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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 130: chart token burn on `Locale and language caveats` — memo `603411 [130]`

Lesson 130: Locale and language caveats

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Locale and language caveats:130 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1599
- completion_budget: 905
- cache_key: `1058d`

Hypothesis: halving completions moves P95 ~3% — record actuals.

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 130 Bump 35.