LLMOps Basic — 082: compress prompt surface on `Embedding quality probes` — memo `218743 [82]`

Lesson 082: Embedding quality probes

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Embedding quality probes:82 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Embedding quality probes · drill v2 · spin 555816.
• 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

Tool contract rehearsal

{
  "name": "reindexSlice",
  "arguments": { "corpus": "corpus-8", "dry_run": true }
}

Preconditions: index lag < 13h
FAILURE: page platform if lag > SLA without VP memo.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 82 Bump 33.