aj-geddes/useful-ai-prompts7 files

Canary Deployment

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Specification
Skill ID
aj-geddes/useful-ai-prompts/canary-deployment
Publisher
aj-geddes
Repository
useful-ai-prompts
Installs
0
Files
7
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

aj-geddes/useful-ai-prompts/canary-deploymentInstalls these files
  • SKILL.md
  • references/automated-canary-promotion.md
  • references/istio-based-canary-deployment.md
  • references/kubernetes-native-canary-script.md
  • references/metrics-based-canary-analysis.md
  • scripts/scaffold-tests.sh
  • templates/test-template.js

What this skill tells the agent

Canary Deployment

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

Use this skill in a project

Open any RiverX project, search the Skills panel for aj-geddes/useful-ai-prompts/canary-deployment, and install it in one click.

Use this skill