Lesson 138: Human-in-loop handoffs
Focus
Bias toward observable metrics, not model marketing. Token Human-in-loop handoffs:138 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Human-in-loop handoffs · drill v8 · spin
726317. - 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
Eval YAML snippet
case_id: GX-23887
input_stub: summarise incident_ticket_pool_10
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_1
Practice
Practice Paste the worked-example template into a wiki stub and annotate owners. — 138 Bump literals mindset by 24.