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LLMOps Basic — 020: pair eval regressions on `Prompt contract literacy` — memo `568113 [20]`

Lesson 020: Prompt contract literacy

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Prompt contract literacy:20 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 27d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v1` before persistence.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 20 Bump 23.