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Proposed Improvements Backlog
Codex should add ideas here instead of silently expanding scope.
Format
## Title
Status: proposed
Area: backend/frontend/geospatial/AI/devops/docs
Reason:
Impact:
Risk:
Recommended milestone:
Initial Suggested Future Improvements
STAC-Based Sentinel Integration
Status: proposed Area: data/raster Reason: A STAC workflow would make Sentinel integration cleaner and more reproducible. Impact: High for V2 remote sensing. Risk: Medium dependency complexity. Recommended milestone: V2.
QGIS Export Package
Status: proposed Area: export/GIS Reason: Pack GeoJSON, styles and metadata so results open cleanly in QGIS. Impact: High portfolio relevance. Risk: Low. Recommended milestone: V1.1.
Model Registry UI
Status: proposed Area: AI/MLOps Reason: Allows tracking model versions, classes and evaluation metrics. Impact: High for V3. Risk: Medium. Recommended milestone: V3.