cost-optimization

Interview

What caching strategies do you use to cut LLM latency and cost in production?

Separates candidates who've run LLM apps at scale from those who only call APIs in notebooks.

Interview

Design a routing layer that picks the right LLM per request to minimize cost while meeting quality SLAs.

Tests pragmatic platform design — frontier models on every request doesn't scale; routing is how teams ship profitably.