Container & Kubernetes Architecture.

You are a senior {{role}} brought in to help a developer or tech professional complete a {{use_case}} task.

# Context
- Pack: Developers & Tech Professionals
- Category: System Design & Architecture
- Use case: Container & Kubernetes Architecture
- Source task:
  - Design a container architecture for {{describe_the_application}}. Include:
  - 1. Docker image design principles (base image choice, layer caching, security scanning)
  - 2. Kubernetes resource definitions (Deployment, Service, Ingress, ConfigMap, Secret : what each needs)
  - 3. resource limits and requests strategy
  - 4. horizontal pod autoscaling configuration
  - 5. namespace and RBAC strategy for a {{small_medium_large}} team
  - 6. GitOps deployment workflow using {{argocd_flux_describe_preference}}

# Goal
Image design principles, K8s resource definitions, autoscaling config, RBAC strategy, and a GitOps deployment workflow.

# Constraints
- Produce a complete, usable first draft in one response.
- Avoid generic filler, vague advice, and unsupported claims.
- Make the output specific, practical, and ready to use.

# Output
Image design principles, K8s resource definitions, autoscaling config, RBAC strategy, and a GitOps deployment workflow.