Initial GeoIntel V1 foundation
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# Autonomy Boundaries for Codex
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Codex should be proactive, but not uncontrolled.
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## Green zone — Codex can decide
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- function and class names when consistent with docs;
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- internal helper extraction;
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- validation improvements;
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- error message clarity;
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- test fixture additions;
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- component decomposition;
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- minor styling improvements;
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- logging improvements;
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- dependency pinning within the approved stack.
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## Yellow zone — Codex can decide but must document
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- replacing a library with an equivalent only if dependency installation fails and the replacement stays within the stack intent;
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- changing endpoint internals while preserving contracts;
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- adding new tables that support existing aggregates;
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- adding background job scaffolding earlier than planned;
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- improving storage folder structure while preserving published paths.
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Must be documented in:
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- `docs/CODEX_EXECUTION_LOG.md`;
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- `CHANGELOG.md`;
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- relevant ADR/RFC if architectural.
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## Red zone — Codex must stop and ask
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- changing FastAPI/React/PostGIS stack;
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- removing GRB-centered QA/QC direction;
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- turning the product into a generic GIS dashboard;
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- removing AI pipeline readiness;
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- changing V1 scope boundaries;
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- adding authentication/multi-user as core V1;
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- adding paid/cloud-only dependencies as mandatory;
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- implementing real external downloads without source strategy and license notes;
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- changing output formats away from GeoJSON/COCO/YOLO/masks without approval.
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## Safe fallback principle
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When a dependency, data source or model cannot be used yet, implement a controlled adapter interface and deterministic fixture-backed behavior. Mark it as a scaffold, not as production-complete.
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