GenAI Basic — 131: codify escalation ladders on `Human-in-loop handoffs` — memo `599108 [131]`

Lesson 131: Human-in-loop handoffs

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Human-in-loop handoffs:131 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Human-in-loop handoffs · drill v1 · spin 555695.
• 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

Prompt scaffold

ROLE: Incident analyst cohort 34
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_10
TASK:
  1) Summarize deltas with citations
  2) Confidence label LOW|MED|HIGH + evidence
  3) If facts missing emit MISSING_FACTS list
USER_SEED_QUESTION >>> What changed between rollout 21 and 18?

Practice

Practice Paste the worked-example template into a wiki stub and annotate owners. — 131 Bump literals mindset by 13.