Lesson 086: Embedding quality probes
Focus
Anchor this drill to one production LLM workflow—even hypothetical. Token Embedding quality probes:86 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Embedding quality probes · drill v6 · spin
814716. - 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
Red-team tableau
1. Actor **partner_api**
2. Injection `INJECT-583`
3. Detector `policy-tier-0` → pager `llmops-oncall-1`
4. Log fields `trace_id,tenant_id,redaction_tier`
Practice
Practice Draft three eval assertions QA must pass before prompt promotion. — 86 Bump 31.