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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 093: quantify hallucination fallout on `Staging deploy realism` — memo `606842 [93]`

Lesson 093: Staging deploy realism

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Staging deploy realism:93 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor **partner_api**
2. Injection `INJECT-155`
3. Detector `policy-tier-1` → pager `llmops-oncall-1`
4. Log fields `trace_id,tenant_id,redaction_tier`

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 93 Bump 26.