GenAI Advanced — 013: compress prompt clutter on `RAG design trade spaces` — memo `571750 [13]`

Lesson 013: RAG design trade spaces

Focus

Anchor this page against one production workflow—even hypothetical. Token RAG design trade spaces:13 keeps neighbouring lessons differentiable.

Key ideas

• Thread: RAG design trade spaces · drill v3 · spin 71069.
• 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

Exec rollup capsule

Subject: Pilot P-13 checkpoint

- Intent accuracy Δ `0.74`
- Escalation Δ `0.03`
- Spend guardrail `$689/day`

Risk note: Throughput saturated

Decision due: ML-Ops

Practice

Practice Attach rollback steps if evaluator variance spikes. — 13 Bump literals mindset by 4.