
kind: 

   

   
  
      
       
       
  
     


 
 

   

   
  
      
  
     

ConfigMap

Stores non-confidential configuration data.

apiVersion: v1
kind: ConfigMap
metadata:
  name: myapp-config
data:
  # Simple key-value pairs
  LOG_LEVEL: "info"
  FEATURE_FLAG: "true"
  MAX_CONNECTIONS: "100"

  # Multi-line configuration file
  app.properties: |
    server.port=8080
    server.timeout=30s
    database.pool.size=10

  nginx.conf: |
    server {
        listen 80;
        location / {
            proxy_pass http://localhost:8080;
        }
    }

Using ConfigMaps:

# As environment variables
envFrom:
  - configMapRef:
      name: myapp-config

# Individual keys
env:
  - name: LOG_LEVEL
    valueFrom:
      configMapKeyRef:
        name: myapp-config
        key: LOG_LEVEL

# As volume mount
volumes:
  - name: config
    configMap:
      name: myapp-config
      items:
        - key: app.properties
          path: application.properties

Secret

Stores sensitive data like passwords, tokens, and keys.

apiVersion: v1
kind: Secret
metadata:
  name: myapp-secrets
type: Opaque
data:
  # Base64 encoded values
  database-password: cGFzc3dvcmQxMjM=
  api-key: c2VjcmV0LWFwaS1rZXk=
stringData:
  # Plain text (will be encoded)
  connection-string: "Server=db;Database=myapp;User=admin;Password=secret"
---
# Docker registry secret
apiVersion: v1
kind: Secret
metadata:
  name: registry-credentials
type: kubernetes.io/dockerconfigjson
data:
  .dockerconfigjson: <base64-encoded-docker-config>
---
# TLS secret
apiVersion: v1
kind: Secret
metadata:
  name: tls-secret
type: kubernetes.io/tls
data:
  tls.crt: <base64-encoded-cert>
  tls.key: <base64-encoded-key>

Creating secrets via kubectl:

# From literal values
kubectl create secret generic db-secret \
  --from-literal=username=admin \
  --from-literal=password=secret123

# From file
kubectl create secret generic tls-secret \
  --from-file=tls.crt=./cert.pem \
  --from-file=tls.key=./key.pem

# Docker registry
kubectl create secret docker-registry regcred \
  --docker-server=https://index.docker.io/v1/ \
  --docker-username=user \
  --docker-password=password

Namespace

Provides scope for names and resource isolation.

apiVersion: v1
kind: Namespace
metadata:
  name: production
  labels:
    env: production
    team: platform
---
# Resource Quota
apiVersion: v1
kind: ResourceQuota
metadata:
  name: production-quota
  namespace: production
spec:
  hard:
    requests.cpu: "20"
    requests.memory: 40Gi
    limits.cpu: "40"
    limits.memory: 80Gi
    pods: "100"
    services: "20"
    persistentvolumeclaims: "20"
---
# Limit Range
apiVersion: v1
kind: LimitRange
metadata:
  name: production-limits
  namespace: production
spec:
  limits:
    - type: Container
      default:
         
         
      
         
         
      
         
         
      
         
         

---

Helm Charts

Chart Structure

mychart/
├── Chart.yaml           # Chart metadata
├── Chart.lock           # Dependency lock file
├── values.yaml          # Default configuration values
├── values.schema.json   # JSON schema for values validation
├── .helmignore          # Files to ignore when packaging
├── templates/           # Template files
│   ├── NOTES.txt        # Post-install notes
│   ├── _helpers.tpl     # Template helpers
│   ├── deployment.yaml
│   ├── service.yaml
│   ├── ingress.yaml
│   ├── configmap.yaml
│   ├── secret.yaml
│   ├── serviceaccount.yaml
│   ├── hpa.yaml
│   └── tests/
│       └── test-connection.yaml
├── charts/              # Dependency charts
└── crds/                # Custom Resource Definitions

Chart.yaml

apiVersion: v2
name: myapp
description: A Helm chart for MyApp
type: application
version: 1.0.0
appVersion: "2.0.0"
kubeVersion: ">=1.25.0"
keywords:
  - myapp
  - web
home: https://github.com/org/myapp
sources:
  - https://github.com/org/myapp
maintainers:
  - name: Platform Team
    email: [e-mail]
icon: https://example.com/icon.png
dependencies:
  - name: postgresql
    version: "12.x.x"
    repository: "https://charts.bitnami.com/bitnami"
    condition: postgresql.enabled
  - name: redis
    version: "17.x.x"
    repository: "https://charts.bitnami.com/bitnami"
    condition: 

