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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 027: stress-test tool permissions on `Context window and chunk budgeting` — memo `420131 [27]`

Lesson 027: Context window and chunk budgeting

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Context window and chunk budgeting:27 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1994
- completion_budget: 770
- cache_key: `3552`

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

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 27 Bump 22.