Initial public release

2026-08-31 21:56:53 +02:00
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+# M4 Autonomous Build Readiness
+
+This milestone converts GeoIntel from an implementation-ready blueprint into an autonomous-build package for Codex.
+
+## Goal
+Codex must be able to start from the repository root, read the contracts, build the foundation, and keep moving through backend, frontend, GIS processing, AI pipeline stubs, QA/QC, tests and documentation without making new product or architecture decisions.
+
+## M4 Adds
+- Sprint board with sequential implementation lanes.
+- Module-level build contracts.
+- Acceptance-test catalog per module.
+- Frontend state and page contracts.
+- Backend service IO contracts.
+- Example API responses and error shapes.
+- Job lifecycle contract.
+- Model registry seed contract.
+- Demo fixture manifest.
+- Codex prompts per autonomous build pass.
+- Final readiness checklist.
+
+## Golden Rule
+When code conflicts with documentation, documentation wins unless an explicit ADR is added.
+
+## Build Priority
+1. Running local stack.
+2. Database models and migrations.
+3. API contracts.
+4. Dataset manager.
+5. Map workspace.
+6. Raster/vector metadata flows.
+7. Analysis run lifecycle.
+8. Detection/segmentation job shells with deterministic demo mode.
+9. QA/QC engine.
+10. Exports.
+11. Polish, tests and documentation.
+
+## Do Not Build Yet
+- Full LiDAR workbench.
+- Full training studio.
+- QGIS plugin.
+- Cloud deployment.
+- Real production-grade model training.
+- Complex user auth.