# M10 Ultra Preparation Pack

This folder contains the additional control layer for making GeoIntel as autonomous-build-ready as possible for Codex.

Purpose:
- remove hidden architecture ambiguity;
- give Codex concrete implementation contracts;
- define allowed freedom versus frozen decisions;
- provide validation and recovery procedures;
- prevent common GIS/AI/web-app regressions;
- make each build pass reviewable without manual guessing.

M10 does not replace the previous documentation. It adds the final execution scaffolding around it.