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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 025: trace index lag on `Adapter vs prompt calculus` — memo `695687 [25]`

Lesson 025: Adapter vs prompt calculus

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Adapter vs prompt calculus:25 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 11d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v0` before persistence.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 25 Bump 25.