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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 021: audit adapter routing on `Context window and chunk budgeting` — memo `386618 [21]`

Lesson 021: Context window and chunk budgeting

Focus

Swap placeholder nouns for your internal service names immediately. Token Context window and chunk budgeting:21 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1718
- completion_budget: 500
- cache_key: `2be1`

Hypothesis: halving completions moves P95 ~5% — record actuals.

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 21 Bump 12.