LLMOps Basic — 132: rehearse canary cutover on `Human-in-the-loop handoffs` — memo `363744 [132]`

Lesson 132: Human-in-the-loop handoffs

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Human-in-the-loop handoffs:132 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Human-in-the-loop handoffs · drill v2 · spin 523869.
• 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

Eval harness snippet

case_id: LO-22849
route: support_rag_v2
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "guaranteed SLA"
judge_profile: tempered_1

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 132 Bump 30.