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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 150: simulate empty retrieval on `Research-to-production bridges` — memo `875645 [150]`

Lesson 150: Research-to-production bridges

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Research-to-production bridges:150 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 10d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v1` before persistence.

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 150 Bump 20.