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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 017: simulate empty retrieval on `Prompt contract literacy` — memo `52387 [17]`

Lesson 017: Prompt contract literacy

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Prompt contract literacy:17 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

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

Mask tier `pii-v2` before persistence.

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 17 Bump 14.