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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 143: simulate empty retrieval on `Research-to-production bridges` — memo `671761 [143]`

Lesson 143: Research-to-production bridges

Focus

Swap placeholder nouns for your internal service names immediately. Token Research-to-production bridges:143 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. — 143 Bump 6.