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LLMOps Advanced — 021: quantify hallucination fallout on `Adapter vs prompt calculus` — memo `665897 [21]`

Lesson 021: Adapter vs prompt calculus

Focus

Swap placeholder nouns for your internal service names immediately. Token Adapter vs prompt calculus:21 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Tool contract rehearsal

{
  "name": "reindexSlice",
  "arguments": { "corpus": "corpus-2", "dry_run": true }
}
Preconditions: index lag < 12h
FAILURE: page platform if lag > SLA without VP memo.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 21 Bump 2.