ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill canary-deployment --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/canary-deploymentContext preview
The summary Claude sees to decide when to auto-load this skill.
Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.
name: canary-deployment description: > Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.
Deploy new versions gradually to a small percentage of users, monitor metrics for issues, and automatically rollback or proceed based on predefined thresholds.
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)Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Istio-based Canary Deployment](references/istio-based-canary-deployment.md) | Istio-based Canary Deployment | | [Kubernetes Native Canary Script](references/kubernetes-native-canary-script.md) | Kubernetes Native Canary Script | | [Metrics-Based Canary Analysis](references/metrics-based-canary-analysis.md) | Metrics-Based Canary Analysis | | [Automated Canary Promotion](references/automated-canary-promotion.md) | Automated Canary Promotion |
488 production-ready AI prompts, all following a standardized template with validated quality gates. Transform ChatGPT, Claude, and other AI assistants into expert consultants.
Repo: aj-geddes/useful-ai-prompts
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