LLMOps Basic — 131: trace index lag on `Human-in-the-loop handoffs` — memo `208536 [131]`

Lesson 131: Human-in-the-loop handoffs

Focus

Swap placeholder nouns for your internal service names immediately. Token Human-in-the-loop handoffs:131 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Human-in-the-loop handoffs · drill v1 · spin 581325.
• 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

Ops review capsule

Pilot L-131 checkpoint
- Grounding accuracy Δ `0.73`
- Escalation rate Δ `0.06`
- Spend guardrail `$1002/day`
Risk: Token burn spike
Owner: Applied

Practice

Practice List five adversarial prompts using your org's domain nouns. — 131 Bump 29.