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feat: simplify regional end user workbench
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2026-07-14 21:40:32 +02:00
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## Sprint 193 End-user regional workbench simplification (2026-07-14)
Changed:
- Made `Kempen Regional Workbench` the automatic complete data context before the municipality fallback and removed the primary map's project-level region selector.
- Kept the 28 municipality Areas plus the complete region available as one spatial work-area selector over the already loaded regional datasets.
- Simplified the visible shell and moved technical project runs, raw source metadata, QA internals, provider capabilities, export history and AI diagnostics into explicit advanced disclosures.
- Defaulted Detection Lab to `yolo-configured`, threshold `0.15`, the active local asset and automatic non-mutating preflight checks.
- Added end-user workbench contract tests without changing backend API contracts, migrations, persistence or model execution.
AI evidence:
- The configured Tower runtime reports PyTorch `2.13.0+cpu`, Ultralytics `8.4.95`, a valid local active model file and a successful model-load preflight; CUDA is not available.
- The retained active profile records precision `0.5898`, recall `0.5770` and F1 `0.5825` over seven positive AOIs with zero detections in the empty-background control.
- No automatic download or blind retraining was introduced. The 48 false-positive and 48 false-negative review decisions remain a required gate before constructing another training corpus.
Tested before deployment:
- `bash scripts/run_readiness_check.sh` passed with `560 passed`, backend compile, one Alembic head (`202607140001`), frontend typecheck/build and live-smoke syntax validation.
- `python -m alembic upgrade head --sql` generated a 30,166-byte offline migration plan successfully; `bash -n scripts/live_migration_smoke.sh` passed.
- The false-positive review validator returned the expected `review_required` gate with all 48 selected decisions still `unreviewed`; no unreviewed QA mismatch was promoted into training data.
- Local Docker validation was unavailable because the Windows workstation has no Docker CLI; live container/PostGIS validation remains part of the Tower deployment pass.
Next:
- Extend official population and modern land-use time series from Mol to all 28 municipalities, then expose a guided raster-import and configured-detection run over a drawn map selection.
## Sprint 191 Regional Kempen GRB context foundation (2026-07-14)
Changed: