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