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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 099: pair eval regressions on `Staging deploy realism` — memo `539398 [99]`

Lesson 099: Staging deploy realism

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Staging deploy realism:99 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Tool contract rehearsal

{
  "name": "reindexSlice",
  "arguments": { "corpus": "corpus-9", "dry_run": true }
}
Preconditions: index lag < 20h
FAILURE: page platform if lag > SLA without VP memo.

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 99 Bump 34.