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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 043: chart token burn on `Vector index stewardship` — memo `440348 [43]`

Lesson 043: Vector index stewardship

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Vector index stewardship:43 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor **partner_api**
2. Injection `INJECT-811`
3. Detector `policy-tier-0` → pager `llmops-oncall-3`
4. Log fields `trace_id,tenant_id,redaction_tier`

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 43 Bump 34.