   

values.yaml

# Default values for myapp

# Number of replicas
replicaCount: 3

image:
  repository: myapp
  tag: "" # Defaults to Chart.appVersion
  pullPolicy: IfNotPresent

imagePullSecrets: []
nameOverride: ""
fullnameOverride: ""

serviceAccount:
  create: true
  annotations: {}
  name: ""

podAnnotations:
  prometheus.io/scrape: "true"
  prometheus.io/port: "8080"

podSecurityContext:
  runAsNonRoot: true
  runAsUser: 1000
  fsGroup: 1000

securityContext:
  allowPrivilegeEscalation: false
  readOnlyRootFilesystem: true
  capabilities:
    drop:
      - ALL

service:
  type: ClusterIP
  port: 80
  targetPort: 8080

ingress:
  enabled: true
  className: 
  
     
  
      
      
          
           
  
      
      
         


  
     
     
  
     
     


   
   
   
   
   

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Template Helpers (_helpers.tpl)

{{/*
Expand the name of the chart.
*/}}
{{- define "myapp.name" -}}
{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
{{- end }}

{{/*
Create a default fully qualified app name.
*/}}
{{- define "myapp.fullname" -}}
{{- if .Values.fullnameOverride }}
{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
{{- else }}
{{- $name := default .Chart.Name .Values.nameOverride }}
{{- if    }}
{{        }}
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Deployment Template

apiVersion: apps/v1
kind: Deployment
metadata:
  name: {{ include "myapp.fullname" . }}
  labels:
    {{- include "myapp.labels" . | nindent 4 }}
spec:
  {{- if not .Values.autoscaling.enabled }}
  replicas: {{ .Values.replicaCount }}
  {{- end }}
  selector:
    matchLabels:
      {{- include "myapp.selectorLabels" . | nindent 6 }}
  template:
    metadata:
      annotations:
        checksum/config: {{ include (print $.Template.BasePath "/configmap.yaml") . | sha256sum }}
        {{- with .Values.podAnnotations }}
        {{- toYaml . | nindent 8 }}
        {{  }}
      
        {{       }}
    
      {{   }}
      
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Helm Hooks

# Pre-install/Pre-upgrade Job (e.g., database migration)
apiVersion: batch/v1
kind: Job
metadata:
  name: {{ include "myapp.fullname" . }}-migrate
  labels:
    {{- include "myapp.labels" . | nindent 4 }}
  annotations:
    "helm.sh/hook": pre-install,pre-upgrade
    "helm.sh/hook-weight": "-5"
    "helm.sh/hook-delete-policy": before-hook-creation,hook-succeeded
spec:
  template:
    metadata:
      name: {{ include "myapp.fullname" . }}-migrate
    spec:
      restartPolicy: Never
      containers:
        - name: migrate
          image: {{ include "myapp.image" . }}
          command: ["./migrate.sh"]
          envFrom:
            - secretRef:
                name: {{ include "myapp.fullname"  }}


 
 

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           []

Helm Test

# templates/tests/test-connection.yaml
apiVersion: v1
kind: Pod
metadata:
  name: "{{ include "myapp.fullname" . }}-test-connection"
  labels:
    {{- include "myapp.labels" . | nindent 4 }}
  annotations:
    "helm.sh/hook": test
spec:
  containers:
    - name: wget
      image: busybox
      command: ['wget']
      args: ['{{ include "myapp.fullname" . }}:{{ .Values.service.port }}/health']
  restartPolicy: Never

---

kubectl Commands

Resource Management

# Apply resources
kubectl apply -f manifest.yaml
kubectl apply -f ./manifests/ --recursive
kubectl apply -k ./kustomize/overlays/production/

# Create resources
kubectl create deployment nginx --image=nginx
kubectl create service clusterip nginx --tcp=80:80
kubectl create configmap app-config --from-file=config.properties
kubectl create secret generic db-secret --from-literal=password=secret

