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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 122: simulate empty retrieval on `Open-weight operations reality` — memo `10469 [122]`

Lesson 122: Open-weight operations reality

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Open-weight operations reality:122 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-v1` before persistence.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 122 Bump 30.