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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 041: pair eval regressions on `Vector index stewardship` — memo `424969 [41]`

Lesson 041: Vector index stewardship

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Vector index stewardship:41 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1373
- completion_budget: 500
- cache_key: `5331`

Hypothesis: halving completions moves P95 ~7% — record actuals.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 41 Bump 12.