Deploy managed portal with Docker

findings.md

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+# Managed Portal Deployment Findings
+
+## Local
+- Project root: `/Users/yoilun/code/managed-portal`.
+- Existing Docker files: root `Dockerfile`, `deploy/docker-compose.yml`, managed service Dockerfiles.
+- Git worktree has uncommitted changes; deployment should use the current filesystem state.
+- Docker Compose services: `managed-portal`, `store-dwell-alert`, `people-flow-project`, `managed-portal-web`.
+- Compose exposes web UI on `${MANAGED_PORTAL_WEB_PORT:-13000}` and uses `restart: unless-stopped` for all services.
+- Model weights/assets found:
+  - `managed/people_flow_project/weights` is about 1.1G and includes YOLO plus DeepFace `.h5` files.
+  - `managed/store_dwell_alert/weights` is about 5.4M and includes `yolo11n.pt`.
+- Root `.dockerignore` excludes `managed`, but the managed service images build from their own contexts under `managed/`, so their weights remain part of those build contexts.
+
+## Remote
+- Host `192.168.5.185` is Ubuntu Linux x86_64, kernel `6.8.0-111-generic`.
+- User `xiaozheng` has sudo group membership.
+- Disk space: `/` has about 824G available.
+- Docker is installed: `Docker version 29.4.2`.
+- Docker Compose is installed: `Docker Compose version v5.1.3`.
+- `systemctl` is available.
+- Remote deploy path: `/home/xiaozheng/code/managed-portal`.
+- Remote GPU: NVIDIA GeForce RTX 3080, with Docker `nvidia` runtime available.
+- Remote weight files verified by path and byte size.
+- Docker service is enabled on boot.
+- Running containers:
+  - `managed-portal`
+  - `managed-portal-web`
+  - `people-flow-project`
+  - `store-dwell-alert`
+- `people-flow-project` and `store-dwell-alert` report healthy in Compose.
+- Web UI is exposed on `http://192.168.5.185:13000/`.
+- Managed services API is available through the web proxy at `/api/managed-services`.