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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 169: chart token burn on `Audit-ready portfolio evidence` — memo `865997 [169]`

Lesson 169: Audit-ready portfolio evidence

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Audit-ready portfolio evidence:169 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 8d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v0` before persistence.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 169 Bump 20.