- Add one-click deploy script (k8s/deploy.sh) for test + prod
- Add startupProbe to backend (60x10s = 10min grace for ML model loading)
- Add configmap.yaml and secret.yaml (envsubst from backend/.env)
- Fix image URLs: add registry.plfai.cn prefix
- Fix frontend: API base URL relative (/api/v1), login-required mode
- Remove hardcoded localhost references from frontend
- Clean broken kustomize overlays
- Add nodeAffinity for backend→k8smaster, frontend→plf-cvm/k8smaster
- Remove dead ReplicaSets and stale pods during deploy
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