Lesson 165: Audit-ready portfolio evidence
Focus
Anchor this drill to one production LLM workflow—even hypothetical. Token Audit-ready portfolio evidence:165 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Audit-ready portfolio evidence · drill v5 · spin
515516. - Habit: attach a trace_id to every completion you would paste into an ops dashboard.
- Guardrail: add one RACI bullet for prompt or index changes before tomorrow's standup.
Deep dive notebook
Synthetic drill artefacts
Retrieval partition plan
| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 426 | hybrid@0.54 | preserve tables |
| Policies | 596 | dense@0.75 | ACL metadata required |
Drill: justify chunk boundaries for lesson 165.
Practice
Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 165 Bump 17.