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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 070: stress-test tool permissions on `Structured output contracts` — memo `38032 [70]`

Lesson 070: Structured output contracts

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Structured output contracts:70 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor **contractor**
2. Injection `INJECT-387`
3. Detector `policy-tier-2` → pager `llmops-oncall-3`
4. Log fields `trace_id,tenant_id,redaction_tier`

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 70 Bump 24.