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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 077: chart token burn on `Code-assistant review cadence` — memo `619324 [77]`

Lesson 077: Code-assistant review cadence

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Code-assistant review cadence:77 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Tool contract rehearsal

{
  "name": "reindexSlice",
  "arguments": { "corpus": "corpus-7", "dry_run": true }
}
Preconditions: index lag < 18h
FAILURE: page platform if lag > SLA without VP memo.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 77 Bump 33.