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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 029: iterate incident comms on `Context window and chunk budgeting` — memo `809817 [29]`

Lesson 029: Context window and chunk budgeting

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Context window and chunk budgeting:29 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-0`
2. Max steps `8`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-2`

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 29 Bump 34.