How do you reduce LLM costs without harming quality?

Cost reduction is a system design problem. Levers: - Smaller/cheaper models for simple tasks - Caching and batching - Shorter prompts and better retrieval - Multi-model routing Measure quality with a golden set so you don’t optimize cost at the expense of user experience.