This handles gradual rollouts by sending a small percentage of traffic to a new version while monitoring for issues. You get automatic rollback based on metrics, which beats the nail-biting alternative of flipping everything at once and hoping. The skill includes Istio-based implementations, Kubernetes-native scripts, and metrics analysis configs. Best suited for high-traffic services where you need real-world validation before going wide. The automated promotion piece is genuinely useful if you're tired of babysitting deployments at 2am. Works well with A/B testing if you're already tracking user-level metrics.

skills.sh installs
426
GitHub stars
379
last updated
Aug 21, 2026

Install

$ npx -y skills add aj-geddes/useful-ai-prompts --skill canary-deployment --agent claude-code

Installs into .claude/skills of the current project.

Files

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

Sponsors

Details

Repository
github.com/aj-geddes/useful-ai-prompts
Category
AI & Agent Building
First seen
Jun 3, 2026

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