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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 057: compress prompt surface on `Eval harness hardening` — memo `851833 [57]`

Lesson 057: Eval harness hardening

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Eval harness hardening:57 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-9866
route: support_rag_v7
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_3

Practice

Practice List five adversarial prompts using your org's domain nouns. — 57 Bump 23.