Polish AI Labs density
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@@ -3175,3 +3175,38 @@ Limitations:
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Next recommended pass:
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- Continue with AI Labs run-form hierarchy and detection/segmentation result density after this pass is deployed and visually checked.
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## Sprint 88 AI Labs density polish (2026-06-20)
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Changed:
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- Wrapped Detection Lab and Segmentation Lab in shared `ai-lab-shell` workspace shells.
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- Grouped model registry states into `ai-lab-model-surface` with a shared `ai-lab-state-stack`.
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- Grouped run controls into `ai-lab-run-surface`.
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- Grouped persisted detection/segmentation result loading and tables into `ai-lab-results-surface`.
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- Grouped QA controls and metric summaries into `ai-lab-qa-surface`.
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- Added shared AI Lab CSS contracts for compact model grids, form grids and summary grids.
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- Added `backend/tests/test_sprint88_ai_lab_density.py`.
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- Updated `frontend/README.md`, `docs/TODO.md` and `CHANGELOG.md`.
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Tested:
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- Red step: `python -m pytest backend/tests/test_sprint88_ai_lab_density.py -q` failed on missing AI Lab shells/surfaces and CSS contracts.
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- `python -m pytest backend/tests/test_sprint88_ai_lab_density.py backend/tests/test_sprint8c_detection_visualization_qa.py backend/tests/test_sprint9_segmentation_foundation.py backend/tests/test_sprint39_frontend_orchestration_hooks.py backend/tests/test_sprint47_workbench_interaction_smoke.py -q` (`34 passed`)
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- `cd frontend && npm run typecheck`
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- `cd frontend && npm run build`
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- Local browser UI check against `http://127.0.0.1:5174` passed on desktop and mobile: Detection/Segmentation shells and model/run/result/QA surfaces rendered, no horizontal overflow and no console warnings/errors. The local-only screenshot showed expected API 500 states because only the frontend Vite server was running.
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- First full readiness run caught legacy AI Lab static contract expectations for exact `lab-block` and `result-summary-card` class names. Kept those compatibility anchors while preserving the new AI Lab surfaces.
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- `python -m pytest backend/tests/test_sprint50_workspace_usability_polish.py backend/tests/test_sprint75_ai_labs_mobile_polish.py backend/tests/test_sprint88_ai_lab_density.py -q` (`8 passed`)
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- `bash scripts/run_readiness_check.sh` (`299 passed`; frontend typecheck/build passed; Alembic head `202606120900`; live smoke syntax passed)
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- Tower deploy via `scripts/deploy_tower.ps1` rebuilt and restarted the all-in-one container on `http://192.168.10.150:1202`.
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- Tower deploy live migration smoke passed with PostGIS `3.6 USE_GEOS=1 USE_PROJ=1 USE_STATS=1` and required runtime schema objects present.
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- Browser runtime verification passed for frontend, proxied API and icon.
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- Live browser AI Labs check against `http://192.168.10.150:1202` passed on desktop and mobile: Detection/Segmentation shells and model/run/result/QA surfaces rendered, no horizontal overflow and no console warnings/errors.
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Open:
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- None known after full readiness, Tower deploy and live browser validation.
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Limitations:
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- Frontend AI Labs presentation hierarchy only; no detection/segmentation behavior, API contract, persistence, migration, provider fetching or AI/model changes.
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Next recommended pass:
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- Continue with export/system final visual consistency or live workflow guidance once this pass is deployed and visually checked.
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