Lesson 075: Code-generation review cadence
Focus
Bias toward observable metrics, not model marketing. Token Code-generation review cadence:75 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Code-generation review cadence · drill v5 · spin
148773. - 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
Red-team tableau
1. Actor profile **script_kiddie**
2. Injection meme `OVERRIDE++184`
3. Detector gate `moderation-tier-3` + human pager `oncall-ai-2`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`
Practice
Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 75 Bump literals mindset by 23.