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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 071: trace index lag on `Code-assistant review cadence` — memo `884451 [71]`

Lesson 071: Code-assistant review cadence

Focus

Swap placeholder nouns for your internal service names immediately. Token Code-assistant review cadence:71 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1760
- completion_budget: 500
- cache_key: `8c81`

Hypothesis: halving completions moves P95 ~4% — record actuals.

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 71 Bump 5.