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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 141: rehearse canary cutover on `Research-to-production bridges` — memo `6031 [141]`

Lesson 141: Research-to-production bridges

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Research-to-production bridges:141 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor **contractor**
2. Injection `INJECT-635`
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. — 141 Bump 15.