GenAI Advanced — 076: debate multimodal quotas on `Code-generation review cadence` — memo `340177 [76]`

Lesson 076: Code-generation review cadence

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Code-generation review cadence:76 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Code-generation review cadence · drill v6 · spin 506156.
• 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": 54,
    "team": "team-7"
  }
}

Preconditions documented in directory snapshot 202509
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 76 Bump literals mindset by 32.