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LLMOps Intermediate — 046: pair eval regressions on `Vector index stewardship` — memo `834670 [46]`

Lesson 046: Vector index stewardship

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Vector index stewardship:46 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-7962
route: support_rag_v6
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_5

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 46 Bump 29.