# Delete resources
kubectl delete pod myapp-pod
kubectl delete -f manifest.yaml
kubectl delete pods --all -n dev
kubectl delete pods -l app=myapp

# Edit resources
kubectl edit deployment myapp
kubectl patch deployment myapp -p '{"spec":{"replicas":5}}'
kubectl set image deployment/myapp app=myapp:v2

Viewing Resources

# Get resources
kubectl get pods -o wide
kubectl get pods -o yaml
kubectl get pods -o json
kubectl get pods -o jsonpath='{.items[*].metadata.name}'
kubectl get pods -o custom-columns=NAME:.metadata.name,STATUS:.status.phase
kubectl get all -n production

# Describe resources
kubectl describe pod myapp-pod
kubectl describe node node-1

# Resource usage
kubectl top nodes
kubectl top pods --containers
kubectl top pods -A --sort-by=memory

# Watch resources
kubectl get pods -w
kubectl get events -w --sort-by='.lastTimestamp'

Debugging

# Logs
kubectl logs myapp-pod
kubectl logs myapp-pod -c sidecar
kubectl logs myapp-pod --previous
kubectl logs -f myapp-pod
kubectl logs -l app=myapp --all-containers
kubectl logs myapp-pod --since=1h
kubectl logs myapp-pod --tail=100

# Execute commands
kubectl exec myapp-pod -- ls /app
kubectl exec -it myapp-pod -- /bin/sh
kubectl exec -it myapp-pod -c sidecar -- /bin/bash

# Copy files
kubectl cp myapp-pod:/app/logs/app.log ./app.log
kubectl cp ./config.yaml myapp-pod:/app/config.yaml

# Port forwarding
kubectl port-forward pod/myapp-pod 8080:80
kubectl port-forward svc/myapp 8080:80
kubectl port-forward deploy/myapp 8080:80

# Debug containers
kubectl debug myapp-pod -it --image=busybox --target=app
kubectl debug node/node-1 -it --image=ubuntu

Deployment Operations

# Rollout management
kubectl rollout status deployment/myapp
kubectl rollout history deployment/myapp
kubectl rollout history deployment/myapp --revision=2
kubectl rollout undo deployment/myapp
kubectl rollout undo deployment/myapp --to-revision=2
kubectl rollout restart deployment/myapp
kubectl rollout pause deployment/myapp
kubectl rollout resume deployment/myapp

# Scaling
kubectl scale deployment myapp --replicas=5
kubectl autoscale deployment myapp --min=3 --max=10 --cpu-percent=70

Context and Config

# Context management
kubectl config get-contexts
kubectl config current-context
kubectl config use-context production
kubectl config set-context --current --namespace=myapp

# Create contexts
kubectl config set-cluster dev --server=https://dev.k8s.local
kubectl config set-credentials admin --token=<token>
kubectl config set-context dev --cluster=dev --user=admin

# View config
kubectl config view
kubectl config view --minify

---

Kustomize

Directory Structure

kustomize/
├── base/
│   ├── kustomization.yaml
│   ├── deployment.yaml
│   ├── service.yaml
│   ├── configmap.yaml
│   └── ingress.yaml
└── overlays/
    ├── development/
    │   ├── kustomization.yaml
    │   ├── replica-patch.yaml
    │   └── config-patch.yaml
    ├── staging/
    │   ├── kustomization.yaml
    │   └── namespace.yaml
    └── production/
        ├── kustomization.yaml
        ├── replica-patch.yaml
        ├── resource-patch.yaml
        └── hpa.yaml

Base kustomization.yaml

# base/kustomization.yaml
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization

resources:
  - deployment.yaml
  - service.yaml
  - configmap.yaml
  - ingress.yaml

commonLabels:
  app: myapp

commonAnnotations:
  team: platform

configMapGenerator:
  - name: app-config
    literals:
      - LOG_LEVEL=info

secretGenerator:
  - name: app-secrets
    literals:
      - API_KEY=default-key
    type: Opaque

Production Overlay

# overlays/production/kustomization.yaml
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization

namespace: production

resources:
  - ../../base
  - hpa.yaml
  - pdb.yaml

namePrefix: prod-
nameSuffix: ""

commonLabels:
  env: production

commonAnnotations:
  prometheus.io/scrape: "true"

replicas:
  - name: myapp
    count: 5

images:
  - name: myapp
    newTag: v2.0.0

configMapGenerator:
  - name: app-config
    behavior: merge
    literals:
      - LOG_LEVEL=warn
      - ENABLE_DEBUG=false

patches:
  # Strategic merge patch
  - path: replica-patch.yaml
  # JSON patch
  - target:
       
