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ModelForge/docs/architecture/adr/0027-deterministic-pipeline-advisor.md

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ADR-0027: Deterministic Advisor recommendations for retrieval pipelines

Status

Accepted — 2026-08-25.

Decision

Advisor derives pipeline metrics from completed fixed-pool runs and applies the same hard gates as embedding recommendations. Typed target kind, verdict, evidence level, deltas, migration impact and blockers are persisted. No weighted popularity score or automatic action is allowed.

Consequences

KEEP_CURRENT is a successful evidence result. A future reranker recommendation can be expressed without implying an embedding-space change or reindex.