Lesson 133: Human-in-loop handoffs
Focus
Bias toward observable metrics, not model marketing. Token Human-in-loop handoffs:133 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Human-in-loop handoffs · drill v3 · spin
181843. - 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 36
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_8
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 33 and 41?
Practice
Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 133 Bump literals mindset by 15.