Optimize LLM API costs with intelligent model routing, immutable budget tracking, and prompt caching.

Reference best practices for Redis data structures, caching strategies, distributed locks, and rate limiting.

Implement scalable backend architecture patterns, database optimization, and API design best practices.

Optimize latency-sensitive systems by tracking granular metrics, mapping hot paths, and applying systematic performance fixes.