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# M9 Regression Map
These are the most likely regressions during autonomous builds.
## API Envelope Drift
Risk: some endpoints return raw data while others return envelopes.
Prevention:
- central response helper,
- API client tests,
- sample responses.
## Geometry Stored Incorrectly
Risk: GeoJSON stored as text everywhere.
Prevention:
- PostGIS geometry columns,
- schema tests,
- validation utilities.
## Demo Data Masquerades as Real Data
Risk: UI shows fixture metrics without labeling them.
Prevention:
- source_mode field,
- demo badge,
- no fallback-to-fixture for external failures.
## Frontend State Duplication
Risk: every component fetches differently.
Prevention:
- central API client,
- shared hooks,
- state contracts.
## Heavy AI Implemented Too Early
Risk: Codex spends time on YOLO/SAM before storage and datasets work.
Prevention:
- pass scorecards,
- V1 ordering,
- disabled state for model features.
## CRS Ignored
Risk: area/length values wrong.
Prevention:
- CRS field mandatory,
- projected calculations documented,
- geospatial edge cases.
## Docs Not Updated
Risk: implementation diverges from specs.
Prevention:
- Definition of Done includes docs,
- execution log mandatory.
## Root Folder Pollution
Risk: scripts and generated outputs appear at root.
Prevention:
- repository conventions,
- review script.