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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 059: rehearse canary cutover on `Eval harness hardening` — memo `771847 [59]`

Lesson 059: Eval harness hardening

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Eval harness hardening:59 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1802
- completion_budget: 860
- cache_key: `751a`

Hypothesis: halving completions moves P95 ~8% — record actuals.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 59 Bump 39.