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M0 Handoff Summary
What this repo is prepared for
This repository is prepared for a backend-first Codex build of GeoIntel Kempen: a GeoAI Workbench focused on raster/vector processing, object detection, segmentation, GRB/reference QA and GIS exports.
Read first
Codex should read these documents before coding:
- README.md
- docs/SPECIFICATION_FREEZE_M0.md
- docs/V1_SCOPE_FREEZE.md
- docs/DATASET_STRATEGY.md
- docs/SERVICE_ARCHITECTURE.md
- docs/REPOSITORY_CONVENTIONS.md
- docs/CODEX_EXECUTION_PLAN.md
- docs/ACCEPTANCE_CRITERIA.md
Build target
The first meaningful target is Demo 1: Building Detection + GRB/reference QA.
First implementation pass
Start with Pass 1 in docs/CODEX_EXECUTION_PLAN.md.
Important mindset
This is not a dashboard-first app. It is an engineering workbench. A plain UI with correct GIS pipelines is better than a polished UI with fake outputs.