← Curriculum track ← Learn hub
Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 012: pair eval regressions on `Prompt contract literacy` — memo `160039 [12]`

Lesson 012: Prompt contract literacy

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Prompt contract literacy:12 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 19d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v1` before persistence.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 12 Bump 30.