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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 081: trace index lag on `Latency and cache strategy` — memo `495124 [81]`

Lesson 081: Latency and cache strategy

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Latency and cache strategy:81 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 25d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v0` before persistence.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 81 Bump 22.