       
     

Patches

# replica-patch.yaml (Strategic Merge Patch)
apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp
spec:
  replicas: 10
  template:
    spec:
      containers:
        - name: app
          resources:
            requests:
              cpu: 500m
              memory: 512Mi
            limits:
              cpu: 1000m
              memory: 1Gi

Kustomize Commands

# Build and view output
kubectl kustomize ./overlays/production/
kustomize build ./overlays/production/

# Apply directly
kubectl apply -k ./overlays/production/

# Diff before applying
kubectl diff -k ./overlays/production/

# Build with specific output
kustomize build ./overlays/production/ -o ./rendered/

---

Ingress & Networking

Nginx Ingress

apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: myapp-ingress
  annotations:
    kubernetes.io/ingress.class: nginx
    nginx.ingress.kubernetes.io/rewrite-target: /
    nginx.ingress.kubernetes.io/ssl-redirect: "true"
    nginx.ingress.kubernetes.io/proxy-body-size: "50m"
    nginx.ingress.kubernetes.io/proxy-read-timeout: "60"
    nginx.ingress.kubernetes.io/proxy-send-timeout: "60"
    nginx.ingress.kubernetes.io/rate-limit: "100"
    nginx.ingress.kubernetes.io/limit-rps: "50"
    cert-manager.io/cluster-issuer: letsencrypt-prod
spec:
  ingressClassName: nginx
  tls:
    - hosts:
        - myapp.example.com
        - api.example.com
      secretName: myapp-tls
  rules:
    - host: myapp.example.com
      http:
        paths:
          - path: /
            pathType: Prefix
            backend:
              service:
                 
                
                   
            
             
            
              
                 
                
                   
      
      
        
            
             
            
              
                 
                
                   

Network Policies

# Default deny all ingress
apiVersion: networking.k8s.io/v1
kind: NetworkPolicy
metadata:
  name: default-deny-ingress
  namespace: production
spec:
  podSelector: {}
  policyTypes:
    - Ingress
---
# Allow traffic from specific pods
apiVersion: networking.k8s.io/v1
kind: NetworkPolicy
metadata:
  name: allow-frontend-to-api
  namespace: production
spec:
  podSelector:
    matchLabels:
      app: api
  policyTypes:
    - Ingress
  ingress:
    - from:
        - podSelector:
            matchLabels:
              app: frontend
        - namespaceSelector:
            matchLabels:
              name: monitoring
      ports:
        - protocol: TCP
          port: 8080
---

 
 

   
   

  
    
       
  
     
  
     
         
             
            
               
               
               
      
          
           
     
         
            
               
          
            
               
      
          
           

Service Mesh (Istio Example)

# VirtualService for traffic management
apiVersion: networking.istio.io/v1beta1
kind: VirtualService
metadata:
  name: myapp
spec:
  hosts:
    - myapp
  http:
    - match:
        - headers:
            x-version:
              exact: v2
      route:
        - destination:
            host: myapp
            subset: v2
    - route:
        - destination:
            host: myapp
            subset: v1
          weight: 90
        - destination:
            host: myapp
            subset: v2
          weight: 10
---
# DestinationRule for load balancing
apiVersion: networking.istio.io/v1beta1
kind: DestinationRule
metadata:
  name: myapp
spec:
   
  
    
      
         
    
       
  
      
      
         
      
      
         

---

RBAC & Security

ServiceAccount

apiVersion: v1
kind: ServiceAccount
metadata:
  name: myapp-sa
  namespace: production
  annotations:
    # Azure Workload Identity
    azure.workload.identity/client-id: "<client-id>"
    # AWS IAM Role
    eks.amazonaws.com/role-arn: "arn:aws:iam::123456789:role/myapp-role"
automountServiceAccountToken: true

