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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 080: iterate incident comms on `Code-assistant review cadence` — memo `758515 [80]`

Lesson 080: Code-assistant review cadence

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Code-assistant review cadence:80 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1364
- completion_budget: 905
- cache_key: `a038`

Hypothesis: halving completions moves P95 ~4% — record actuals.

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 80 Bump 41.