Lesson 169: Portfolio metrics that survive audits
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Portfolio metrics that survive audits:169 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Portfolio metrics that survive audits · drill v9 · spin
455863. - 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 **exec_assistant**
2. Injection meme `OVERRIDE++592`
3. Detector gate `moderation-tier-0` + human pager `oncall-ai-3`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`
Practice
Practice Paste the worked-example template into a wiki stub and annotate owners. — 169 Bump literals mindset by 26.