Role and RoleBinding

# Namespace-scoped Role
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
  name: pod-reader
  namespace: production
rules:
  - apiGroups: [""]
    resources: ["pods", "pods/log"]
    verbs: ["get", "list", "watch"]
  - apiGroups: [""]
    resources: ["configmaps"]
    verbs: ["get", "list"]
  - apiGroups: ["apps"]
    resources: ["deployments"]
    verbs: ["get", "list", "watch"]
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
  name: read-pods
  namespace: production
subjects:
  - kind: ServiceAccount
    name: myapp-sa
    namespace: production
    
     
     
    
     
     

   
   
   

ClusterRole and ClusterRoleBinding

# Cluster-wide ClusterRole
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
  name: namespace-admin
rules:
  - apiGroups: [""]
    resources: ["namespaces"]
    verbs: ["get", "list", "watch"]
  - apiGroups: [""]
    resources: ["pods", "services", "configmaps", "secrets"]
    verbs: ["*"]
  - apiGroups: ["apps"]
    resources: ["deployments", "replicasets", "statefulsets"]
    verbs: ["*"]
  - apiGroups: ["networking.k8s.io"]
    resources: ["ingresses"]
    verbs: ["*"]
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
  name: namespace-admin-binding
subjects:
  - kind: 
     
     

   
   
   

Pod Security Standards

# Pod Security Admission (Kubernetes 1.25+)
apiVersion: v1
kind: Namespace
metadata:
  name: production
  labels:
    pod-security.kubernetes.io/enforce: restricted
    pod-security.kubernetes.io/enforce-version: latest
    pod-security.kubernetes.io/audit: restricted
    pod-security.kubernetes.io/warn: restricted
---
# Secure Pod Configuration
apiVersion: v1
kind: Pod
metadata:
  name: secure-pod
spec:
  securityContext:
    runAsNonRoot: true
    runAsUser: 1000
    runAsGroup: 1000
    fsGroup: 1000
    seccompProfile:
      type: RuntimeDefault
  containers:
    - name: app
      image: myapp:1.0.0
      securityContext:
        allowPrivilegeEscalation: false
        readOnlyRootFilesystem: true
        capabilities:
          drop:
             
      
          
           
          
           
  
      
       {}
      
       {}

---

Autoscaling

Horizontal Pod Autoscaler (HPA)

apiVersion: autoscaling/v2
kind: HorizontalPodAutoscaler
metadata:
  name: myapp-hpa
spec:
  scaleTargetRef:
    apiVersion: apps/v1
    kind: Deployment
    name: myapp
  minReplicas: 3
  maxReplicas: 20
  metrics:
    # CPU-based scaling
    - type: Resource
      resource:
        name: cpu
        target:
          type: Utilization
          averageUtilization: 70
    # Memory-based scaling
    - type: Resource
      resource:
        name: memory
        target:
          type: Utilization
          averageUtilization: 80
    # Custom metric (Prometheus)
    - type: Pods
      pods:
        metric:
          name: http_requests_per_second
        target:
          type: 
           
    
      
      
        
           
          
            
               
        
           
           
  
    
       
      
          
           
           
          
           
           
       
    
       
      
          
           
           
          
           
           
       

Vertical Pod Autoscaler (VPA)

apiVersion: autoscaling.k8s.io/v1
kind: VerticalPodAutoscaler
metadata:
  name: myapp-vpa
spec:
  targetRef:
    apiVersion: apps/v1
    kind: Deployment
    name: myapp
  updatePolicy:
    updateMode: "Auto" # Off, Initial, Recreate, Auto
  resourcePolicy:
    containerPolicies:
      - containerName: "*"
        minAllowed:
          cpu: 100m
          memory: 128Mi
        maxAllowed:
          cpu: 2
          memory: 4Gi
        controlledResources: ["cpu", "memory"]

Pod Disruption Budget

apiVersion: policy/v1
kind: PodDisruptionBudget
metadata:
  name: myapp-pdb
spec:
  minAvailable: 2
  # OR
  # maxUnavailable: 1
  selector:
    matchLabels:
      app: myapp

---

Persistent Volumes

PersistentVolume and PersistentVolumeClaim

# Static PersistentVolume
apiVersion: v1
kind: PersistentVolume
metadata:
  name: myapp-pv
  labels:
    type: local
spec:
  storageClassName: manual
  capacity:
    storage: 10Gi
  accessModes:
    - ReadWriteOnce
  persistentVolumeReclaimPolicy: Retain
  hostPath:
    path: /data/myapp
---
# PersistentVolumeClaim
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
  name: myapp-pvc
spec:
  storageClassName: managed-premium # Azure
  accessModes:
    - ReadWriteOnce
  resources:
    requests:
      storage: 10Gi
---
# Using PVC in Pod
apiVersion: v1
kind: Pod
metadata:
  name: myapp
spec:
  containers:
      
