Canary Deployment
SkillCloud & infraImplement 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.
No other account needed.
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:
| Guide | Contents |
|---|---|
| Istio-based Canary Deployment | Istio-based Canary Deployment |
| Kubernetes Native Canary Script | Kubernetes Native Canary Script |
| Metrics-Based Canary Analysis | Metrics-Based Canary Analysis |
| Automated Canary Promotion | Automated 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
- 339
- Forks
- 55
- Last commit
- Mar 2026
Advanced
- Catalog kind
- skill
- Gateway key
canary-deployment- Source
- github.com/aj-geddes/useful-ai-prompts