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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 167: stress-test tool permissions on `Audit-ready portfolio evidence` — memo `265015 [167]`

Lesson 167: Audit-ready portfolio evidence

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Audit-ready portfolio evidence:167 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-28907
route: support_rag_v7
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_2

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 167 Bump 10.