       
      
          
           
  
      
      
         

StorageClass

# Azure Disk StorageClass
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
  name: managed-premium
provisioner: disk.csi.azure.com
parameters:
  skuName: Premium_LRS
  cachingMode: ReadOnly
reclaimPolicy: Delete
volumeBindingMode: WaitForFirstConsumer
allowVolumeExpansion: true
---
# AWS EBS StorageClass
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
  name: gp3
provisioner: ebs.csi.aws.com
parameters:
  type: gp3
  iops: "3000"
  throughput: "125"
reclaimPolicy: Delete
volumeBindingMode: WaitForFirstConsumer
allowVolumeExpansion: true

StatefulSet with PVC Template

apiVersion: apps/v1
kind: StatefulSet
metadata:
  name: database
spec:
  serviceName: database
  replicas: 3
  selector:
    matchLabels:
      app: database
  template:
    metadata:
      labels:
        app: database
    spec:
      containers:
        - name: postgres
          image: postgres:15
          ports:
            - containerPort: 5432
          volumeMounts:
            - name: data
              mountPath: /var/lib/postgresql/data
          env:
            - name: POSTGRES_PASSWORD
              valueFrom:
                secretKeyRef:
                  name: postgres-secrets
                  key: password
  volumeClaimTemplates:
    - metadata:
        name: data
      spec:
         []
         
        
          
             

---

Debugging & Troubleshooting

Common Issues Checklist

Issue	Diagnostic Commands
Pod not starting	kubectl describe pod <name>, kubectl get events
CrashLoopBackOff	kubectl logs <pod> --previous, kubectl describe pod
ImagePullBackOff	Check image name/tag, registry credentials
Pending pod	Check resource requests, node capacity, affinity rules
Service not accessible	kubectl get endpoints, verify selectors match
Ingress not working	Check ingress controller, TLS secrets, annotations
PVC pending	Check StorageClass, available PVs
OOMKilled	Increase memory limits, check for memory leaks

Debugging Commands

# Pod debugging
kubectl describe pod <pod-name>
kubectl get pod <pod-name> -o yaml
kubectl logs <pod-name> --all-containers
kubectl logs <pod-name> --previous
kubectl get events --field-selector involvedObject.name=<pod-name>

# Network debugging
kubectl run debug --rm -it --image=nicolaka/netshoot -- /bin/bash
kubectl exec -it <pod> -- curl -v http://service-name:port
kubectl exec -it <pod> -- nslookup service-name
kubectl exec -it <pod> -- nc -zv service-name port

# Node debugging
kubectl describe node <node-name>
kubectl get node <node-name> -o yaml
kubectl top node
kubectl debug node/<node-name> -it --image=ubuntu

# Resource debugging
kubectl get pods -o wide --field-selector status.phase!=Running
kubectl get pods --all-namespaces -o jsonpath='{range .items[?(@.status.phase!="Running")]}{.metadata.namespace}/{.metadata.name}{"\n"}{end}'

# API resources
kubectl api-resources
kubectl explain deployment.spec.strategy
kubectl get --raw /metrics

Debug Container

# Ephemeral debug container
kubectl debug myapp-pod -it \
  --image=busybox \
  --target=app \
  --copy-to=myapp-debug

# Debug with network tools
kubectl debug myapp-pod -it \
  --image=nicolaka/netshoot \
  -- /bin/bash

# Node-level debugging
kubectl debug node/worker-1 -it --image=ubuntu

Common Fixes

# Restart deployment
kubectl rollout restart deployment/myapp

# Force delete stuck pod
kubectl delete pod <pod> --grace-period=0 --force

# Patch deployment
kubectl patch deployment myapp -p '{"spec":{"template":{"metadata":{"annotations":{"restart":"'$(date +%s)'"}}}}}'

# Scale to fix issues
kubectl scale deployment myapp --replicas=0
kubectl scale deployment myapp --replicas=3

# Cordon/drain node
kubectl cordon <node>
kubectl drain <node> --ignore-daemonsets --delete-emptydir-data
kubectl uncordon <node>

