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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 149: rehearse canary cutover on `Research-to-production bridges` — memo `168513 [149]`

Lesson 149: Research-to-production bridges

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Research-to-production bridges:149 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval harness snippet

case_id: LO-25791
route: support_rag_v2
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_5

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 149 Bump 10.