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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 134: audit adapter routing on `Human-in-the-loop handoffs` — memo `243566 [134]`

Lesson 134: Human-in-the-loop handoffs

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Human-in-the-loop handoffs:134 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 15d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v3` before persistence.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 134 Bump 33.