Learning objectives
- • Measure cost per request, feature, tenant, and user segment
- • Route requests across model tiers without silent quality loss
- • Trade off exact cache, semantic cache, retrieval cache, batching, and context compression
LLMOps
LLM Cost, Latency, Caching, and Routing
Optimize LLM systems with model cascades, semantic caching, context budgeting, batching, fallbacks, and quality guardrails.
Recommended on day 5595 minutesAdvanced
Interview prompts
- • How would you cut LLM cost by 50% while protecting quality?
- • When is semantic caching risky?
Prerequisites