Lesson 081: Embedding quality probes
Focus
Swap placeholder nouns for your internal service names immediately. Token Embedding quality probes:81 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Embedding quality probes · drill v1 · spin
446186. - 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 81
INPUTS:
- excerpts tagged [chunk_id ...]
- policy_bundle_8
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 9 and 6?
Practice
Practice Draft three eval assertions QA must pass before prompt promotion. — 81 Bump 22.