- Backend: getPreviewInfo() in KubernetesService auto-patches ClusterIP
service to NodePort for direct external access
- Backend: GET /applications/:id/preview endpoint returns access URL
with nodePort, host IP (extracted from kubeconfig), and ingress URL
- Frontend: '🌐 Preview' button on app detail page (visible when running)
opens the deployed app in a new browser tab via NodePort URL
- Tested: service patched to NodePort 30107 successfully
- Backend: getResourceUsage() method in KubernetesService fetches real-time
CPU/Memory metrics from K8s metrics-server API per pod
- Backend: updateResources() method patches live K8s deployments with new
CPU/Memory requests+limits and replica count
- Backend: GET /applications/:id/resources endpoint for monitoring
- Backend: PATCH /applications/:id/resources endpoint for scaling
- Backend: ScaleResourcesDto with validation for resource fields
- Frontend: Resource monitoring card with per-pod CPU/Memory progress bars
(color-coded: green < 50%, yellow < 80%, red > 80%)
- Frontend: Pod status table showing phase, readiness, restarts
- Frontend: Scaling controls for CPU request/limit, memory request/limit,
and replicas with +/- buttons
- Frontend: Auto-refresh metrics every 5 seconds when monitoring is open
- Frontend: parseCpuToMillicores/parseMemoryToMi helpers for metric parsing
keyhan