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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 072: chart token burn on `Code-assistant review cadence` — memo `622612 [72]`

Lesson 072: Code-assistant review cadence

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Code-assistant review cadence:72 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Ops review capsule

Pilot L-72 checkpoint
- Grounding accuracy Δ `0.73`
- Escalation rate Δ `0.045`
- Spend guardrail `$609/day`
Risk: Index lag breached SLA
Owner: Applied

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 72 Bump 8.