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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 031: pair eval regressions on `Agent guardrail tabletops` — memo `527764 [31]`

Lesson 031: Agent guardrail tabletops

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Agent guardrail tabletops:31 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 350 | hybrid@0.52 | preserve tables |
| Policies | 453 | dense@0.66 | ACL metadata required |

Drill: justify chunk boundaries for lesson 31.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 31 Bump 5.