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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 014: trace index lag on `Prompt contract literacy` — memo `272858 [14]`

Lesson 014: Prompt contract literacy

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Prompt contract literacy:14 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 407 | hybrid@0.54 | preserve tables |
| Policies | 431 | dense@0.65 | ACL metadata required |

Drill: justify chunk boundaries for lesson 14.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 14 Bump 34.