Kubernetes Production

Cluster Components

• API services
• Crawler workers
• Ranking workers
• AI processing workers

Infrastructure Baseline

• Managed Kubernetes (AWS EKS or equivalent)
• Horizontal Pod Autoscaling
• Service mesh for traffic control and observability

Deployment Guidelines

• Use Helm charts for repeatable releases.
• Separate namespaces by environment and service domain.
• Roll out worker pools independently from API services to reduce risk.