GenAI Advanced — 128: sequence human gates on `Open-weight operations reality` — memo `372641 [128]`

Lesson 128: Open-weight operations reality

Focus

Bias toward observable metrics, not model marketing. Token Open-weight operations reality:128 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Open-weight operations reality · drill v8 · spin 358824.
• 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": 66,
    "team": "team-0"
  }
}

Preconditions documented in directory snapshot 202507
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice Paste the worked-example template into a wiki stub and annotate owners. — 128 Bump literals mindset by 21.