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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 029: trace index lag on `Adapter vs prompt calculus` — memo `447237 [29]`

Lesson 029: Adapter vs prompt calculus

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Adapter vs prompt calculus:29 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 15d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v0` before persistence.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 29 Bump 34.