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ModelForge/docs/architecture/adr/0004-embedding-upgrades-require-migration.md

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# ADR-0004: Embedding-space changes require explicit migration
**Status:** Accepted
## Decision
A deployment change for a vector-producing capability is `requires_reindex` unless compatibility has been explicitly proven by the capability contract.
## Required migration shape
1. create a shadow index/version;
2. backfill using the candidate embedding deployment;
3. validate corpus and counts;
4. execute project-specific retrieval benchmarks/shadow queries;
5. promote the new index atomically;
6. retain old index and deployment for rollback until retention expires.
Matching vector dimension alone is never evidence of semantic compatibility.