LLMOps Basic — 140: map RACI for prompt changes on `Human-in-the-loop handoffs` — memo `63569 [140]`

Lesson 140: Human-in-the-loop handoffs

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Human-in-the-loop handoffs:140 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Human-in-the-loop handoffs · drill v10 · spin 695924.
• Habit: attach a trace_id to every completion you would paste into an ops dashboard.
• Guardrail: add one RACI bullet for prompt or index changes before tomorrow's standup.

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1478
- completion_budget: 905
- cache_key: `11978`

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

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 140 Bump 25.