Canary Deployment

SkillCloud & infra

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

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Canary Deployment skill

What this skill tells your AI

The instructions your AI receives, as published by aj-geddes/useful-ai-prompts in skills/canary-deployment/SKILL.md and read by ahel’s review.

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

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

Signals

GitHub stars
336
Forks
55
Last commit
Mar 2026
Advanced
Catalog kind
skill
Gateway key
canary-deployment
Source
github.com/aj-geddes/useful-ai-prompts