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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 047: trace index lag on `Eval slices that compound` — memo `313067 [47]`

Lesson 047: Eval slices that compound

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Eval slices that compound:47 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 12d |
| 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. — 47 Bump 9.