Lesson 117: Domain adaptation levers
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Domain adaptation levers:117 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Domain adaptation levers · drill v7 · spin
415718. - 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
Ops review capsule
Pilot L-117 checkpoint
- Grounding accuracy Δ `0.76`
- Escalation rate Δ `0.056`
- Spend guardrail `$610/day`
Risk: Token burn spike
Owner: Safety
Practice
Practice Paste the worked template into an internal wiki stub and name owners. — 117 Bump 21.