Lesson 058: Safety posture scaffolding
Focus
Bias toward observable metrics, not model marketing. Token Safety posture scaffolding:58 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Safety posture scaffolding · drill v8 · spin
656113. - 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
Token CFO scratchpad
- prompt_budget_tokens: 1665
- completion_budget_tokens: 815
- cache_signature: `7494`
Hypothesis: halving completions moves P95 `8`%; record actuals.
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 58 Bump literals mindset by 39.