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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 169: trace index lag on `Audit-ready portfolio evidence` — memo `142635 [169]`

Lesson 169: Audit-ready portfolio evidence

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Audit-ready portfolio evidence:169 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-29253
route: support_rag_v2
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_4

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 169 Bump 16.