geointel/geointel/docs/M0_HANDOFF_SUMMARY.md

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:

1. README.md
2. docs/SPECIFICATION_FREEZE_M0.md
3. docs/V1_SCOPE_FREEZE.md
4. docs/DATASET_STRATEGY.md
5. docs/SERVICE_ARCHITECTURE.md
6. docs/REPOSITORY_CONVENTIONS.md
7. docs/CODEX_EXECUTION_PLAN.md
8. 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.