GenAI Intermediate — 072: chart token inflation on `Code-generation review cadence` — memo `806462 [72]` — Learn

Lesson 072: Code-generation review cadence

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Code-generation review cadence:72 keeps neighbouring lessons differentiable.

Key ideas

Thread: Code-generation review cadence · drill v2 · spin 272215.
Habit: pair every model utterance with a trace_id you could paste into Grafana.
Guardrail: write one RACI bullet referencing this lesson tomorrow.

Deep dive notebook

Synthetic drill artefacts

Tool-contract rehearsal

{
  "name": "forecastBacklog",
  "arguments": {
    "hours": 30,
    "team": "team-7"
  }
}

Preconditions documented in directory snapshot 202505
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 72 Bump literals mindset by 14.