Production-grade platform engineering handbook — Kubernetes, Terraform, Flux CD, GitHub Actions, AWS, and more.
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Working examples for KEDA (Kubernetes Event-Driven Autoscaling) ScaledObject and ScaledJob configurations.
| File | Trigger | Use case |
|---|---|---|
| scaledobject-sqs.yaml | AWS SQS + IRSA | Scale a Deployment based on SQS queue depth |
| scaledobject-prometheus.yaml | Prometheus + Cron | Scale on HTTP request rate with business-hours floor |
| scaledobject-kafka.yaml | Kafka SASL/TLS | Scale on consumer group lag |
| scaledobject-cron.yaml | Cron + Prometheus safety net | Scheduled scaling with weekday/weekend windows + spike protection |
| scaledjob-sqs.yaml | AWS SQS + IRSA | Create one Job per SQS message (batch processing) |
# Install KEDA
helm repo add kedacore https://kedacore.github.io/charts
helm upgrade --install keda kedacore/keda \
--namespace keda --create-namespace --version 2.14.0
# Apply a ScaledObject
kubectl apply -f scaledobject-sqs.yaml
# Check status
kubectl get scaledobject -n orders
kubectl describe scaledobject orders-processor -n ordersAll examples use either IRSA (AWS) or a TriggerAuthentication referencing a Kubernetes Secret. Never commit static credentials to Git — use External Secrets Operator to render the Secret at runtime.
See references/keda.md for the full reference guide.
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