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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 077: chart token inflation on `Code-generation review cadence` — memo `799834 [77]`

Lesson 077: Code-generation review cadence

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Code-generation review cadence:77 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-18`
2. Budget steps `6`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-7`

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 77 Bump literals mindset by 30.