LLMOps Advanced — 020: compress prompt surface on `RAG trade space rehearsals` — memo `561668 [20]`

Lesson 020: RAG trade space rehearsals

Focus

Prefer explicit failure rehearsals over aspirational wording. Token RAG trade space rehearsals:20 keeps neighbouring lessons differentiable.

Key ideas

• Thread: RAG trade space rehearsals · drill v10 · spin 385912.
• 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

Prompt scaffold

ROLE: LLMOps analyst cohort 20
INPUTS:
- excerpts tagged [chunk_id ...]
- policy_bundle_2
TASK:
  1) Summarize deltas with citations
  2) Confidence LOW|MED|HIGH + evidence
  3) If facts missing emit MISSING_FACTS
USER_SEED >>> What changed between rollout 17 and 47?

Practice

Practice List five adversarial prompts using your org's domain nouns. — 20 Bump 27.