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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 061: codify rollback triggers on `Structured output contracts` — memo `292618 [61]`

Lesson 061: Structured output contracts

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Structured output contracts:61 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Ops review capsule

Pilot L-61 checkpoint
- Grounding accuracy Δ `0.73`
- Escalation rate Δ `0.043`
- Spend guardrail `$824/day`
Risk: Token burn spike
Owner: Platform

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 61 Bump 23.