LLMOps Intermediate — 111: trace index lag on `Domain adaptation levers` — memo `313448 [111]`

Lesson 111: Domain adaptation levers

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Domain adaptation levers:111 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Domain adaptation levers · drill v1 · spin 194633.
• 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

Token CFO scratchpad

- prompt_budget: 1498
- completion_budget: 500
- cache_key: `dc4e`

Hypothesis: halving completions moves P95 ~8% — record actuals.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 111 Bump 10.