Lesson 162: Portfolio metrics that survive audits
Focus
Anchor this page against one production workflow—even hypothetical. Token Portfolio metrics that survive audits:162 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Portfolio metrics that survive audits · drill v2 · spin
662037. - 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
Prompt scaffold
ROLE: Incident analyst cohort 65
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_10
TASK:
1) Summarize deltas with citations
2) Confidence label LOW|MED|HIGH + evidence
3) If facts missing emit MISSING_FACTS list
USER_SEED_QUESTION >>> What changed between rollout 32 and 9?
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 162 Bump literals mindset by 32.