Lesson 074: Code-generation review cadence
Focus
Treat placeholders as compulsory—swap nouns immediately after reading. Token Code-generation review cadence:74 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Code-generation review cadence · drill v4 · spin
85152. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Logging field note
| Field | Retention |
|-------|-----------|
| trace_id | 18 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |
Heuristic `pii-mask-v3` tags sensitive spans before persistence.
Practice
Practice List five adversarial prompts unique to your org’s nouns. — 74 Bump literals mindset by 20.