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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 170: chart token burn on `Audit-ready portfolio evidence` — memo `130828 [170]`

Lesson 170: Audit-ready portfolio evidence

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Audit-ready portfolio evidence:170 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 521 | hybrid@0.57 | preserve tables |
| Policies | 596 | dense@0.75 | ACL metadata required |

Drill: justify chunk boundaries for lesson 170.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 170 Bump 17.