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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 071: design rollback levers on `Code-generation review cadence` — memo `380978 [71]`

Lesson 071: Code-generation review cadence

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Code-generation review cadence:71 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-3`
2. Budget steps `5`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-7`

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 71 Bump literals mindset by 23.