# Check resource quotas
kubectl describe resourcequota -n <namespace>
kubectl describe limitrange -n <namespace>

Health Check Patterns

# Comprehensive health checks
spec:
  containers:
    - name: app
      # Startup probe (for slow-starting containers)
      startupProbe:
        httpGet:
          path: /health/startup
          port: 8080
        initialDelaySeconds: 10
        periodSeconds: 10
        failureThreshold: 30

      # Liveness probe (restart if fails)
      livenessProbe:
        httpGet:
          path: /health/live
          port: 8080
        initialDelaySeconds: 0
        periodSeconds: 15
        timeoutSeconds: 5
        failureThreshold: 3

      # Readiness probe (remove from service if fails)
      readinessProbe:
        httpGet:
          path: /health/ready
          port: 8080
        initialDelaySeconds: 0
        periodSeconds: 5
        timeoutSeconds: 3
        failureThreshold: 3

---

Deployment Patterns

Blue-Green Deployment

# Blue deployment (current)
apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp-blue
  labels:
    app: myapp
    version: blue
spec:
  replicas: 3
  selector:
    matchLabels:
      app: myapp
      version: blue
  template:
    metadata:
      labels:
        app: myapp
        version: blue
    spec:
      containers:
        - name: app
          image: myapp:v1
---
# Green deployment (new version)
apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp-green
  labels:
    app: myapp
    version: green
spec:
  replicas: 3
  selector:
    matchLabels:
      app: 
       
  
    
      
         
         
    
      
          
           


 
 

   

  
     
      
  
      
       

Canary Deployment

# Stable deployment (90%)
apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp-stable
spec:
  replicas: 9
  selector:
    matchLabels:
      app: myapp
      track: stable
  template:
    metadata:
      labels:
        app: myapp
        track: stable
    spec:
      containers:
        - name: app
          image: myapp:v1
---
# Canary deployment (10%)
apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp-canary
spec:
  replicas: 1
  selector:
    matchLabels:
      app: myapp
      track: canary
  template:
    metadata:
      labels:
        app: myapp
        track: canary
    
      
          
           


 
 

   

  
      
  
      
       

Rolling Update Configuration

apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp
spec:
  replicas: 10
  strategy:
    type: RollingUpdate
    rollingUpdate:
      maxSurge: 2 # Can exceed replicas by 2
      maxUnavailable: 1 # At most 1 unavailable during update
  template:
    spec:
      containers:
        - name: app
          image: myapp:v2
          readinessProbe:
            httpGet:
              path: /ready
              port: 8080
            initialDelaySeconds: 5
            periodSeconds: 5
      # Ensure graceful shutdown
      terminationGracePeriodSeconds: 60

Multi-Environment Setup

# Development
helm upgrade --install myapp ./chart \
  -f values.yaml \
  -f values.dev.yaml \
  --namespace dev

# Staging
helm upgrade --install myapp ./chart \
  -f values.yaml \
  -f values.staging.yaml \
  --namespace staging

# Production
helm upgrade --install myapp ./chart \
  -f values.yaml \
  -f values.prod.yaml \
  --namespace production \
  --wait \
  --timeout 10m

---

Best Practices Summary

Security

• ✅ Run containers as non-root
• ✅ Use read-only root filesystem
• ✅ Drop all capabilities, add only what's needed
• ✅ Use Network Policies to restrict traffic
• ✅ Store secrets in external secret managers
• ✅ Enable Pod Security Standards
• ✅ Use RBAC with least privilege
• ✅ Scan images for vulnerabilities

Reliability

• ✅ Set resource requests and limits
• ✅ Configure liveness and readiness probes
• ✅ Use Pod Disruption Budgets
• ✅ Spread pods across zones (topology spread)
• ✅ Use anti-affinity for critical workloads
• ✅ Configure appropriate replica counts
• ✅ Enable HPA for variable workloads

Operations

• ✅ Use namespaces for isolation
• ✅ Label everything consistently
• ✅ Use Helm or Kustomize for templating
• ✅ Version control all manifests
• ✅ Implement GitOps workflows
• ✅ Monitor with Prometheus/Grafana
• ✅ Centralize logging (Loki, ELK)
• ✅ Document runbooks for common issues