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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 095: quantify hallucination fallout on `Staging deploy realism` — memo `113021 [95]`

Lesson 095: Staging deploy realism

Focus

Swap placeholder nouns for your internal service names immediately. Token Staging deploy realism:95 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1908
- completion_budget: 680
- cache_key: `bebb`

Hypothesis: halving completions moves P95 ~6% — record actuals.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 95 Bump 21.