Initial public release

tickets/T-001-backend-skeleton.md

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+# Backend Skeleton
+
+## Objective
+Create FastAPI app, config loader, health endpoint, diagnostics endpoint, error taxonomy, logging, pytest setup.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-002-database-foundation.md

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+# Database Foundation
+
+## Objective
+Add PostGIS-ready database layer, migrations, core tables, geometry columns, created/updated timestamps.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-003-project-area-domain.md

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+# Project and Area Domain
+
+## Objective
+Implement project CRUD and area CRUD with GeoJSON validation, CRS handling, area calculation, and tests.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-010-dataset-manager.md

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+# Dataset Manager
+
+## Objective
+Implement upload/register/list/detail dataset flows, storage path policy, metadata status state machine, and file validation.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-011-vector-processing.md

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+# Vector Processing
+
+## Objective
+Implement GeoJSON import, metadata extraction, CRS transform, clipping, basic metrics, and invalid geometry handling.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-012-raster-processing.md

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+# Raster Processing
+
+## Objective
+Implement raster metadata extraction, band info, bounds, resolution, overviews awareness, and safe no-preview state if unsupported.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-020-frontend-foundation.md

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+# Frontend Foundation
+
+## Objective
+Implement React app shell, routing, API client, status provider, layout, navigation, and state machine utilities.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-021-map-workbench.md

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+# Map Workbench
+
+## Objective
+Implement MapLibre view, drawing/importing area, layer toggles, dataset overlays, selected feature inspect panel.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-022-dataset-ui.md

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+# Dataset UI
+
+## Objective
+Implement dataset upload/list/detail/status/error/empty states and link to map layers.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-030-detection-adapter.md

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+# Detection Adapter
+
+## Objective
+Implement detection analysis run, adapter interface, demo adapter, result persistence, GeoJSON result endpoint.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-031-qaqc-engine.md

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+# QA/QC Engine
+
+## Objective
+Implement matching between predicted/reference polygons, IoU/precision/recall/F1, output layers and tests.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-032-export-engine.md

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+# Export Engine
+
+## Objective
+Implement GeoJSON export for projects/areas/datasets/detections/QA findings with manifest metadata.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/T-033-demo-workflow.md

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+# Demo Workflow
+
+## Objective
+Create guided Geel demo using fixtures to exercise area -> reference -> detection -> QA -> export workflow.
+
+## Required Inputs
+- Read relevant docs in `docs/` and `docs/18-ultra-prep/`.
+- Keep V1 scope frozen.
+
+## Acceptance Criteria
+- [ ] API or UI path works.
+- [ ] Errors are typed.
+- [ ] Tests cover happy path and one failure path.
+- [ ] Documentation/TODO updated.
+- [ ] No fake success states.
+
+## Out of Scope
+- LiDAR
+- Training Studio
+- MLOps
+- QGIS plugin
+- Undocumented architecture changes

tickets/TICKET_INDEX.md

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+# Ticket Index
+
+This folder translates the blueprint into implementation-ready tickets.
+
+## Foundation
+- `T-001-backend-skeleton.md`
+- `T-002-database-foundation.md`
+- `T-003-project-area-domain.md`
+
+## Data
+- `T-010-dataset-manager.md`
+- `T-011-vector-processing.md`
+- `T-012-raster-processing.md`
+
+## Frontend
+- `T-020-frontend-foundation.md`
+- `T-021-map-workbench.md`
+- `T-022-dataset-ui.md`
+
+## AI/QA
+- `T-030-detection-adapter.md`
+- `T-031-qaqc-engine.md`
+- `T-032-export-engine.md`
+- `T-033-demo-workflow.md`