GenAI Intermediate — 143: quantify hallucination fallout on `Research-to-production bridges` — memo `130023 [143]` — Learn

Lesson 143: Research-to-production bridges

Focus

Anchor this page against one production workflow—even hypothetical. Token Research-to-production bridges:143 keeps neighbouring lessons differentiable.

Key ideas

Thread: Research-to-production bridges · drill v3 · spin 269313.
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": 36,
    "team": "team-2"
  }
}

Preconditions documented in directory snapshot 202513
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 143 Bump literals mindset by 7.