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LLMOps Advanced — 073: chart token burn on `Code-assistant review cadence` — memo `323272 [73]`

Lesson 073: Code-assistant review cadence

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Code-assistant review cadence:73 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1292
- completion_budget: 590
- cache_key: `9284`

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

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 73 Bump 13.