AI Engineering5 min readchapterQuick Read
Knowledge, Context, and Retrieval Pipeline Specification
Specify the governed path from registered source to immutable, attributable context package.
Status: Review readyRisk: highLifecycle: plan · execute · verify · learnContent reviewed 2026-08-30Maturity guide →
Claim boundaryThis is curriculum guidance. It does not by itself prove a production implementation.
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- Purpose: Specify the governed path from registered source to immutable, attributable context package.
- Critical ordering: Authenticate requester and apply permission and tenant filters before ranking or model exposure.
- Reproducibility: Retain exact source, transformation, index, query, ranking, policy, and context-package versions.
- Revocation: Corrections, deletion, reclassification, and compromise must propagate to indexes, caches, packages, evidence, and active work.
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