Initial public release

2026-08-31 21:56:53 +02:00
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+# Proposed Improvements Backlog
+
+Codex should add ideas here instead of silently expanding scope.
+
+## Format
+
+```md
+## 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.