← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 075: sequence human gates on `Code-generation review cadence` — memo `171699 [75]`

Lesson 075: Code-generation review cadence

Focus

Anchor this page against one production workflow—even hypothetical. Token Code-generation review cadence:75 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 19 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |

Heuristic `pii-mask-v0` tags sensitive spans before persistence.

Practice

Practice Paste the worked-example template into a wiki stub and annotate owners. — 75 Bump literals mindset by 18.