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Enterprise knowledgeLesson 5 of 5
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Enterprise knowledge: validate and carry forward

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From the Staff AI System Design course
By
Sourav Banerjee
Last updated
8 Nov 2026

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Self-Test and Memory Card

  1. What is immutable? Each tenant/document/version object identity and its content, not the current publication pointer.
  2. What does a tombstone prevent? Older observed events from reviving visible deleted content.
  3. When is a relevant hit unusable? Wrong tenant, unreadable policy, deleted or mismatched current version.
  4. Why re-fetch trusted text? A caller can forge a search-hit body even when it names an existing allowed document.
  5. What does the local fixture not prove? Real connector freshness, distributed publication, model faithfulness, or physical erasure.

The 60-second card: durable source event; immutable version; coherent publication; rank within trusted scope; recheck before context; cite exact passage; refuse without evidence. Review after about one, seven, and 21 days.

  • Explain ingestion, publication, and answer grounding in two minutes without notes.
  • Draw the durable Queue/Worker path and the trusted context gate.
  • Defend lexical versus semantic/hybrid retrieval under this corpus.
  • Diagnose stale, deleted, revoked, and partially published evidence with a concrete signal.
  • Run/modify the version, relevance, and negative-access tests; learner completion remains unassessed.

Record the Change and Its Limits

ADR-003 records the versioned retrieval choice. The stage snapshot preserves actual evidence.

A later T18.5 may add stateless app replicas and caching when this path faces broader enterprise traffic. It must preserve authoritative version/permission checks and citeable source identities; a cache hit cannot grant access. No advanced governance, embedding deployment, or evaluation platform is added here.

Primary References

Sources checked 2 November 2026. Numbers and fixture text are authored examples. Execution evidence and untested integrations are in validation.

Key Takeaways

  • Each tenant, document and version object and its content is immutable. The current publication pointer is not.
  • A relevant hit is unusable when it belongs to the wrong tenant, the reader is not allowed, or the document is deleted or no longer the current version. Re-fetch stored text, because a caller can forge a hit body.
  • The local fixture does not prove real connector freshness, distributed publication, model faithfulness or physical erasure.
  • A cache hit can never grant access. Any caching added for scale must keep the authoritative version and permission checks and citeable source identities.

Rate your confidence and keep notes on the module page.