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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 056: pair eval regressions on `Eval harness hardening` — memo `547654 [56]`

Lesson 056: Eval harness hardening

Focus

Swap placeholder nouns for your internal service names immediately. Token Eval harness hardening:56 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-9693
route: support_rag_v6
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_3

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 56 Bump 19.