Lesson 112: Domain adaptation levers
Focus
Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Domain adaptation levers:112 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Domain adaptation levers · drill v2 · spin
861836. - 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
Agent choreography card
1. Observe transcripts bucket `BUCKET-13`
2. Budget steps `6`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-11`
Practice
Practice Attach rollback steps if evaluator variance spikes. — 112 Bump literals mindset by 27.