canary-deployment

Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

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Install skill "canary-deployment" with this command: npx skills add aj-geddes/useful-ai-prompts/aj-geddes-useful-ai-prompts-canary-deployment

Canary Deployment

Table of Contents

Overview

Deploy new versions gradually to a small percentage of users, monitor metrics for issues, and automatically rollback or proceed based on predefined thresholds.

When to Use

  • Low-risk gradual rollouts
  • Real-world testing with live traffic
  • Automatic rollback on errors
  • User impact minimization
  • A/B testing integration
  • Metrics-driven deployments
  • High-traffic services

Quick Start

Minimal working example:

# canary-deployment-istio.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: myapp-v1
  namespace: production
spec:
  replicas: 3
  selector:
    matchLabels:
      app: myapp
      version: v1
  template:
    metadata:
      labels:
        app: myapp
        version: v1
    spec:
      containers:
        - name: myapp
          image: myrepo/myapp:1.0.0
          ports:
            - containerPort: 8080

---
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Istio-based Canary DeploymentIstio-based Canary Deployment
Kubernetes Native Canary ScriptKubernetes Native Canary Script
Metrics-Based Canary AnalysisMetrics-Based Canary Analysis
Automated Canary PromotionAutomated Canary Promotion

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values

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