Lesson 135: Human-in-loop handoffs
Focus
Treat placeholders as compulsory—swap nouns immediately after reading. Token Human-in-loop handoffs:135 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Human-in-loop handoffs · drill v5 · spin
588417. - 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
Token CFO scratchpad
- prompt_budget_tokens: 1485
- completion_budget_tokens: 680
- cache_signature: `10f4d`
Hypothesis: halving completions moves P95 `4`%; record actuals.
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 135 Bump literals mindset by 6.