Deploy managed portal with Docker

task_plan.md

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+# Managed Portal Deployment Plan
+
+## Goal
+Deploy `/Users/yoilun/code/managed-portal` to `xiaozheng@192.168.5.185`, including local model weights/assets, run it with Docker, and configure startup on boot.
+
+## Phases
+- [complete] Inspect local project layout, Docker files, and weight/artifact locations.
+- [complete] Inspect target host prerequisites and choose deploy path.
+- [complete] Sync project contents to target host without losing required assets.
+- [complete] Build/start Docker services on target host.
+- [complete] Configure boot autostart and verify service health.
+
+## Decisions
+- Preserve existing local uncommitted changes.
+- Prefer Docker Compose restart policies for boot autostart when Docker service is enabled.
+
+## Errors Encountered
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+| First SSH inspect command returned no remote output after password prompt | Attempt 1 | Retry with cleaner `expect` argument grouping for the remote `sh -lc` command. |
+| macOS system `rsync` does not support `--info=progress2` | Sync attempt 1 | Retry with portable `--progress --stats`. |
+| `people-flow-project` pip resolver downloaded multiple OpenCV wheels during Docker build | Build attempt 1 | Interrupted build, pinned OpenCV packages to `4.11.0.86`, and split pip install into separate Docker cache layers. |
+| Initial API verification used `/api/managed/services` | Verification attempt 1 | Checked local routes and verified the correct endpoint `/api/managed-services`. |