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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 028: trace index lag on `Adapter vs prompt calculus` — memo `130895 [28]`

Lesson 028: Adapter vs prompt calculus

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Adapter vs prompt calculus:28 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 14d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v3` before persistence.

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 28 Bump 19.