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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 163: codify rollback triggers on `Audit-ready portfolio evidence` — memo `559943 [163]`

Lesson 163: Audit-ready portfolio evidence

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Audit-ready portfolio evidence:163 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-28215
route: support_rag_v3
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_5

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 163 Bump 19.